diff --git "a/train.json" "b/train.json" --- "a/train.json" +++ "b/train.json" @@ -1,2801 +1,2801 @@ [ { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Systematic reviews are viewed as the best study design to guide clinical decision-making as they are the least biased publications assuming they are well-conducted and include well-designed studies. Cochrane was initiated in 1993 with an aim of conducting high-quality systematic reviews. We aimed to examine the publication rates of non-Cochrane systematic reviews (henceforth referred to simply as systematic reviews) and Cochrane reviews produced throughout Cochrane's existence and characterize changes throughout the period.METHODS: This observational study collected data on systematic reviews published between 1993 and 2022 in PubMed. Identified Cochrane reviews were linked to data from the Cochrane Database of Systematic Reviews via their Digital Object Identifier. Systematic reviews and Cochrane reviews were analyzed separately. Two authors screened a random sample of records to validate the overall sample, providing a precision of 98%.RESULTS: We identified 231,602 (94%) systematic reviews and 15,038 (6%) Cochrane reviews. Publication of systematic reviews has continuously increased with a median yearly increase rate of 26%, while publication of Cochrane reviews has decreased since 2015. From 1993 to 2002, Cochrane reviews constituted 35% of all systematic reviews in PubMed compared with 3.5% in 2013-2022. Systematic reviews consistently had fewer authors than Cochrane reviews, but the number of authors increased over time for both. Chinese first authors conducted 15% and 4% of systematic reviews published from 2013-2022 and 2003-2012, respectively. Most Cochrane reviews had first authors from the UK (36%). The native English-speaking countries the USA, the UK, Canada, and Australia produced a large share of systematic reviews (42%) and Cochrane reviews (62%). The largest publishers of systematic reviews in the last 10years were gold open access journals.CONCLUSIONS: Publication of systematic reviews is increasing rapidly, while fewer Cochrane reviews have been published through the last decade. Native English-speaking countries produced a large proportion of both types of systematic reviews. Gold open access journals and Chinese first authors dominated the publication of systematic reviews for the past 10years. More research is warranted examining why fewer Cochrane reviews are being published. Additionally, examining these systematic reviews for research waste metrics may provide a clearer picture of their utility.", - "output": "Communication", + "input": "Abstract: This article contributes to the scholarly discourse on the repercussions of trade liberalization in the late eighteenth and early nineteenth centuries that contributed to early globalization, offering a perspective that extends beyond the traditional focus on Atlantic economies. Our study centres on East and Southeast Asia, pivotal in Pacific and Indian Ocean trade. We overcome data scarcity by presenting a new, partner-disaggregated imports dataset spanning 10 ports across the region from 1795 to 1839. Employing a gravity model and incorporating interactions, we assess the degree of intra-Asian trade and its evolution following key events that liberalized East and Southeast Asian commerce in a period when measurable global integration started to become apparent. Supporting new Asian scholarship, our results highlight the remarkable intra-Asian trade before the high colonial era. We also show that, in general, colonial trade policies fostering inter-continental trade disproportionately augmented colonial imports in East and Southeast Asia, eclipsing gains in intra-Asian or Pacific trade, especially before 1830. We explore the impact of the influx of British textiles in the region as a mechanism to explain these trends. Our study illuminates complex trade dynamics in East and Southeast Asia during a transformative period of measurable global integration.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Industrial cities are hotspots for many hazardous air pollutants (HAPs), which are detrimental to human health. We devised an identification method to determine priority HAP monitoring areas using a comprehensive approach involving monitoring, modeling, and demographics. The methodology to identify the priority HAP monitoring area consists of two parts: (1) mapping the spatial distribution of selected categories relevant to the target pollutant and (2) integrating the distribution maps of various categories and subsequent scoring. The identification method was applied in Ulsan, the largest industrial city in South Korea, to identify priority HAP monitoring areas. Four categories related to HAPs were used in the method: (1) concentrations of HAPs, (2) amount of HAP emissions, (3) the contribution of industrial activities, and (4) population density in the city. This method can be used to select priority HAP monitoring areas for intensive monitoring campaigns, cohort studies, and epidemiological studies.", - "output": "Geography", + "input": "Abstract: We examined whether a community engagement approach and jurisdictional attributes were associated with local action to restrict the sale of flavored tobacco products in Los Angeles County during 2019-2022. We estimated crude and adjusted risk ratios to examine these associations. Jurisdictions that used an active community engagement approach to adopt a flavored tobacco ban ordinance, those with previous experience adopting other tobacco-related ordinances, and those located next to communities that have an existing tobacco retail license ordinance were more likely than jurisdictions without these attributes to adopt a new ordinance to restrict the sale of flavored tobacco products. Efforts to adopt such an ordinance were generally more successful in jurisdictions where community members were engaged and policy makers were familiar with the adoption of public health ordinances.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Nanovoids within a polyamide layer play an important role in the separation performance of thin-film composite (TFC) reverse osmosis (RO) membranes. To form more extensive nanovoids for enhanced performance, one commonly used method is to incorporate sacrificial nanofillers in the polyamide layer during the exothermic interfacial polymerization (IP) reaction, followed by some post-etching processes. However, these post-treatments could harm the membrane integrity, thereby leading to reduced selectivity. In this study, we applied in situ self-etchable sacrificial nanofillers by taking advantage of the strong acid and heat generated in IP. CaCO3 nanoparticles (nCaCO(3)) were used as the model nanofillers, which can be in situ etched by reacting with H+ to leave void nanostructures behind. This reaction can further degas CO2 nanobubbles assisted by heat in IP to form more nanovoids in the polyamide layer. These nanovoids can facilitate water transport by enlarging the effective surface filtration area of the polyamide and reducing hydraulic resistance to significantly enhance water permeance. The correlations between the nanovoid properties and membrane performance were systematically analyzed. We further demonstrate that the nCaCO(3)-tailored membrane can improve membrane antifouling propensity and rejections to boron and As(III) compared with the control. This study investigated a novel strategy of applying self-etchable gas precursors to engrave the polyamide layer for enhanced membrane performance, which provides new insights into the design and synthesis of TFC membranes.", + "input": "Abstract: Lacquered artifacts are among the most exquisite objects in museum collections. However, during aging, a considerable quantity of water-soluble products are formed on the lacquered surfaces, posing significant conservation and preservation challenges. This paper presents in-depth research on the composition of these water-soluble products by the investigation into water extracts from Asian lacquer coatings during artificial aging. Lacquer coatings of 15 specially designed formulations involving different lacquer tree saps (urushi, laccol, and thitsi), drying oils, tree resins and pigments were produced and artificially aged. A set of analytical methods was developed including pH and conductivity measurements, and peak area and index analyses based on gas chromatography-mass spectrometry (GC-MS). Results show that artificial light aging cause the formation of a complex array of hydroxyl carboxyl benzenes (Webboxy products), while simultaneously decreasing the amounts of saturated straight-chain dicarboxylic fatty acids and glycerol. Distinct changes in the average number of hydroxyls and carboxyls bonded to the benzene rings or average chain length of the dicarboxylic fatty acids have also been observed with light aging. The additive that impeded light degradation and formation of water-soluble products the most is drying oil, and the additives that accelerated composition changes of water-soluble products was iron (treatment). Additionally, 12 new compounds have been identified as aging products of lacquer, such as tetramethyl dimethoxybenzene tetracarboxylate and benzene hexacarboxylic acid hexamethyl ester. The understanding of pH and conductivity readings of water extracts from aged lacquer is significantly improved. The research results contribute to the knowledge of aging pathways and mechanisms of alteration to Asian lacquer coatings. (c) 2024 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: It is some 50 years since the first published reports appeared of ex vivo preservation of organs for transplantation. Over the intervening decades, organ preservation strategies have become one essential component of world-wide clinical transplant services. In the formative years, translational research in organ hypothermic preservation was grappling with the questions about whether static or dynamic storage was preferable, and the practical implications of those choices. Those studies were also informing the newly expanding clinical transplant services. During the middle years, both preservation modalities were practiced by individual group choices. By the 2000s, the shift in donor demographics demanded a re-evaluation of organ preservation strategies, and now a new era of research and development is promoting adoption of new technologies. In this review we outline many important academic studies which have contributed to this successful history, and give profile to the increasing innovative approaches which are being evaluated for the future. Doi.org/10.54680/fr24310110112.", - "output": "History", + "input": "Abstract: A growing literature finds that the way governments are organized can impact the societies they serve in important ways. The same is apparent with respect to civil service organizations. Numerous studies show that the recruitment of civil servants based on their credentials rather than on nepotism or patronage reduces corruption in government. Political corruption in turn appears to harm population health. Up to this time, however, civil service organization is not a recognized determinant of health and is little discussed outside of political science disciplines. To provoke a broader conversation on this subject, the following study proposes that meritocratic recruitment of civil servants improves population health. To test this proposition, a series of regression models examines comparative data for 118 countries. Consistent with study hypotheses, meritocratic recruitment of civil servants corresponds longitudinally with both lower rates of corruption and lower rates of infant mortality. Results are similar after robustness checks. Findings with regard to life expectancy are more mixed. However, additional tests suggest meritocratic recruitment contributes to life expectancy over a longer span of time. Findings also offer more support for a direct pathway from meritocratic recruitment to population health rather than via changes in corruption levels per se, although this may depend on a country's level of economic development. Overall, this study offers first evidence that civil service organization, particularly the recruitment of civil servants based on the merits of their applications rather than on whom they happen to know in government, is a positive determinant of health. More research in this area is needed.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Molecular beam epitaxy (MBE), a workhorse of the semiconductor industry, has progressed rapidly in the last few decades in the development of novel materials. Recent developments in condensed matter and materials physics have seen the rise of many novel quantum materials that require ultra-clean and high-quality samples for fundamental studies and applications. Novel oxide-based quantum materials synthesized using MBE have advanced the development of the field and materials. In this review, we discuss the recent progress in new MBE techniques that have enabled synthesis of complex oxides that exhibit 'quantum' phenomena, including superconductivity and topological electronic states. We show how these techniques have produced breakthroughs in the synthesis of 4d and 5d oxide films and heterostructures that are of particular interest as quantum materials. These new techniques in MBE offer a bright future for the synthesis of ultra-high quality oxide quantum materials.", + "input": "Abstract: We study various physical quantities of objects with petal shapes. N-petal shapes exhibit N-fold rotational symmetry. Furthermore, they might have an additional characteristic: the equation defining their boundaries could be represented by F(N theta). We will show that physical quantities of objects with these characteristics may show strange properties. By 'physical quantities', we refer to aspects such as electric potential and electric field due to a charged petal-shaped plate or cylinder on the rotation axis, their mass and moment of inertia. We are going to show that for such objects, these physical observables do not depend on the number of petals, N. This intriguing result has a simple reason.", "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Many Veterans who served in Iraq and Afghanistan struggle with posttraumatic stress disorder (PTSD) and the effects of traumatic brain injuries (TBI). Some people with a history of TBI report a constellation of somatic, cognitive, and emotional complaints that are often referred to as postconcussive symptoms (PCS). Research suggests these symptoms may not be specific to TBI. This study examined the impact of PTSD treatment on PCS in combat Veterans seeking treatment for PTSD. As part of a larger randomized control trial, 198 Operation Iraqi Freedom, Operation Enduring Freedom, Operation New Dawn (OIF/OEF/OND) Veterans with PTSD received Prolonged Exposure Therapy, sertraline, or the combination. Potential deployment related TBI, PCS, PTSD and depression symptoms were assessed throughout treatment. Linear mixed models were used to predict PCS change over time across the full sample and treatment arms, and the association of change in PTSD and depression symptoms on PCS was also examined. Patterns of change for the full sample and the subsample of those who reported a head injury were examined. Results showed that PCS decreased with treatment. There were no significant differences across treatments. No significant differences were found in the pattern of symptom change based on TBI screening status. Shifts in PCS were predicted by change PTSD and depression. Results suggest that PCS reduced with PTSD treatment in this population and are related to shift in depression and PTSD severity, further supporting that reported PCS symptoms may be better understood as non-specific symptoms.", - "output": "History", - "system": "", - "history": [] - }, - { - "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Diabetes mellitus, a metabolic disease characterized by hyperglycemia, has been witnessed as a rapidly escalating worldwide health crisis. China currently had 140.9 million diabetic population in 2021, which was the largest globally. DM has witnessed a significant surge in the past few decades, leading to an alarming rise in the overall burden caused by this disease. To monitor the near real-time DM prevalence and the consumption of first-line anti-diabetic drugs, a wastewater-based epidemiology (WBE) approach based on the back-calculation of metformin concentration was implemented in 237 cities in China. The quantitative analysis of metformin in wastewater was conducted by LC-MS/MS with satisfactory results of method validation. The average concentration of metformin in wastewater was 14.07\u00b113.16mug/L, and the per capita consumption was 5.16\u00b12.08mg/day/inh, ranging from 0.90 to 10.36\u00b14.63mg/day/inh. The calculated metformin prevalence was found to be 0.52%\u00b10.28%, and the final estimated DM prevalence was 11.33%\u00b14.99%, which was nearly consistent with the result of the International Diabetes Federation survey of 9.98%. The results suggested that metformin might be one of the suitable WBE biomarkers in DM monitoring and WBE strategy could potentially enable the estimation of DM prevalence in most of Chinese cities after reasonable correction of associated parameters.", - "output": "Demography", + "input": "Abstract: Convolutional Neural Networks (CNNs) have been widely employed for image Super -Resolution (SR) in recent years. Various techniques enhance SR performance by altering CNN structures or incorporating improved self-attention mechanisms. Interestingly, these advancements share a common trait. Instead of explicitly learning high-frequency details, they learn an implicit feature processing mode that utilizes weighted sums of a feature map's own elements for reconstruction, akin to convolution and non-local. In contrast, early dictionary-based approaches learn feature decompositions explicitly to match and rebuild Low-Resolution (LR) features. Building on this analysis, we introduce Trainable Feature Matching (TFM) to amalgamate this explicit feature learning into CNNs, augmenting their representation capabilities. Within TFM, trainable feature sets are integrated to explicitly learn features from training images through feature matching. Furthermore, we integrate non-local and channel attention into our proposed Trainable Feature Matching Attention Network (TFMAN) to further enhance SR performance. To alleviate the computational demands of non-local operations, we propose a streamlined variant called Same-size-divided Region -level Non-Local (SRNL). SRNL conducts nonlocal computations in parallel on blocks uniformly divided from the input feature map. The efficacy of TFM and SRNL is validated through ablation studies and module explorations. We employ a recurrent convolutional network as the backbone of our TFMAN to optimize parameter utilization. Comprehensive experiments on benchmark datasets demonstrate that TFMAN achieves superior results in most comparisons while using fewer parameters. The code is available at https://github.com/qizhou000/tfman.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Several manuscripts and drawings of our historical and artistic heritage have been produced with iron gall inks. To obtain an iron gall ink, ancient treatises cite the addition of ferrous sulphate and gum Arabic to a decoction of oak galls as a basic procedure. Owing to the development of synthetic chemistry, iron gall ink recipes were improved with new materials and procedures in the late 19th and early 20th century. Notably, many conservation issues arise from the interaction between iron gall inks and the paper support of manuscripts and drawings. To date, most of the research on the topic are focused on paper preservation by non-destructive analytical methods, which provide only limited information on degradation process trends and minor components, representative of iron gall ink's recipes. In the present work, three historical recipes of iron gall inks ( alizarine ink , Reid ink , modern gall ink) , dated to 19th20th century and differing for the preparation method and additives, were characterized. The molecular markers of iron gall inks and of gallic acid degradation were detected by an optimized protocol based on high performance liquid chromatography coupled to high resolution mass spectrometry (HPLC-HRMS). Furthermore, by performing ageing tests on reference materials in different indoor conditions (natural light and stored in the dark), two degradation mechanisms were observed: hydrolysis of poly-galloyl glucose species and auto-oxidation of gallic acid. Thus, different chemical profiles and ageing trends were revealed depending on the starting recipe. The procedure Limit of Detection (LOD) was estimated, improving the approaches reported so far in the literature. Finally, the strategy was successfully applied for the characterisation of the ink employed in a very degraded 16th century manuscript, granting access to the complete molecular profile of an iron gall ink with just 15 mu g of sample. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", - "output": "Art", + "input": "Abstract: As we theorize about philosophy of language that bears on social and political issues, it is worth revisiting the methodological question of how we as theorists rely on our philosophical and linguistic intuitions, and what assumptions underlie our justification of such a reliance. Two threads in the philosophical literature are relevant to this question: the discussion of situatedness in feminist epistemology and the debate about philosophical expertise and philosophical intuitions. I argue that philosophers examining social and political philosophy of language should be careful-perhaps more careful than we have been-when we rely on our intuitions to draw conclusions about socially significant language, such as racist, sexist, homophobic, and other derogatory speech. I don't claim we should give up relying on our intuitions. Instead, I argue that we should be more explicit that our intuitions are limited, and open to the possibility that they might not align with the intuitions of those who have more experience with the kinds of speech we are analyzing. As a result, we might find that the conclusions we draw from our intuitions have to be revised or qualified.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The western centre of France is one of the richest regions of Western Europe in terms of causewayed enclosures from the Neolithic period. To date, more than 300 such sites have been identified. Most causewayed enclosures in the region range in size from some hectares to over 10 ha. Exhaustive excavation of such sites is rarely performed because such operations are both financially expensive and time intensive. Completing an exhaustive excavation of these sites is also extremely complicated due to their complexity. Recording the most complete possible site plan is a major challenge for optimizing excavation. Traditionally, aerial photography has been the primary method used for delineating causewayed enclosure plans. A magnetic survey can also provide complementary information. Magnetic imaging reveals both enclosure ditches and internal features (pits, postholes, etc.) quickly and with high spatial resolution. At some sites, occupation layers dating from the time of enclosure may be preserved and contain archaeological artefacts or small features in situ. This article proposes a protocol for locating a Neolithic occupation layer inside a Neolithic causewayed enclosure. To locate the areas where this layer is likely to be present, a map of the archaeological potential of the Le Pontet site was produced based on a thickness map of the soil-sedimentary cover. This map was created by combining an apparent electrical resistivity map, the results of electrical resistivity tomography, an orthophotograph with contrasting cropmarks and the results of dynamic cone penetration tests. To validate the archaeological potential map, an excavation campaign was conducted in 2020 to investigate several sectors; the aim was to prove the presence of the occupation layer and study the pedo-sedimentary stratigraphy of the site.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Inappropriate medication utilization among older adults is a pressing concern in the United States, owing to its high prevalence and the consequential detrimental impact it engenders. The adverse effects stemming from the inappropriate use of medication may be unequally borne by racial/ethnic minority populations, calling for greater efforts towards promoting equity in healthcare. The study objective was to assess the cost-effectiveness of Medication Therapy Management (MTM) services among Medicare beneficiaries and across racial/ethnic groups.METHODS: Medicare administrative data from 2016 to 2017 linked to Area Health Resources Files were used to analyze Medicare fee-for-service patients aged 65 or above with continuous Parts A/B/D coverage. The intervention group included new MTM enrollees in 2017; the control group referred to patients who met the general MTM eligible criteria but did not enroll in 2016 or 2017. The 2 groups were matched using a propensity score method. Effectiveness was evaluated as the proportion of appropriate medication utilization based on performance measures developed by the Pharmacy Quality Alliance. Costs were computed as total healthcare costs from Medicare perspective. A multivariable net benefit regressions with a classic linear model and Bayesian analysis were utilized. Net benefit was calculated based on willingness-to-pay thresholds at various multiples of the gross domestic product in 2017. Three-way interaction terms among dummy variables for MTM enrollment, 2017, and racial/ethnic minority groups were incorporated in a difference-in-differences study design.RESULTS: After adjusting for patient characteristics, the findings indicate that MTM receipt was associated with incremental net benefit among each race and ethnicity. For instance, the net benefit of MTM among the non-Hispanic White patients was $2498 (95% confidence interval\u2005=\u2005$1609, $3386) at a willingness-to-pay value of $59,908. The study found no significant difference in net benefits for MTM services between minority and White patients.CONCLUSION: The study provides evidence that MTM is a cost-effective tool for managing medication utilization among the Medicare population. However, MTM may not be cost-effective in reducing racial/ethnic disparities in medication utilization in the short term. Further research is needed to understand the long-term cost-effectiveness of MTM on racial/ethnic disparities.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Industrial cities are hotspots for many hazardous air pollutants (HAPs), which are detrimental to human health. We devised an identification method to determine priority HAP monitoring areas using a comprehensive approach involving monitoring, modeling, and demographics. The methodology to identify the priority HAP monitoring area consists of two parts: (1) mapping the spatial distribution of selected categories relevant to the target pollutant and (2) integrating the distribution maps of various categories and subsequent scoring. The identification method was applied in Ulsan, the largest industrial city in South Korea, to identify priority HAP monitoring areas. Four categories related to HAPs were used in the method: (1) concentrations of HAPs, (2) amount of HAP emissions, (3) the contribution of industrial activities, and (4) population density in the city. This method can be used to select priority HAP monitoring areas for intensive monitoring campaigns, cohort studies, and epidemiological studies.", - "output": "Economics", + "input": "Abstract: BACKGROUND: Delivering difficult news to families is an essential but challenging skill. Pediatric trainees report limited confidence in this skill and perform poorly in simulation. We implemented the American Academy of Pediatrics (AAP) Resilience Curriculum and evaluated performance and self-efficacy in delivering difficult news.METHODS: The AAP Resilience Curriculum, using the SPIKES (Set-up, Perception, Invitation, Knowledge, Empathy, and Summary) framework, was taught to pediatric fellows. Fellows' performance during simulations with standardized patients before and after curriculum implementation was scored with a SPIKES checklist. Pre- and post-test surveys assessed self-efficacy in delivering difficult news.RESULTS: Fellows (n=19) significantly improved their performance in delivering difficult news, increasing the median SPIKES checklist scores from 78% to 90% completion (P<0.001). Pediatric fellows (n=35) reported improved confidence from 3.4/5 to 3.9 (P=0.01).CONCLUSIONS: Pediatric fellows demonstrated significant improvement in their ability to deliver difficult news during a simulated patient encounter and reported increased self-efficacy in delivering difficult news.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Medical education in the US has contributed to institutionalized racism through historically exclusionary practices, which has led to health disparities and inequities in health care today. The 1910 Flexner report, which favored schools with greater resources, led to the closure of nearly half of medical schools in the Us, which were mostly small schools located in rural communities that served economically disadvantaged, ethnic minority, and female populations. Closing these schools ultimately limited the availability of physicians willing to serve disadvantaged and minority populations in impoverished and underserved communities. In order to transform medical education to be more equitable, medical schools must be proactive in opportunity, diversity, and equity efforts. This not only includes efforts in admissions and faculty hiring, but also curricula related to social and health disparities, interracial interactions between students and faculty, and service learning activities that engage and work with marginalized communities. The University of Hawai'i John A. Burns School of Medicine has a longstanding commitment to diversity, which is integral to the school's mission. Providing opportunities to underserved populations has been a priority since establishment of the school. As one of the most diverse univeristies in the US, the school of medicine continues to focus on opportunity, diversity, and equity priorities in both its strategic planning and overall mission.", - "output": "History", + "input": "Abstract: The fire of April 15, 2019 at the cathedral of Notre-Dame de Paris offered archaeologists and art historians a unique opportunity to work closely with an emblematic building, a World Heritage Site. The recovery of most of the voussoirs from the collapsed transverse arch of the nave has made it possible to study the operating chain of an essential element of the cathedral, from the choice of material to its implementation, including the techniques used by the stonemason or the knowledge of the joiner. This technical analysis has made it possible to establish comparisons with the other elevations of the cathedral, and also with other Early and High Gothic buildings, allowing us to offer a new proposal for the development of knowledge and the overall chronology of construction. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The goal of the project accounted in the present article was to produce a perfect replica of the mummy of Pharaoh Ramses II with organic and sustainable materials and to let it be displayed without a showcase and even touched by visitors in a museum. The replica was produced by an integrated team of experts through 3D modeling and handcraft. The mummy was the core of the exhibition entitled The mummy of Ramses. The immortal pharaoh visited by more than 50 0 0 people for four months (68 opening days). The interaction of visitors with the touchable embalmed body was thus studied, as well as the preservation state of the recreated mummified skin. The results of such an experience are illustrated hereby. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", - "output": "Art", + "input": "Abstract: To increase the fracture toughness, the two-dimensional laminated textiles can be stitched with fibers throughout their thickness. But the stitch properties effect the mechanical behavior of the composite plates. Because of this reason, in this study, translaminar toughness of carbon fiber composites stitched with different densities and angles is investigated for the first time, experimentally and numerically. In the experimental study, fracture tests are performed according to ASTM E1922 standard and critical load; crack tip opening displacements and fracture toughness values are determined. In the numerical study, the critical stress intensity factor is determined using the M-integral method and the displacement correlation method. Modeling and fracture toughness analyses are performed in ANSYS finite element package. In order to find the crack propagation directions numerically, the model prepared in ANSYS is transferred to the LS-DYNA program and progressive failure analysis is performed. Stitching the layered composites perpendicular to the plane has increased the fracture toughness by 23.5-80.6% for plain-woven composites and 1.41-9.38% for UD composites. Fracture toughness values have increased with increasing stitch density. This increase is highest in the specimen stitched in the longitudinal direction where the toughness increased by similar to 15.4% with 100% increase in stitch density. The highest fracture toughness is obtained with double-directional stitching with a stitch density of 1.25 mm. It is determined that the designed heterogeneous model gives more accurate results than the homogeneous model by similar to 1-6%.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The biographies of some celebrated artists are marked by accounts that paint a far from beautiful portrait. Does this negative-social knowledge influence the aesthetic experience of an artwork? Does an artist's fame protect their paintings from such an influence? We present two preregistered experiments examining the effect of social-emotional biographical knowledge about famous and unknown artists on the reception and perception of their paintings, using aesthetic ratings and neurocognitive measures. In Experiment 1, paintings attributed to artists characterised by negative biographical information were liked less, evoked greater feelings of arousal and were judged lower in terms of quality, than paintings by artists associated with neutral information. No modulation of artist renown was found. Experiment 2 fully replicated these behavioural results and revealed that paintings by artists associated with negative social-emotional knowledge also elicited enhanced early brain activity related to visual perception (P1) and early emotional arousal (early posterior negativity; EPN). Together, the findings suggest that negative knowledge about famous artists can shape not only explicit aesthetic evaluations, but may also penetrate the perception of the artwork itself.", - "output": "Art", + "input": "Abstract: The present geophysical research aims to evaluate the applicability of multichannel analysis of surface waves (MASW) on mapping ultrashallow underwater ancient masonry remnants. The work presents the analysis from a single seismic line using MASW and seismic refraction tomography (SRT) methods and its corresponding electrical resistivity tomography (ERT) section surveyed at the submerged prehistoric site of Agioi Theodoroi area located 10 km eastern of Heraklion, Crete, Greece. The 2D MASW velocity model exhibits significant correspondence with the resistivity structure extracted from the ERT data, showing lateral S-wave velocity (Vs) variations at the positions where the high resistivity anomalies exist. The analysis of synthetic seismic data calculated from a respective model reproduced a comparable S-wave velocity pseudo-section with the real data. However, the investigated targets (submerged buried masonry) appear shallower and wider in MASW sections than in the real world and the corresponding synthetic models, due to insufficient vertical and horizontal resolution of this method. Surface waves travelling through the seafloor sediments (Scholte-waves) demonstrate very low velocity values. This makes them suitable for the detection of shallow and relatively large (> 0.5 m) underwater manmade structures, providing the enhancement of MASW method resolution, by utilizing a high frequency (> 100 Hz) seismic source, recording short Scholte wavelengths (<= 1 m) and using shorter (<= 0.5 m) receiver spacing and array length. Consequently, the results of this work demonstrate the potential in employing conventional seismic techniques in the delineation of underwater antiquities and the revealing of the cultural dynamics in very shallow off-shore archaeological sites.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper aims to interrogate the design studio conversations between teachers and students in order to explore the indicators regarding empathy. To investigate design conversations occurring between design teachers and design students, participant observation studies were conducted at two universities in Finland and Turkey. As an empathic indicator, we addressed (1) how design teachers take the perspective of other agencies and (2) what deliveries are utilised for empathic perspective-taking. It was understood that design teachers identify themselves with both human and non-human agencies as design students, users and materials. Moreover, deliveries leading to the identification of design teachers with these agencies included both discursive and performative means.", - "output": "Art", + "input": "Abstract: Over the past 50 years in the field of immunology, something of a Copernican revolution has happened. For a long time, immunologists were mainly concerned with what is termed adaptive immunity, which involves the exquisitely specific activities of lymphocytes. But the other arm of immunity, so-called innate immunity, had been neglected. To celebrate Cell's 50th anniversary, we have put together a review of the processes and components of innate immunity and trace the seminal contributions leading to the modern state of this field. Innate immunity has joined adaptive immunity in the center of interest for all those who study the body's defenses, as well as homeostasis and pathology. We are now entering the era where therapeutic targeting of innate immune receptors and downstream signals hold substantial promise for infectious and inflammatory diseases and cancer.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In 2020-2021 Brazil simultaneously experienced the far -right presidency of Jair Bolsonaro and the world's largest health crisis in a century. The Covid-19 pandemic struck the country deeply, killing about 690 thousand people by late 2022. They were also years of increased pressure by capital on peasants and indigenous people, targets of the violence with which capital, ever since its dawn, has wielded to advance over spaces that serve the subsistence of immediate producers. In this period, the Brazilian state continued to comply with decades-old demands from neoliberal ideology for privatizations and the dismantling of protections for workers and the poor in general. These phenomena, when articulated by theory inspired by the Marxian concept of primitive accumulation, suggest that the Bolsonaro administration and its class allies used the pandemic as a political opportunity for dispossessing policies. The article discusses this based on concepts that distinguish dispossessions that serve capital expansion from those that do not. The first group includes processes that lead to proletarianization of immediate producers in addition to the capitalization or commodification of hitherto means of subsistence. Among dispossessions that do not expand capital are those that involve the simple redistribution of surpluses or means of production. The paper contributes to the literature on dispossession by analyzing concrete manifestations of it, drawing on a conceptual framework that distinguishes dispossession types that have been conflated in much current research.", - "output": "Law", + "input": "Abstract: Purpose - The purpose of this study is to explore the effect and mechanism of the digital economy's influence on the binary margin of agricultural exports. Design/methodology/approach - Based on the theoretical analysis of the mechanism of the digital economy's influence on the binary margin of agricultural exports, this study empirically examines the effect and mechanism of the digital economy's influence on the binary margin of agricultural exports based on China's customs export data from 2011 to 2016. Findings - The relevant findings are threefold. (1) The digital economy significantly improves the binary margin of agricultural exports, and its effect on the intensive margin is stronger than that on the expansive margin. After the expansive margin is subdivided, the effects on the three sub-variables of the expansive margin are in the following order: old products exported to new markets > new products exported to old markets > new products exported to new markets. (2) The heterogeneity analysis reveals that the digital economy has a stronger role in promoting the binary margin of exports for enterprises in the eastern region, high-income countries as the destination of exports and state-owned enterprises. (3) Mechanism analysis shows that the digital economy promotes the binary margin of agricultural exports by reducing trade costs and intensifying market competition. Originality/value - First, in terms of research perspective, although there are some studies on the impact of the digital economy on export trade in existing literature, the research objects mainly focus on manufacturing enterprises. In fact, agricultural trade is susceptible to natural conditions and seasonal factors, and countries may impose more SPS measures and TBT measures on agricultural trade due to risk considerations. The relationship between the digital economy and agricultural trade also has its own characteristics, but there are few research studies in this area. At present, only Liu and Gao (2022), based on the data of total imports and exports of different agricultural products from 2004 to 2018, have established a vector auto-regressive model to empirically analyse the heterogeneous dynamic impact of the digital economy on the trade volume of agricultural products. In addition, Ma and Guo (2023) conducted an empirical test on the total effect, regional heterogeneity and threshold effect of the digital economy on agricultural export trade based on China's provincial panel data from 2011 to 2020. Therefore, under the new circumstances of continuous integration of digital technology and agriculture, this study interprets the impact effect and mechanism of the digital economy on the binary margin of agricultural exports from the perspective of the digital economy, providing new research perspectives and approaches for promoting the growth of agricultural exports. Second, in terms of theoretical analysis, the above studies have not been fully analysed in terms of the specific mechanism of the impact of the digital economy on agricultural exports. Based on the positive and negative characteristics of agricultural trade, this study introduces two kinds of roles into the theoretical analysis framework to comprehensively determine the trade impact effect of the digital economy.Third, in terms of research design, this study empirically examines the impact of the digital economy on the binary margin of agricultural products, passing a series of robustness tests and investigating the mediating roles of trade cost and market competition effects, producing an empirical basis for China to leverage the digital economy to promote the binary margin of agricultural exports.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Following recent work examining alcohol industry involvements in science, this is a case study that examines the ways in which the alcohol research community engages in boundary work--in which scientists define and defend the demarcation between their community of knowledge makers and others, justifying their claim to legitimacy and authority--in response to alcohol industry-sponsored interventions. The case here involves an economist who disputes the research consensus positions and policy recommendations of the field, having been funded by the key global alcohol industry political organization.METHOD: We examine the functional statements of both sides of this issue to show the ways in which the scientific and policy consensus of the field is disputed. Three examples of the responses of the alcohol research community, presenting different types of responses, are interrogated.RESULTS: In late career and retirement, this economist published extensively in alcohol and health economics journals within the peer-reviewed literature on two key topics in alcohol policy: pricing/taxation measures and advertising restrictions. These commentaries, reviews, and correspondence propose alternative policies favored by the alcohol industry, which are at odds with the alcohol public health evidence base. The three examples examined of boundary work performed by alcohol public health researchers illustrate the variety of ways in which the legitimacy of these interventions has been questioned: on technical grounds, on explicitly normative grounds, and as a body of work as a whole.CONCLUSIONS: Interventions in the scientific literature create important resources for alcohol industry actors to oppose alcohol policy measures globally. The alcohol research field may benefit from discussion about how to respond to these kinds of interventions.", + "input": "Abstract: Medical image segmentation is a focus research and foundation in developing intelligent medical systems. Recently, deep learning for medical image segmentation has become a standard process and succeeded significantly, promoting the development of reconstruction, and surgical planning of disease diagnosis. However, semantic learning is often inefficient owing to the lack of supervision of feature maps, resulting in that high-quality segmentation models always rely on numerous and accurate data annotations. Learning robust semantic representation in latent spaces remains a challenge. In this paper, we propose a novel semi-supervised learning framework to learn vital attributes in medical images, which constructs generalized representation from diverse semantics to realize medical image segmentation. We first build a self-supervised learning part that achieves context recovery by reconstructing space and intensity of medical images, which conduct semantic representation for feature maps. Subsequently, we combine semantic-rich feature maps and utilize simple linear semantic transformation to convert them into image segmentation. The proposed framework was tested using five medical segmentation datasets. Quantitative assessments indicate the highest scores of our method on IXI (73.78%), ScaF (47.50%), COVID-19-Seg (50.72%), PC-Seg (65.06%), and Brain-MR (72.63%) datasets. Finally, we compared our method with the latest semi-supervised learning methods and obtained 77.15% and 75.22% DSC values, respectively, ranking first on two representative datasets. The experimental results not only proved that the proposed linear semantic transformation was effectively applied to medical image segmentation, but also presented its simplicity and ease-of-use to pursue robust segmentation in semi-supervised learning. Our code is now open at: https://github.com/QingYunA/Linear-Semantic-Transformation-for-Semi-Supervised-Medical-Image-Segmentation.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: What is the connection between the cultural evolution of a language and the rapid processing response to that language in the brains of individual learners? In an iterated communication study that was conducted previously, participants were asked to communicate temporal concepts such as tomorrow, day after, year, and past using vertical movements recorded on a touch screen. Over time, participants developed simple artificial 'languages' that used space metaphorically to communicate in nuanced ways about time. Some conventions appeared rapidly and universally (e.g., using larger vertical movements to convey greater temporal durations). Other conventions required extensive social interaction and exhibited idiosyncratic variation (e.g., using vertical location to convey past or future). Here we investigate whether the brain's response during acquisition of such a language reflects the process by which the language's conventions originally evolved. We recorded participants' EEG as they learned one of these artificial space-time languages. Overall, the brain response to this artificial communication system was language-like, with, for instance, violations to the system's conventions eliciting an N400-like component. Over the course of learning, participants' brain responses developed in ways that paralleled the process by which the language had originally evolved, with early neural sensitivity to violations of a rapidly-evolving universal convention, and slowly developing neural sensitivity to an idiosyncratic convention that required slow social negotiation to emerge. This study opens up exciting avenues of future work to disentangle how neural biases influence learning and transmission in the emergence of structure in language.", - "output": "Philosophy", + "input": "Abstract: In this editorial the editor considers issues of historicity (understanding things in their historical context) in health professions education and the sciences thereof, and argues for more attention to historical and other contextual factors in creating and appraising the research literature.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The difficulty of collecting maize leaf lesion characteristics in an environment that undergoes frequent changes, suffers varying illumination from lighting sources, and is influenced by a variety of other factors makes detecting diseases in maize leaves difficult. It is critical to monitor and identify plant leaf diseases during the initial growing period to take suitable preventative measures. In this work, wepropose an automated maize leaf disease recognition system constructed using the PRF-SVM model. The PRFSVM model was constructed by combining three powerful components: PSPNet, ResNet50, and Fuzzy Support Vector Machine (Fuzzy SVM). The combination of PSPNet and ResNet50 not only assures that the model can capture delicate visual features but also allows for end-to-end training for smooth integration.Fuzzy SVM is included as a final classification layer to accommodate the inherent fuzziness and uncertainty in real-world image data.Five different maize crop diseases (common rust, southern rust, grey leaf spot, maydis leaf blight, and turcicum leaf blight along with healthy leaves) are selected from the Plant Village dataset for the algorithm's evaluation. The average accuracy achieved using the proposed method is approximately 96.67%. The PRFSVM model achieves an average accuracy rating of 96.67% and a mAP value of 0.81, demonstrating the efficacy of our approach for detecting and classifying various forms of maize leaf diseases.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Across time, geographies and country income levels, smoking prevalence is highest among people with lower incomes. Smoking causes further impoverishment of those on the lower end of the income spectrum through expenditure on tobacco and greater risk of ill health.METHODS: This paper summarises the results of investment case equity analyses for 19 countries, presenting the effects of increased taxation on smoking prevalence, health and expenditures. We disaggregate the number of people who smoke, smoking-attributable mortality and cigarette expenditures using smoking prevalence data by income quintile. A uniform 30% increase in price was applied across countries. We estimated the effects of the price increase on smoking prevalence, mortality and cigarette expenditures.RESULTS: In all but one country (Bhutan), a one-time 30% increase in price would reduce smoking prevalence by the largest percent among the poorest 20% of the population. All income groups in all countries would spend more on cigarettes with a 30% increase in price. However, the poorest 20% would pay an average of 12% of the additional money spent.CONCLUSIONS: Our results confirm that health benefits from increases in price through taxation are pro-poor. Even in countries where smoking prevalence is higher among wealthier groups, increasing prices can still be pro-poor due to variable responsiveness to higher prices. The costs associated with higher smoking prevalence among the poor, together with often limited access to healthcare services and displaced spending on basic needs, result in health inequality and perpetuate the cycle of poverty.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study explores the impact of green marketing tools (green advertising and eco-labelling) and green motives on green purchase intention, subsequently enhancing green satisfaction and WOM, with brand experience as a moderator. Data from 391 participants in China and 337 in India were analyzed. Findings reveal (a) green marketing tools positively affect green brand image and trust, (b) green brand image and trust mediate the relationship between green marketing tools, motives, and green purchase intention, (c) green purchase intention brings greater satisfaction and WOM, and (d) brand experience moderates the relationship between green brand image, trust, and green purchase intention.", - "output": "Geography", + "input": "Abstract: Importance: Behavior therapy is a recommended intervention for Tourette syndrome (TS) and chronic tic disorder (CTD), but availability is limited and long-term effects are uncertain.Objective: To investigate the long-term efficacy and cost-effectiveness of therapist-supported, internet-delivered exposure and response prevention (ERP) vs psychoeducation for youths with TS or CTD.Design, Setting, And Participants: This 12-month controlled follow-up of a parallel group, superiority randomized clinical trial was conducted at a research clinic in Stockholm, Sweden, with nationwide recruitment. In total, 221 participants aged 9 to 17 years with TS or CTD were enrolled between April 26, 2019, and April 9, 2021, of whom 208 (94%) provided 12-month follow-up data. Final follow-up data were collected on June 29, 2022. Outcome assessors were masked to treatment allocation throughout the study.Interventions: A total of 111 participants were originally randomly allocated to 10 weeks of therapist-supported, internet-delivered ERP and 110 participants to therapist-supported, internet-delivered psychoeducation.Main Outcomes And Measures: The primary outcome was within-group change in tic severity, measured by the Total Tic Severity Score of the Yale Global Tic Severity Scale (YGTSS-TTSS), from the 3-month follow-up to the 12-month follow-up. Treatment response was defined as 1 (very much improved) or 2 (much improved) on the Clinical Global Impression-Improvement scale. Analyses were intention-to-treat and followed the plan prespecified in the published study protocol. A health economic evaluation was performed from 3 perspectives: health care organization (including direct costs for treatment provided in the study), health care sector (additionally including health care resource use outside of the study), and societal (additionally including costs beyond health care [eg, parent's absenteeism from work]).Results: In total, 221 participants were recruited (mean [SD] age, 12.1 [2.3] years; 152 [69%] male). According to the YGTSS-TTSS, there were no statistically significant changes in tic severity from the 3-month to the 12-month follow-up in either group (ERP coefficient, -0.52 [95% CI, -1.26 to 0.21]; P=.16; psychoeducation coefficient, 0.00 [95% CI, -0.78 to 0.78]; P>.99). A secondary analysis including all assessment points (baseline to 12-month follow-up) showed no statistically significant between-group difference in tic severity from baseline to the 12-month follow-up (coefficient, -0.38 [95% CI, -1.11 to 0.35]; P=.30). Treatment response rates were similar in both groups (55% in ERP and 50% in psychoeducation; odds ratio, 1.25 [95% CI, 0.73-2.16]; P=.42) at the 12-month follow-up. The health economic evaluation showed that, from a health care sector perspective, ERP produced more quality-adjusted life years (0.01 [95% CI, -0.01 to 0.03]) and lower costs (adjusted mean difference -$84.48 [95% CI, -$440.20 to $977.60]) than psychoeducation at the 12-month follow-up. From the health care organization and societal perspectives, ERP produced more quality-adjusted life years at higher costs, with 65% to 78% probability of ERP being cost-effective compared with psychoeducation when using a willingness-to-pay threshold of US $79\u202f000.Conclusions And Relevance: There were no statistically significant changes in tic severity from the 3-month through to the 12-month follow-up in either group. The ERP intervention was not superior to psychoeducation at any time point. While ERP was not superior to psychoeducation alone in reducing tic severity at the end of the follow-up period, ERP is recommended for clinical implementation due to its likely cost-effectiveness and support from previous literature.Trial Registration: ClinicalTrials.gov Identifier: NCT03916055.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The COVID-19 pandemic raised not only overwhelming practical challenges but also deep ethical dilemmas for educators. There have been few efforts to connect these challenges to either ethical dilemmas teachers faced in pre-pandemic times or to philosophical analyses of complex normative terrain of teachers' work. We facilitated eleven discussion groups with 101 educators from seven countries on the dilemmas they faced due to COVID-19. Analysis of these sessions reveals how the pandemic amplified, exacerbated and augmented pre-pandemic educational dilemmas in ways that recalibrated teachers' core values and beliefs, and highlights the importance of engaging teachers in ethical dialogue.", - "output": "Philosophy", + "input": "Abstract: Reverse zoonotic respiratory diseases threaten great apes across Sub-Saharan Africa. Studies of wild chimpanzees have identified the causative agents of most respiratory disease outbreaks as common cold paediatric human pathogens, but reverse zoonotic transmission pathways have remained unclear. Between May 2019 and August 2021, we conducted a prospective cohort study of 234 children aged 3-11years in communities bordering Kibale National Park, Uganda, and 30 adults who were forest workers and regularly entered the park. We collected 2047 respiratory symptoms surveys to quantify clinical severity and simultaneously collected 1989 nasopharyngeal swabs approximately monthly for multiplex viral diagnostics. Throughout the course of the study, we also collected 445 faecal samples from 55 wild chimpanzees living nearby in Kibale in social groups that have experienced repeated, and sometimes lethal, epidemics of human-origin respiratory viral disease. We characterized respiratory pathogens in each cohort and examined statistical associations between PCR positivity for detected pathogens and potential risk factors. Children exhibited high incidence rates of respiratory infections, whereas incidence rates in adults were far lower. COVID-19 lockdown in 2020-2021 significantly decreased respiratory disease incidence in both people and chimpanzees. Human respiratory infections peaked in June and September, corresponding to when children returned to school. Rhinovirus, which caused a 2013 outbreak that killed 10% of chimpanzees in a Kibale community, was the most prevalent human pathogen throughout the study and the only pathogen present at each monthly sampling, even during COVID-19 lockdown. Rhinovirus was also most likely to be carried asymptomatically by adults. Although we did not detect human respiratory pathogens in the chimpanzees during the cohort study, we detected human metapneumovirus in two chimpanzees from a February 2023 outbreak that were genetically similar to viruses detected in study participants in 2019. Our data suggest that respiratory pathogens circulate in children and that adults become asymptomatically infected during high-transmission times of year. These asymptomatic adults may then unknowingly carry the pathogens into forest and infect chimpanzees. This conclusion, in turn, implies that intervention strategies based on respiratory symptoms in adults are unlikely to be effective for reducing reverse zoonotic transmission of respiratory viruses to chimpanzees.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In deserts, water has been singled out as the most important factor for choosing where to settle, but trees were likely an important part of the landscape for hunter-gatherers beyond merely constituting an economic resource. Yet, this critical aspect has not been considered archaeologically. Here, we present the results of mapping and radiocarbon dating of a truly unique archaeological record. Over 150 preserved stumps around five Late Pleistocene/Early Holocene archaeological campsites (12,800 to 11,200 cal BP) show that trees were key features in the creation of everyday habitats for the first inhabitants of the Atacama Desert. At two of these sites, QM12 and QM35, the spatial and chronological correlation between trees and hearths reveals that people located their homes under the tree canopy. At residential site QM35, artifact distribution coincides with a grove dated to ~11,600 to 11,200 cal BP. A third residential area (QM32) occurred along the grove margins ~12,000 to 11,200 cal BP. Based on the distinct cultural material of these two camps, we propose that two different groups intermittently shared this rich wetland-grove environment. The tree taxa suggest a preference for the native Schinus molle, a tree scarcely present on the landscape today, over the endemic, nitrogen-fixing Strombocarpa tamarugo, both for toolmaking and firewood and even though the S. tamarugo was locally more abundant. Together with the spatial and chronological coincidence of campsites, hearths, and trees, we propose that people spared the most abundant and resilient species to create their homes, in turn promoting fertility oases amid the Atacama's hyperaridity.", - "output": "Archaeology", + "input": "Abstract: While historians have recently called attention to the racial assumptions that shaped the debates over monetary reform in either the colonial Philippines or China during the first years of the twentieth century, this essay analyzes the crosscurrents between efforts to civilize and develop Filipino and Chinese monetary systems. It first examines the history of the Philippine money question (1899-1903), revealing anxieties about the apparent attachment Native Filipinos and Chinese had to silver currency. U.S. colonial officials were ambivalent toward the Native Filipinos, seeing them as possibly teachable, but so-called silver savagism was seen as too deeply engrained in the Chinese community, making the Chinese appear as a threat to monetary stability. In the last section, the article turns to China, revealing how the outcome of the Philippine money question shaped how U.S. monetary experts approached their efforts to reform China's monetary system. Throughout this process, U.S. colonial officials and monetary experts defined the Philippines and China (silver countries) and Filipinos and Chinese (silver-handling types) as overlapping objects of development. This analysis reveals how development was simultaneously an economic, racial, and imperial language.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Medical trainees (medical students, residents, and fellows) are playing an active role in the development of new curricular initiatives; however, examinations of their advocacy efforts are rarely reported. The purpose of this study was to understand the experiences of trainees advocating for improved medical education on the care of people with intellectual and/or developmental disabilities.METHODS: In 2022-23, the authors conducted an explanatory, sequential, mixed methods study using a constructivist paradigm to analyze the experiences of trainee advocates. They used descriptive statistics to analyze quantitative data collected through surveys. Participant interviews then yielded qualitative data that they examined using team-baseddeductive and inductivethematic analysis. The authors applied Kern's six-stepapproach to curriculum development as a framework for analyzing and reporting results.RESULTS: A total of 24 participants completed the surveys, of whom 12 volunteered to be interviewed. Most survey participants were medical students who reported successful advocacy efforts despite administrative challenges. Several themes were identified that mapped to Steps 2, 4, and 5 of the Kern framework: Utilizing Trainee Feedback related to Needs Assessment of Targeted Learners (Kern Step 2);Inclusion related to Educational Strategies (Kern Step 4); and Obstacles, Catalysts, and Sustainability related to Curriculum Implementation (Kern Step 5).CONCLUSIONS: Trainee advocates are influencing the development and implementation of medical education related to the care of people with intellectual and/or developmental disabilities. Their successes are influenced by engaged mentors, patient partners, and receptive institutions and their experiences provide a novel insight into the process of trainee-driven curriculum advocacy.", - "output": "Education", + "input": "Abstract: The corrosion inhibition effect, reinforcement effect and penetration effect of rusted bronze before and after the compounding of 2-mercaptobenzimidazole (MBI) with B72 (Paraloid B72) were investigated using surface analysis and electrochemical techniques. Fourier transform infrared spectroscopy (FT-IR), Raman spectroscopy (Raman), X-ray photoelectron spectroscopy (XPS) and quantum chemical computing techniques were used to explore the mechanism of corrosion mitigation further. In addition, an electronic universal testing machine was used to test the ability of the material to reinforce different rust compositions before and after compounding. The dynamic potential polarization method was used to determine the composite scheme's optimal corrosion inhibition ratio and study the corrosion inhibition effect. The experimental results showed that the best corrosion inhibition effect was achieved at the ratio of MBI/B72 ratio 3:7, and the corrosion inhibition efficiency was 97.84 % under these conditions. Most of the MBI molecules used by us presented prominent permeation adsorption behavior. They formed uneven films of Cu(I)-MBI and Cu(II)-MBI coordination compounds on the surface of the rust layer. Finally, B72 combines with MBI molecules through hydrogen bonding to form a compact and smooth film, which helps improve corrosion inhibition efficiency and plays a certain role in reinforcement. (c) 2024 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Anthropogenic pollution impacts human and environmental health, climate change, and air quality. Karabuk, an industrial area from the Black Sea Region in northern Turkiye, is vulnerable to environmental pollution, particularly soil and air. In this research on methodological aspects, we analyzed the concentrations of six potential toxic metals in the atmospheric deposition of the city using the passive method of moss biomonitoring. The ground-growing terrestrial moss, Hypnum cupressiforme Hedw., was collected during the dry season of August 2023 at 20 urban points. The concentrations of Cr, Cu, Cd, Ni, Pb, and Co were determined in mosses by the ICP-MS method. Descriptive statistical analysis was employed to evaluate the status and variance in the spatial distribution of the studied metals, and multivariate analysis, Pearson correlation, and cluster analysis were used to investigate the associations of elements and discuss the most probable sources of these elements in the study area. Cd and Co showed positive and significant inter-element correlations (r>0.938), representing an anthropogenic association mostly present in the air particles emitted from several metal plants. The results showed substantial impacts from local industry, manufactured activity, and soil dust emissions. Steel and iron smelter plants and cement factories are the biggest emitters of trace metals in the Karabuk area and the primary sources of Cr, Cd, Ni, and Co deposition.", - "output": "Economics", + "input": "Abstract: INTRODUCTION: Communication between clinicians and family members of patients about treatment limitation practices is essential to care-planning and decision-making. For patients and family members from culturally diverse backgrounds, there are additional considerations when communicating about treatment limitations.OBJECTIVE: The objective of this study was to explore how treatment limitations are communicated with family members of patients from culturally diverse backgrounds in intensive care.METHODS: A descriptive study using a retrospective medical record audit was undertaken. Medical record data were collected from patients who died in 2018 in four intensive care units in Melbourne, Australia. Data are presented using descriptive and inferential statisticsand progress note entries.RESULTS: From 430 adult deceased patients, 49.3% (n=212) of patients were born overseas, 56.9% (n=245) identified with a religion, and 14.9% (n=64) spoke a language other than English as their preferred language. Professional interpreters were used in 4.9% (n=21) of family meetings. Documentation about the level of treatment limitation decisions were present in 82.1% (n=353) of patient records. Nurses were documented as present for treatment limitation discussions for 49.3% (n=174) of patients. Where nurses were present, nurses supported family members, including reassurance that end-of-life wishes would be respected. There was evidence of nurses coordinating healthcare activities and attempting to address and resolve difficulties experienced by family members.CONCLUSIONS: This is the first known Australian study to explore documented evidence of how treatment limitations are communicated with family members of patients from culturally diverse backgrounds. Many patients have documented treatment limitations, yet there are a proportion of patients who die before treatment limitations can be discussed with family, which may influence the timing and quality of end-of-life care. Where language barriers exist, interpreters should be used to better ensure effective communication between clinicians and family. Greater provision for nurses to engage in treatment limitation discussions is required.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The bivalve mollusk Iphigenia brasiliensis, locally known as tarioba, is an important fishing resource exploited along the coast of Maranha similar to o. Despite its socioeconomic relevance to numerous shellfish communities on the Amazon coast, little information is available on this species. This study aimed to evaluate the socioeconomic profiles and traditional local knowledge of I. brasiliensis fishermen working on Maranha similar to o Island. For this purpose, 106 guided interviews were conducted with workers selected using the snowball method in the four municipalities of the region: Sa similar to o Luis, Raposa, Paco do Lumiar, and Sa similar to o Jose ' de Ribamar. The results showed that shellfish gatherers are predominantly young men with reasonable education and low income who start practicing the activity early, are influenced by family and friends, and have traditional knowledge verticalized between generations. In the region, three methods of capturing mollusks were identified: diving, using hands and feet, and with the support of a stick, with subsistence being the main demand for the activity. Dozens of mollusks are marketed in natura, with prices varying between municipalities, and processing is conducted only by the final consumer.", - "output": "Geography", + "input": "Abstract: BACKGROUND: The impact of changes in physical activity after ischemic stroke (IS) on the subsequent myocardial infarction (MI) risk is not fully understood. We aimed to investigate the effects of changes in physical activity on the risk of MI after acute IS using data from the Korean National Health Insurance Services Database.METHODS: 224,764 patients newly diagnosed with IS between 2010 and 2016 who underwent two serial biannual health checkups were included. The participants were divided into four categories according to changes in their physical activity: persistent non-exercisers, new exercisers, exercise dropouts, and exercise maintainers. The primary outcome was a new diagnosis of incident MI. Multivariable Cox proportional models were used to assess the effects of changes in exercise habits on the risk of MI.RESULTS: After a median of 4.25 years of follow-up, 6,611 (2.94%) MI cases were observed. After adjusting for confounders, new exercisers and exercise maintainers were significantly associated with a lower risk of incident MI than persistent non-exercisers (aHR, 0.849; 95% CI, 0.792-0.911; P-value<0.001; and aHR, 0.746; 95% CI, 0.696-0.801; P-value<0.001, respectively). Effects were consistent across sexes, more pronounced in those>65 years. Notably, any level of physical activity after stroke was associated with a reduced MI risk compared to no exercise.CONCLUSIONS: In this nationwide cohort study, commencing or sustaining physical activity after an IS corresponded to a diminished likelihood of subsequent MI development. Advocating physical activity in ambulatory stroke survivors could potentially attenuate the prospective risk of MI.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigated the Chinese millennials' perspectives of tourism sustainability using Hofstede's five-dimensional model. It examined the relationship between their environmental attitudes and hedonic/utilitarian values. According to the findings, collectivism had a positive impact on their pro-environmental attitude, evident in both their preferences and behaviors. Large power distance as well as high tolerance for uncertainty, conversely, resulted in a less pro-environmental attitude. Simultaneously, their masculinity, as expressed in their tendency to obtain more profit in advance, was harmful. This research adds to a greater understanding of cultural and individual values and suggests marketing strategies to advocate for environmentally conscious behaviors.", - "output": "Geography", + "input": "Abstract: OBJECTIVES: Bing Chat is a large language model artificial intelligence (AI) with online search and text generating capabilities. This study assessed its performance within the scope of dentistry in: (a) tackling exam questions for dental students, (ii) providing guidelines for dental practitioners, and (iii) answering patients' frequently asked questions. We discuss the potential of clinical tutoring, common patient communication and impact on academia.METHODS: With the aim of assessing AI's performance in dental exams, Bing Chat was presented with 532 multiple-choice questions and awarded scores based on its answers. In evaluating guidelines for clinicians, a further set of 15 questions, each with 2 follow-up questions on clinical protocols, was presented to the AI. The answers were assessed by 4 reviewers using electronic visual analog scale. In evaluating answers to patients' frequently asked questions, another list of 15 common questions was included in the session, with respective outputs assessed.RESULTS: Bing Chat correctly answered 383 out of 532 multiple-choice questions in dental exam part, achieving a score of 71.99 %. As for outlining clinical protocols for practitioners, the overall assessment score was 81.05 %. In answering patients' frequently asked questions, Bing Chat achieved an overall mean score of 83.8 %. The assessments demonstrated low inter-rater reliability.CONCLUSIONS: The overall performance of Bing Chat was above the regularly adopted passing scores, particularly in answering patient's frequently asked questions. The generated content may have biased sources. These results suggest the importance of raising clinicians' awareness of AI's benefits and risks, as well as timely adaptations of dental education curricula, and safeguarding its use in dentistry and healthcare in general.CLINICAL SIGNIFICANCE: Bing Chat AI performed above the passing threshold in three categories, and thus demonstrated potential for educational assistance, clinical tutoring, and answering patients' questions. We recommend popularizing its benefits and risks among students and clinicians, while maintaining awareness of possible false information.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The COVID-19 pandemic has prompted a rapid shift to online teaching, placing unprecedented demands on educators' physical and mental well-being. However, the relationship between English as a Foreign Language (EFL) teachers' physical activity, emotion regulation, and competence for online teaching remains underexplored.OBJECTIVES: This study aimed to investigate the interplay between EFL teachers' physical activity, emotion regulation strategies, and competence for online teaching.RESULTS: Structural equation modeling revealed significant direct and indirect effects, indicating that physical activity positively influences emotion regulation, which, in turn, enhances teachers' competence for online instruction. Furthermore, emotion regulation was found to mediate the relationship between physical activity and online teaching competence.CONCLUSIONS: These findings underscore the importance of promoting physical activity among EFL teachers as a means to enhance their emotion regulation skills and competence for online teaching, particularly in the context of the COVID-19 pandemic.IMPLICATIONS: The study highlights the need for targeted interventions aimed at supporting EFL teachers' well-being and professional development, with implications for educational policies, teacher training programs, and institutional support structures in the digital learning landscape.", + "input": "Abstract: This study examined the level of awareness and utilization of insecticide-treated bed nets among medical students as measures for reducing malaria episodes in Delta State University, Abraka. It was a descriptive study with objectives and research questions formulated to achieve the study design. A sample size of 200 male and female students resident in the campus hostels were selected using random sampling technique. A self-structured questionnaire was designed and administered to the study participants, however, only 148 copies of the questionnaires were successfully retrieved and used for the study. Data generated were subjected to quantitative statistical analysis for frequencies, percentages, average mean and Chi-square testing. Findings revealed that the level of awareness was significantly associated with the role of health workers in the distribution of insecticide-treated bed nets in Delta State University, Abraka, although, factors hindering health workers from distributing insecticide-treated bed nets were identified. There was significant difference between perception of medical students and the utilization of insecticide-treated bed nets on risk of malaria spread. In addition, there was significant difference between the benefits of using insecticide-treated bed nets and the prevention and control of malaria. We therefore conclude that regular utilization of insecticide-treated bed nets due to adequate awareness eliminates contact with mosquitoes and prevents transmitting vectors of malaria from having contact with the users of insecticide-treated bed net. Massive health education campaign is recommended to further scale up the awareness and effective utilization of insecticide-treated bed nets towards prevention and control of malaria bites among students in Delta State University, Abraka.", "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The objective of this paper is to integrate Urban Political Ecology (UPE) as a theory for identifying under-exposed urban dimensions of Antimicrobial Resistance (AMR). A UPE lens allows us to conceptualize urbanization as a ubiquitous socio-ecological process and an interpretive frame that could inform AMR governance strategies across related contexts by: a) situating AMR risks in relation to urbanization processes shaping social and political co-determinants of such systemic threats as climate change; b) aligning UPE scholarship with One Health (OH) approaches that address AMR to reveal the under-exposed link of AMR to environmental threats and broader structural dimensions that influence these threats; and c) identifying shared AMR and environmental governance pathways that inform the rationale for more equitable governance arrangements. We delineate a context in which the speed and scale of human activity in the larger context of urbanization, driven by global market integration strategies, impacts human-animal-environmental health threats such as AMR. We demonstrate how UPE scholarship can be leveraged to offer theoretical depth to approaches considering the interdependencies of AMR and climate change threats. We then propose a strategic approach focused on identifying shared governance pathways and intersectoral accountability frameworks to address upstream structural drivers of AM-Environmental threats. The co-benefits of a UPE-informed framework to human-animal-environmental health that leverages enabling policy environments to foster a more collaborative, equitable and sustainable approach to address systemic global health threats are clarified. Just as the concept of health in all policies emphasized taking health implications into account in all public policy development, the integration of UPE in AMR governance arrangements would emphasize the need to take other sectors into account through an intersectoral whole-of-government approach that fosters shared AMR - climate change governance pathways.", - "output": "Law", + "input": "Abstract: Our objective was to decompose mortality mechanisms during the coronavirus disease 2019 (COVID-19) pandemic to estimate direct, indirect, and associated deaths from COVID-19. Given the confirmatory diagnosis of COVID-19, a death event that was not necessarily caused by respiratory complications but stemmed from other complications was categorized as an indirect death from COVID-19. Associated deaths occurred in patients who did not have COVID-19 but died during the surge in COVID-19 cases when overwhelming pressure was exerted on the healthcare system. Analyzing the sixth wave (i.e., the first epidemic wave of the Omicron B.1.1.529 variant from January to May 2022), decomposition was achieved using the binomial and Poisson sampling process models fitted to two pieces of data (i.e., COVID-19 death certificate and excess data by major cause of death). The total numbers of direct, indirect, and associated deaths during the sixth wave in Osaka were estimated at 1,071; 948; and 2,157; respectively. The number of associated deaths was greater than the sum of direct and indirect deaths. We further observed that the composition of indirect and associated deaths differed by major cause of death, and deaths caused by circulatory disease included a greater proportion of indirect deaths compared with deaths by other causes. The goals of healthcare services for endemic COVID-19 include the sustainable provision of services to avoid preventable deaths. Therefore, gaining an in-depth understanding of mechanisms that lead to excess death is vital for improving future pandemic response efforts.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Research examining the contraceptive paradox has illuminated how contraception can be a source of empowerment for some and oppression for others. This study advances theorizing of the contraceptive paradox by illustrating how 45 young women experience contraception as both liberating and constraining due to a confluence of biomedicalization processes, gender inequality, and neoliberal feminism. Drawing on focus group data, we find that the biomedicalization of pregnancy prevention and neoliberal feminist discourse, in combination with experiences of social and economic privilege and gender inequality in fertility work, shape participants' interpretation of contraceptive technology as a key resource for individually liberating themselves from undesired pregnancy. At the same time, their experiences indicate prescription contraception plays an oppressive role in their lives. In addition to blaming themselves and their bodies for negative contraceptive side effects, participants take for granted that assuming sole responsibility for contraceptive use in their relationships with men is the price they must pay to feel free. The findings indicate that addressing a social problem using an individualized biomedical solution obscures the power that structural inequalities exert over pregnancy-capable people, including relatively privileged young women. As an expression of biopower, these dynamics prompted participants to emphasize distributive justice over social justice, foreclosing their engagement in collective action.", - "output": "Philosophy", + "input": "Abstract: A vast amount of location information exists in unstructured texts, such as social media posts, news stories, scientific articles, web pages, travel blogs, and historical archives. Geoparsing refers to recognizing location references from texts and identifying their geospatial representations. While geoparsing can benefit many domains, a summary of its specific applications is still missing. Further, there is a lack of a comprehensive review and comparison of existing approaches for location reference recognition, which is the first and core step of geoparsing. To fill these research gaps, this review first summarizes seven typical application domains of geoparsing: geographic information retrieval, disaster management, disease surveillance, traffic management, spatial humanities, tourism management, and crime management. We then review existing approaches for location reference recognition by categorizing these approaches into four groups based on their underlying functional principle: rule-based, gazetteer matching-based, statistical learning-based, and hybrid approaches. Next, we thoroughly evaluate the correctness and computational efficiency of the 27 most widely used approaches for location reference recognition based on 26 public datasets with different types of texts (e.g., social media posts and news stories) containing 39,736 location references worldwide. Results from this thorough evaluation can help inform future methodological developments and can help guide the selection of proper approaches based on application needs.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Pollution of water resources with nitrate is currently one of the major challenges at the global level. In order to make macro-policy decisions in water safety plans, it is necessary to carry out nitrate risk assessment in underground water, which has not been done in Fars province for all urban areas. In the current study, 9494 drinking water samples were collected in four seasons in 32 urban areas of Fars province in Iran, between 2017 and 2021 to investigate the non-carcinogenic health risk assessment. Geographical distribution maps of hazard quotient were drawn using geographical information system software. The results showed that the maximum amount of nitrate in water samples in 4% of the samples in 2021, 2.5% of the samples in 2020 and 3% of the samples in 2019 were more than the standard declared by World Health Organization guidelines (50mg/L). In these cases, the maximum amount of nitrate was reported between 82 and 123mg/L. The HQ values for infants did not exceed 1 in any year, but for children (44%\u00b110.8), teenagers (10.8%\u00b18.4), and adults (3.2%\u00b11.7) exceeded 1 in cities, years, and seasons, indicating that three age groups in the studied area are at noticeably significant non-carcinogenic risk. The results of the Monte Carlo simulation showed that the average value of non-carcinogenic risk was less than 1 for all age groups. Moreover, the maximum HQ values (95%) were higher than 1 for both children and teenager, indicating a significant non-carcinogenic risk for the two age groups.", + "input": "Abstract: The adoption of AI-powered systems in healthcare has revolutionized the field by introducing autonomous diagnostics and predictions, though it remains a source of debate due to its disruptive nature. This research utilizes the holistic model of stress to empirically examine the effects of six techno-stressors on both techno-eustress and techno-distress among users in the healthcare sector. Data for this research was collected from 224 participants through an e-survey distributed across diverse sources. The findings reveal intriguing insights, highlighting the emergence of techno-unpredictability as a potential new techno-stressor within the context of AI-powered systems in healthcare. With this newfound understanding, healthcare specialists and organizations can stay one step ahead, better equipped to address and navigate the complexities of emerging stressors for enhanced well-being, patient care and safety.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Sex disparities exist in cardiometabolic diseases. Metabolomic profiling offers insight into disease mechanisms, as the metabolome is influenced by environmental and genetic factors. We identified metabolites associated with sex and determined if sex-associated metabolites are associated with incident stoke, incident coronary heart disease, prevalent hypertension, and prevalent chronic kidney disease.METHODS AND RESULTS: Targeted metabolomics was conducted for 357 metabolites in the REGARDS (Reasons for Geographic and Racial Differences in Stroke) case-cohort substudy for incident stroke. Weighted logistic regression models were used to identify metabolites associated with sex in REGARDS. Sex-associated metabolites were replicated in the HyperGEN (Hypertension Genetic Epidemiology Network) and using the literature. Weighted Cox proportional hazard models were used to evaluate associations between metabolites and incident stroke. Cox proportional hazard models were used to evaluate associations between metabolites and incident coronary heart disease. Weighted logistic regression models were used to evaluate associations between metabolites and hypertension and chronic kidney disease. Fifty-one replicated metabolites were associated with sex. Higher levels of 6 phosphatidylethanolamines were associated with incident stroke. No metabolites were associated with incident coronary heart disease. Higher levels of uric acid and leucine and lower levels of a lysophosphatidylcholine were associated with hypertension. Higher levels of indole-3-lactic acid, 7 phosphatidylethanolamines, and uric acid, and lower levels of betaine and bilirubin were associated with chronic kidney disease.CONCLUSIONS: These findings suggest that the sexual dimorphism of the metabolome may contribute to sex differences in stroke, hypertension, and chronic kidney disease.", - "output": "Demography", + "input": "Abstract: PurposeThis study introduces a non-orthodox approach to the dominant policy-based approaches to graduate employability through contextualizing international students' everyday experiences within their educational and wider structural contexts of the labour market.Design/methodology/approachThe study used narrative frames to collect data from 180 international students from China, Hong Kong, India, Sri Lanka, Vietnam and Nepal at a New Zealand tertiary institution. Narrative frames as a research tool in educational contexts are used to ellicit the experiences of individuals in the form of a story as participants reflect on their experience. The frames use sentence starters to draw responses from participants about their experiences (Barkhuizen and Wette, 2008).FindingsThis study argues that, through a socialization process, international students develop identities that fit an ever-changing labour market. This process is catalysed by a higher education landscape that produces career-ready subjects capable of appropriating different social spaces that prepare students and graduates to enter the labour market. Further, it argues that graduate employability should be understood as a complex process through which students and graduates socialise themselves through negotiating the socioacademic spaces by (1) familiarising themselves with the dominant workspace norms, (2) positioning themselves as more career-ready individuals, and (3) imagigining employable selves capable of meeting the needs of the job market.Research limitations/implicationsThis study has limitations. Only one data collection source has been used. It would have been great to use narrative frames along with interviews. In addition, the data would have been stronger if the researcher could have used classroom observations, which could be a future initiative.Practical implicationsThis study could provide practical insights to tertiary institutions about international students' developing capabilities and identities so they could better prepare themselves for the world of work. Further, this study provides insights about some of the challenges that international students face in tertiary contexts to become career-ready. Hence, educators could employ strategies to better support these learners in their everyday learning spaces. This study also has useful benefits for future and current international students and international graduates regarding what investments they need to make so they can better socialize themselves in their tertiary and workplace practices.Social implicationsThis study has social implications. It helps international students better understand the social, cultural and academic expectations of their host countries. Therefore, they could better socialize themselves into those practices and contribute more effectively to their academic and workplace communities. The study also helps academic and workplace institutions strategize more effectively to address the social and cultural needs of international graduates. The study also contributes to the social and cultural understanding of the teachers that engage with international students on a daily basis by helping them devise activities that better address these students' and graduates' needs.Originality/valueThe study adds theoretical and methodological value to the debates around graduate employability. It includes the voices of 180 students and unravels their day-to-day experiences of capability building and employability development from their own perspectives.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Passenger vehicles have significant environmental concerns, accounting for approximately 52% of total CO2 emissions in the transportation sector over well to wheel period. Understanding its historical emission trends and drivers is crucial for future carbon reduction interventions. Here, an integrated analytical framework is developed, consisting of the vehicle fleet-based fuel cycle carbon emissions accounting model, Logarithmic Mean Divisia Index method (LMDI) and scenario-based prediction method. The obtained results of case study in China show that: i) The annual CO2 emissions from passenger vehicles consistently increased from 228.4 Mt in 2012 to 459.9 Mt in 2022, primarily driven by income per capita and passenger vehicle ownership. ii) The reduction in vehicle fuel intensity and changes in market structure contributed to decreases in emissions of 41.6 Mt and 1.8 Mt, respectively. Moreover, the emission coefficient effect has more significant impacts in new energy vehicles (NEVs), leading to a reduction of 1.0 Mt. iii) By optimizing the market structure, 3425.8 Mt CO2 emissions could be mitigated by 2060, yielding the lowest aggregate emissions among all emission reduction strategies. iv) The adoption of advanced power technology will continue to contribute to carbon reduction till 2045. The effectiveness of the emission coefficient reduction strategy will be strengthened after 2045, leading to the lowest annual CO2 emissions of 26.0 Mt by 2060. Long-term emission curtailment will necessitate technological innovation and widespread adoption of new energy vehicles and clean electricity.", + "input": "Abstract: The sustainable development goals (SDGs) represent the global ambition to accelerate sustainable development. Several SDGs are directly related to climate change and policies aiming to mitigate it. This includes, among others, the set of SDGs that directly influence the climate, land, energy, and water (CLEW) nexus (SDGs 2, 6, 7, 13, 15). This study aims at understanding the synergies and trade-offs between climate policy and the SDGs agenda: how does near-term action on SDGs influence long-term climate goals? Based on a multi-model comparison, we evaluate three scenarios: (i) reference; (ii) climate mitigation; and (iii) a CLEW nexus SDGs scenario. We find clear positive effects of combining the climate and the sustainable development agendas. Notably, healthier diets, with reduced meat consumption, have strong co-benefits for climate, with positive effects across multiple SDGs: improvements in food security, reductions in air pollution and water stress, and improvements in biodiversity conservation. Such positive outcomes are prominent in the Global South, where regions typically at higher risk of food and energy insecurity and other environmental stresses (e.g. Sub-Saharan Africa, Asia and Latin America) benefit from a shorter term agenda focusing not only on the climate but also on the other sustainable development dimensions. However, trade-offs are also observed (e.g. increases in the prices of food and electricity), especially in the dynamics of land and the food systems, highlighting the importance of exploring policy synergies: if individually applied, some measures can negatively impact other sustainability goals, while taking into consideration the nexus interactions can reduce trade-offs and increase co-benefits. Finally, near-term action on SDGs can help speed up the transition towards the long-term climate goals, reducing the reliance on negative emissions options. In 2100, the SDG scenario in significantly less reliant on carbon dioxide removals both from AFOLU and the energy system.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Leadership models that uphold feminist qualities of mutuality, collaboration, and distribution of power can foster organizational and community success. Utilizing a systems perspective grounded in land-based analogies can assist with understanding the diversity and strength that come from entire ecosystems around wicked social issues. While Indigenous leadership models have supported such perspectives since time immemorial, current and ongoing acts of colonialism driven by patriarchal systems and violent gender-based policies and procedures have eroded matriarchal leadership models that sustained what is now known as Canada for generations. Reflections of two evolving Indigenous women in leadership note the opportunities to reawaken matriarchal values in organizational and community leadership as a powerful act of reconciliation.", - "output": "Philosophy", + "input": "Abstract: The research focuses on the characterization of a tephra level extracted from sedimentary sequences obtained from three lacustrine environments from the northern Patagonia Andean range to define the volcano of origin. The dating of the tephra level corresponds to the mid-18th century but there is no scientific record nor geological evidence of this event. The sediment sequences were collected from lakes Nahuel Huapi, Moreno Oeste, and Toncek, in northern Patagonia, located downwind from the Cord'on Caulle Volcanic Complex (CCVC), the potential source, at 45, 86, and 95 km respectively. These environments are frequently impacted by tephra falls from different sources in the Southern Volcanic Zone. Particle morphology, glass and mineral chemistry, together with textural analysis, provided a detailed characterization of the tephra layer recovered at each site. This characterization allowed the association of the tephra material with the CCVC predominantly, with minor Osorno volcano contributions. Historical records of both volcanic systems included eruptions in the mid-18th century (1759 CE and 1752-1796 CE, respectively). Hence, the characterization and the comparison with historical records of volcanic eruptions let us conclude that the tephra is composed of materials dispersed by CCVC in the nearby lakes, whereas contributions from Osorno volcano are observed in environments to the south of the study site, during the mid-18th century. The study demonstrates the potential of this type of detailed characterization in lake sequences to develop and support increasing research on historical volcanic records, helping to improve the knowledge of the volcanic hazard of a region.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVES: In middle-income countries, poor physician-patient communication remains a recognized barrier to enhancing healthcare quality and patient satisfaction. This study investigates the influence of provider-patient communication skills on healthcare quality and patient satisfaction in the rural primary healthcare setting in China.METHODS: Data were collected from 504 interactions across 348 rural primary healthcare facilities spanning 21 counties in three provinces. Using the Standardized Patient method, this study measured physician-patient communication behaviors, healthcare quality, and patient satisfaction. Communication skills were assessed using the SEGUE questionnaire framework. Multivariate linear regression models and multivariate logistic regression models, accounting for fixed effects, were employed to evaluate the impact of physicians' communication skills on healthcare quality and patient satisfaction.RESULTS: The findings indicated generally low provider-patient communication skills, with an average total score of 12.2\u00b12.8 (out of 24). Multivariate regression models, which accounted for physicians' knowledge and other factors, demonstrated positive associations between physicians' communication skills and healthcare quality, as well as patient satisfaction (P<0.05). Heterogeneity analysis revealed stronger correlations among primary physicians with lower levels of clinical knowledge or more frequent training.CONCLUSION: This study emphasizes the importance of prioritizing provider-patient communication skills to enhance healthcare quality and patient satisfaction in rural Chinese primary care settings. It recommends that the Chinese government prioritize the enhancement of provider-patient communication skills to improve healthcare quality and patient satisfaction.", - "output": "Communication", + "input": "Abstract: For millennia, healing and psychoactive plants have been part of the medicinal and ceremonial fabric of elaborate rituals and everyday religious practices throughout Mesoamerica. Despite the essential nature of these ritual practices to the societal framework of past cultures, a clear understanding of the ceremonial life of the ancient Maya remains stubbornly elusive. Here we record the discovery of a special ritual deposit, likely wrapped in a bundle, located beneath the end field of a Late Preclassic ballcourt in the Helena complex of the Maya city of Yaxnohcah. This discovery was made possible by the application of environmental DNA technology. Plants identified through this analytical process included Ipomoea corymbosa (xtabentun in Mayan), Capsicum sp. (chili pepper or ic in Mayan), Hampea trilobata (jool), and Oxandra lanceolata (chilcahuite). All four plants have recognized medicinal properties. Two of the plants, jool and chilcahuite, are involved in artifact manufacture that have ceremonial connections while chili peppers and xtabentun have been associated with divination rituals. Xtabentun (known to the Aztecs as ololiuhqui) produces highly efficacious hallucinogenic compounds and is reported here from Maya archaeological contexts for the first time.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article describes the organization, operation, and contents of the Virtual Historical Archive of the Faculty of Psychology, University of Buenos Aires, Argentina. The organization of this archive started in 2008, as part of the activities planned by the Chair II of History of Psychology, and gained the support of the Faculty of Psychology. From its beginnings to the present, several documentary sources and materials related to the history of psychology in Argentina have been incorporated. It currently contains six thematic sections and three special collections, and it is expected that in the future it will be extended to other thematic areas. (PsycInfo Database Record (c) 2024 APA, all rights reserved).", - "output": "History", + "input": "Abstract: The Notre-Dame de Paris (NDP) wooden oak frame is one of the greatest masterpieces of Gothic carpentry in France. It was constructed between 12th and 13th centuries, at a time of profound environmental and societal changes - climate optimum, strong demographic and economic growth - which created significant pressure on available forest resources, one of the key economic drivers of medieval societies. The project of the Notre-Dame oak wood frame study proposes four lines of research. The first three objectives aim to address society's adaptive response to the availability of wood resources during the High Middle Ages between the 11th and 13th c. The first objective is to study the timber and destroyed framework from an archaeological, mechanical and architectural point of view, in order to characterize the construction methods of the wooden frame and to identify the potential technical adaptations of the medieval society. The second purpose consists of characterizing the forest stands exploited, their management, and the possible silvicultural systems used for the production of adequate timber. The third purpose is to define the climatic and the socio-economical context of Paris and Ile-de-France via an unprecedented reconstruction of summer temperature and moisture from NDP woods, combined with textual sources. For the fourth objective, investigations on the hydro-mechanical properties of oak beams are undertaken to better understand the choice and use of oak beams in Middle Age for the NDP frame and to have the opportunities for innovations in wood uses in the context of European standard for timber buildings. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Effective governance arrangements are central to the successful functioning of health systems. While the significance of governance as a concept is acknowledged within health systems research, its interplay with health system reform initiatives remains underexplored in the literature. This study focuses on the development of new regional health structures in Ireland in the period 2018-2023, one part of a broader health system reform programme aimed at greater universalism, in order to scrutinise how aspects of governance impact on the reform process, from policy design through to implementation.METHODS: This qualitative, multi-method study draws on document analysis of official documents relevant to the reform process, as well as twelve semi-structured interviews with key informants from across the health sector. Interviews were analysed according to thematic analysis methodology. Conceiving governance as comprising five domains (Transparency, Accountability, Participation, Integrity, Capacity) the research uses the TAPIC framework for health governance as a conceptual starting point and as initial, deductive analytic categories for data analysis.RESULTS: The analysis reveals important lessons for policymakers across the five TAPIC domains of governance. These include deficiencies in accountability arrangements, poor transparency within the system and vis-a-vis external stakeholders and the public, and periods during which a lack of clarity in terms of roles and responsibilities for various process and key decisions related to the reform were identified. Inadequate resourcing of implementation capacity, competing policy visions and changing decision-making arrangements, among others, were found to have originated in and continuously reproduced a lack of trust between key institutional actors. The findings highlight how these challenges can be addressed through strengthening governance arrangements and processes. Importantly, the research reveals the interwoven nature of the five TAPIC dimensions of governance and the need to engage with the complexity and relationality of health system reform processes.CONCLUSIONS: Large scale health system reform is a complex process and its governance presents distinct challenges and opportunities for stakeholders. To understand and be able to address these, and to move beyond formulaic prescriptions, critical analysis of the historical context surrounding the policy reform and the institutional relationships at its core are needed.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Globally, depression is a leading cause of disease-related disability among women. In low-and-middle-income countries (LMICs), the prevalence rate of antepartum depression is estimated to range between 15% and 57% and even higher in adolescent antepartum women. Although a number of studies have shown that depression is common in adolescent pregnancies and has a prevalence rate between 28% and 67% among adolescent mothers, there currently exists no literature on depression among adolescent pregnant women in Ghana. The study aimed to determine the prevalence of antepartum depression and identify the factors associated with it among pregnant adolescent women.METHODS: A quantitative cross-sectional study design was adopted by randomly recruiting 220 adolescent pregnant women visiting antenatal clinics in five selected health facilities in five communities in the Assin North District of Ghana. Data were collected using the Edinburgh Postnatal Depression Scale (EPDS). Data analysis was performed using Stata version 14. Both descriptive and inferential analyses were performed. A chi-square analysis was conducted to identify the association between independent and dependent variables. A multivariate logistic regression analysis was carried out to identify the independent variables that were significantly associated with the dependent variable. In all analyses, p-values\u22640.05 were deemed statistically significant at a 95% confidence interval.RESULTS: The results indicated prevalence of depression was 38.6% using the EPDS cut-off \u226513. Respondents who were cohabiting were less likely to experiencing antepartum depression compared to those who were single (AOR=0.36, 95% CI: 0.20-0.64, p=0.001). Also, Respondents who had completed Junior High School had a lower likelihood of experiencing antepartum depression compared to those who had no formal education (AOR=0.19, 95% CI: 0.05-0.76, p=0.019). Respondents who perceived pregnancy-related items to be costly had higher odds of experiencing antepartum depression (AOR=2.05, 95% CI: 1.02-4.12, p=0.042). Lastly, adolescent pregnant women who reported that pregnancy-related items are costly were likely to experience antepartum depression compared to those who did not report such costs (AOR=2.12, 95% CI: 1.20-3.75, p<0.001).CONCLUSION: The results of this study highlight the importance of a multi-pronged strategy for combating antepartum depression in adolescents and improving the overall health and well-being of pregnant adolescents. Considering that adolescence is a transitional period occasioned by several bio-psycho-social challenges, setting up systems to ensure that young girls are motivated and supported to stay in school will enhance their economic prospects and improve their standards of life while providing psycho-social support will benefit their health and general well-being.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Glutaraldehyde-Didecyldimethylammonium bromides (GDs) has been frequently and widely employed in livestock and poultry breeding farms to avoid epidemics such as African swine fever, but its long-term effect on the active sludge microorganisms of the receiving wastewater treatment plant was keep unclear. Four simulation systems were built here to explore the performance of aerobic activated sludge with the long-term exposure of GDs and its mechanism by analyzing water qualities, resistance genes, extracellular polymeric substances and microbial community structure. The results showed that the removal rates of CODCr and ammonia nitrogen decreased with the exposure concentration of GDs increasing. It is worth noting that long-term exposure to GDs can induce the horizontal transfer and coordinated expression of a large number of resistance genes, such as qacE, sul1, tetx, and int1, in drug -resistant microorganisms. Additionally, it promotes the secretion of more extracellular proteins, including arginine, forming a barrier -like protection. Therefore, long-term exposure to disinfectants can alter the treatment capacity of activated sludge receiving systems, and the abundance of resistance genes generated through horizontal transfer and coordinated expression by drug -resistant microorganisms does pose a significant threat to ecosystems and health. It is recommended to develop effective pretreatment methods to eliminate disinfectants.", - "output": "Economics", + "input": "Abstract: Synthesizing research on wisdom and a real-world practitioner intervention, we develop and test a strategy for presenting political views that fosters cross-partisan respect. This strategy of balanced pragmatism combines two aspects of wise reasoning: balancing multiple interests and seeking pragmatic solutions. Studies 1-5 (N = 2,846) demonstrate that participants respected outgroup political elites more when they used balanced pragmatism versus other forms of messaging. Studies 6-8 (N = 671) extend the usefulness of balanced pragmatism to everyday political disagreements: cross-partisan comments about divisive issues (i.e., guns and immigration) generated more respect when they used balanced pragmatism versus logical analysis. Strikingly, people were as willing to discuss politics with opponents who used balanced pragmatism as they were with ingroup members. Balanced pragmatism appears to improve cross-partisan respect by making opponents seem more moral and rational. Results highlight connections between political psychology and wisdom research and illustrate the fruitfulness of scientist-practitioner collaborations. (PsycInfo Database Record (c) 2024 APA, all rights reserved).", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We analyzed hospital discharge records of patients with coccidioidomycosis-related codes from the International Classification of Diseases, 10th revision, Clinical Modification, to estimate the prevalence of hospital visits associated with the disease in Texas, USA. Using Texas Health Care Information Collection data for 2016-2021, we investigated the demographic characteristics and geographic distribution of the affected population, assessed prevalence of hospital visits for coccidioidomycosis, and examined how prevalence varied by demographic and geographic factors. In Texas, 709 coccidioidomycosis-related inpatient and outpatient hospital visits occurred in 2021; prevalence was 3.17 cases per 100,000 total hospital visits in 2020. Geographic location, patient sex, and race/ethnicity were associated with increases in coccidioidomycosis-related hospital visits; male, non-Hispanic Black, and Hispanic patients had the highest prevalence of coccidioidomycosis compared with other groups. Increased surveillance and healthcare provider education and outreach are needed to ensure timely and accurate diagnosis and treatment of coccidioidomycosis in Texas and elsewhere.", - "output": "History", + "input": "Abstract: Democracy promises accountability via elections; bureaucracy promises coordination via hierarchy. Many scholars believe these properties conflict. We prove, however, that accountability is precisely what unifies democracy and meritocratic (Weberian) bureaucracy. Central to the concept of meritocracy are performance reviews. We prove that a review system where all individuals and groups are accountable must also be democratic. Thus, meritocratic hierarchy, accountability, and democracy are intertwined. But accountability in modern political systems confronts a significant issue. Such systems include many knowledge-intensive specialties, and since specializations are limited to some but not all members of an institution, the full accountability of democracies entails review of specialists by amateurs. We prove that modern political systems necessarily exhibit this tension. It is a hallmark of modern institutions rather than a problem to be solved.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Over the last few decades, research has significantly enhanced our understanding of the role played by shellfish in human subsistence during the Mesolithic period along the Atlantic coast of Europe. Instrumental to this advance has been the analysis of stable oxygen isotope measurements (delta 18O) from mollusc shells, which offers valuable insights into the seasonality of shellfish exploitation. The delta 18O values serve as reliable indicators of past seasonal seawater temperature variations experienced by the molluscs, enabling us to accurately determine the time of year when past humans collected them. Recent studies using this approach have successfully identified seasonal exploitation patterns of the topshell Phorcus lineatus (da Costa, 1778) in Atlantic Europe. However, uncertainties remain regarding the exploitation schedule of Patella depressa Pennant 1777, one of the most abundantly collected species in Mesolithic sites. Here we used shell delta 18O values of P. depressa from the Mesolithic sites of El Mazo (Northern Iberia) to determine its seasonality of exploitation. Our study reveals that P. depressa was prevalently exploited during colder months. Modern specimens of the same limpet species were also collected during two annual cycles to assess potential seasonal changes in meat yield return. Results obtained has profound implications for better understanding how last coastal foragers managed available littoral resources throughout the year.", - "output": "Archaeology", + "input": "Abstract: INTRODUCTION: Social norms play an important role in cannabis use; however, there is little evidence on how social norms change in jurisdictions that legalize cannabis. This study examined trends in social norms before and after legalization of nonmedical cannabis in Canada in 2018.METHODS: Data are from the International Cannabis Policy Study, a series of cross-sectional surveys conducted annually with Canadian respondents aged 16-65 years. Analyses were conducted in 2023 and included data from 58,045 respondents across 4 waves: the year immediately before legalization (2018) and 3 post-legalization waves (2019-2021). Regression models examined trends in injunctive norms (perceived approval of cannabis) and comfort in using cannabis in six different social contexts, adjusting for cannabis use frequency, medical authorization, and sociodemographic covariates.RESULTS: Perceived social approval of cannabis use and comfort using cannabis in different social contexts was highest among males, frequent cannabis consumers, and those who reported medical authorization (p<0.05 in all cases). No changes in perceived approval were observed across years, except a temporary decrease in 2020 versus 2018 (OR=0.87, 95% CI=0.80, 0.95). Modest increases in comfort of using cannabis in 6 different social contexts were observed in 2019 (SS=0.10, p=0.001), 2020 (SS=0.10, p=0.001), and 2021 (SS=0.12, p<0.001) versus in 2018.CONCLUSIONS: Social norms have remained relatively stable after nonmedical legalization in Canada, with only modest increases in comfort of using cannabis in different social settings. The findings may reflect widespread cannabis use in Canada prior to nonmedical legalization in 2018 as well as comprehensive restrictions on promotion and advertising.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: An increasingly prevalent approach to studying human cognition is to construe the mind as optimally allocating limited cognitive resources among cognitive processes. Under this bounded rationality approach (Icard in Philos Sci 85(1):79-101, 2018; Simon in Utility and probability, Palgrave Macmillan, 1980), it is common to assume that resource-bounded cognitive agents approximate normative solutions to statistical inference problems, and that much of the bias and variability in human performance can be explained in terms of the approximation strategies we employ. In this paper, we argue that this approach restricts itself to an unnecessarily narrow scope of cognitive models, which limits its ability to explain how humans flexibly adapt their representations to novel environments. We argue that more attention should be paid to how we form our cognitive representations in the first place, and advocate for pluralistic framework which jointly optimizes over both representations and algorithms for manipulating them. We identify several fundamental trade-offs that manifest in this joint optimization, and draw on recent work to motivate a unified formal framework for this analysis. We illustrate a simplified version of this analysis with a case study in social cognition, and outline several new directions for research that this approach suggests.", - "output": "Philosophy", + "input": "Abstract: This article addresses the issue of historical knowledge in relation to material evidence. More specifically, it asks, What objects capture the historian's attention and what knowledge is gained from those objects? What does the historian's gaze select as things of history and thus as removed from a world of object assemblages and fluid matter? Is it the case that only artifacts deliberately produced or modified by humans (regardless of the purpose) count as things of history? Or do physical entities produced by unintended human and nonhuman factors also display temporal endurance or alteration occurring over time and resonate with humans? Are things of history only entities endowed with shape, or do formless materials qualify too? In this article, I outline a theory of intentionality in relation to material items for two main reasons. First, it allows for a critique of material evidence, which is still missing in the historical discipline. Second, it enables us to address any remaining epistemological, ethical, or political issues, biases, or contradictions associated with the multifaceted research on material culture that affect the way we do history.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In 2020-2021 Brazil simultaneously experienced the far -right presidency of Jair Bolsonaro and the world's largest health crisis in a century. The Covid-19 pandemic struck the country deeply, killing about 690 thousand people by late 2022. They were also years of increased pressure by capital on peasants and indigenous people, targets of the violence with which capital, ever since its dawn, has wielded to advance over spaces that serve the subsistence of immediate producers. In this period, the Brazilian state continued to comply with decades-old demands from neoliberal ideology for privatizations and the dismantling of protections for workers and the poor in general. These phenomena, when articulated by theory inspired by the Marxian concept of primitive accumulation, suggest that the Bolsonaro administration and its class allies used the pandemic as a political opportunity for dispossessing policies. The article discusses this based on concepts that distinguish dispossessions that serve capital expansion from those that do not. The first group includes processes that lead to proletarianization of immediate producers in addition to the capitalization or commodification of hitherto means of subsistence. Among dispossessions that do not expand capital are those that involve the simple redistribution of surpluses or means of production. The paper contributes to the literature on dispossession by analyzing concrete manifestations of it, drawing on a conceptual framework that distinguishes dispossession types that have been conflated in much current research.", - "output": "Geography", + "input": "Abstract: BACKGROUND: Effective nursing leadership improves health care quality, patient well-being, and nursing staff outcomes. Newly graduated nurses face challenges in transitioning into leadership roles. Thus, examining the leadership development interventions for nursing students is critical.PURPOSE: This systematic review examined the characteristics and effectiveness of leadership development interventions designed for and implemented with undergraduate nursing students.METHODS: A comprehensive search covered Scopus, CINAHL Ultimate, ScienceDirect, MEDLINE, WOS Core Collection, Journals@Ovid, JSTOR Journals, and ERIC databases. Included studies were assessed using the Mixed Methods Appraisal Tool.RESULTS: The final review comprised 19 studies showcasing positive impacts on leadership development. The interventions varied in leadership approach, design and content, structure, qualifications, student involvement, and outcomes.CONCLUSIONS: Leadership development interventions are effective in enhancing nursing students' leadership. Nevertheless, future interventions should prioritize well-structured content, and studies must incorporate robust methodologies.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Whether nutrition messages in popular health magazines differ by country or season has seldom been studied. We assessed the nutrition topics featured in the headlines of Men's Health (MH) and Women's Health (WH) magazines from different countries.METHODS: We sampled MH and WH magazines from Portugal, South Africa, Spain, the UK and the USA. Nutrition-related headlines were categorized as weight loss, weight gain, micronutrients and other.RESULTS: The most frequent topics were Other (44%) and weight loss (41%), while micronutrients represented 4%. Topics related to weight gain were more frequent in MH (19% vs. 2% in WH), while no difference was found for weight loss (44% vs. 37% in WH). On multivariable analysis, weight gain had a higher likelihood of being present in MH than in WH, Odds ratio and (95% confidence interval): 8.3 (2.2-90.9), p=0.002, while no association was found for weight loss: OR 1.1 (0.6-2.0), p=0.80. Weight loss was absent from the US WH and present in two thirds of the Portuguese WH; in MH, weight gain was evenly distributed between countries. Prevalence of the weight loss topic was lower in March (15% vs. 54% in January, p<0.01 by logistic regression) and to a lesser degree in June (35%) and July (35%). No seasonality was found for the weight gain topic.CONCLUSION: In WH and MH magazines, nutrition topics vary according to gender, country, and season. Weight gain remains a male topic, while weight loss is equally prevalent in both women's and men's magazines.", + "input": "Abstract: Loop closure, as one of the crucial components in SLAM, plays an essential role in correcting accumulated errors. Traditional appearance-based methods, such as bag-of-words models, are often limited by local 2D features and the volume of training data, making them less versatile and robust in real-world scenarios, leading to missed detections or false positive detections in loop closure. To address these issues, we first propose a semantic loop detection method based on quadric-level object map topology, which represents scenes through the topological graph of quadric-level objects and achieves accurate loop closure at a wide field of view by comparing differences in the topological graphs. Next, to solve the data association problem between frame and map in loop closure, we propose an object data association method based on multi-level verification, which can associate 2D semantic features of the current frame with 3D object landmarks of the map. Finally, we integrate these two methods into a complete object-aware SLAM system. Qualitative experiments and ablation studies demonstrate the effectiveness and robustness of the proposed object-level data association algorithm. Quantitative experiments show that our semantic loop closure method outperforms existing state-of-the-art methods in terms of precision, recall, and localization accuracy metrics.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Zooarchaeological analysis and isotopic niche space modelling of faunal remains excavated from the settlement of El Carril (ca. AD 1100-1500) in the northern Dominican Republic provides evidence that the site was situated along an important transportation corridor for the passage of animal commodities. This study qualitatively investigates faunal remains recovered from sample excavation units within the site and relates these findings to a previously conducted palaeobotanical study of the site. The zooarchaeological findings are compared to that of nearby El Flaco, a smaller settlement located 2.5 km to the east and for which zooarchaeological and palaeobotanical data is available. Isotopic niche space modelling was conducted on animal remains from both sites to relatively indicate different ecological zones that were targeted by Indigenous peoples, and to speculate whether native Isolobodon portoricensis hutias (Capromyinae) were arriving to El Carril from different regions. Our evidence of animal resources arriving from far-flung environments, and the isotopic niche space modelling all suggest that El Carril may been situated near an important transportation corridor for animal goods passing between the coastline, the Cordillera Septentrional, and the riverine environments of the Cibao Valley.", - "output": "Archaeology", + "input": "Abstract: The Notre-Dame de Paris fire offers anthropologists in the field of critical heritage studies a rich opportunity for fieldwork and conceptual innovation. This paper examines the social repercussions of a monument's destruction, ranging from emotional responses and public involvement to local and global consequences. The paper also includes the project lines of a broader comparative survey on reactions to the destruction of cultural heritage. A team of social scientists created a comparative grid in order to describe and analyze a series of case studies: Notre-Dame de Paris (France, fire in 2019), the National Museum (Brazil, fire in 2018), Notre-Dame de la Merci (France, fire in 2017), and Coventry Cathedral (UK, bombed in 1940 during WWII). The comparative grid is as follows: - Practices and Reactions: Emotion and Mobilization Regimes Heritage disasters provoke a wide range of privately and collectively expressed reactions that frame these events as a social construction. How do citizens and institutions navigate the outpouring of emotion elicited by the destruction of a monument? - Consequences: The Nature of Heritage Items and Their Social Impact Laypersons and authorities assign different meanings to heritage items according to their cultural and political significance and material and intangible features. How does such representations of a ravaged monument influence its reconstruction process and future relevance? - The Social Fabrication of Memory and Narrative The destruction of a heritage object rapidly triggers a series of narratives, including legal documents and authorities' statements, that constitute a textual memory of the disaster. What standards define catastrophe narratives, and what do their retellings of the event reveal or obscure? - Heritage in Crisis: Catastrophe as Social Construction of Heritage Fragility Heritage is by nature fragile and requires continuous preservation. How does the destruction of monuments galvanize collective representations of the endangerment of heritage? - Temporality and Spatiality: Catastrophe as an Event in Time and Space Although the destruction event is often short-lived and localized, it reveals enduring values and concepts of past and future, as well as geographic place. How are temporality and spatiality reimagined after the loss of a heritage object? - The Right to Heritage: Reconstruction, Citizenship, and Cultural Policies Although often conceptualized as isolated events, the destruction of heritage objects is deeply embedded in their economic, cultural, and social context. What do the destruction and reconstruction of heritage reveal about power dynamics and economic inequalities? - The Limits of Reflexivity: Researchers as Actors Facing the Politics of Mourning As researchers, balancing personal commitment with heritage and ethical scientific inquiry is crucial to sound analysis and to the validity of research results. How should scholars simultaneously manage the experience of and the study of emotional responses such as rage or grief? This paper illustrates these points using vignettes from selected case studies. The project is part of the working group EMOBI, a broader ethnographic project on collective emotions and mobilization following the Paris cathedral fire (social sciences working group of Chantier Scientifique Notre-Dame , supported by the CNRS and the Ministry of Culture). The goal is to provide a comparative study of the stakes and repercussions of devastated heritage. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS.All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Post-9/11-era veterans with traumatic brain injury (TBI) have greater health-related complexity than veterans overall, and may require coordinated care from TBI specialists such as those within the Department of Veterans Affairs (VA) healthcare system. With passage of the Choice and MISSION Acts, more veterans are using VA-purchased care delivered by community providers who may lack TBI training. We explored prevalence and correlates of VA-purchased care use among post-9/11 veterans with TBI.SETTING: Nationwide VA-purchased care from 2016 through 2019.PARTICIPANTS: Post-9/11-era veterans with clinician-confirmed TBI based on VA's Comprehensive TBI Evaluation (N = 65144).DESIGN: This was a retrospective, observational study.MAIN MEASURES: Proportions of veterans who used VA-purchased care and both VA-purchased and VA-delivered outpatient care, overall and by study year. We employed multivariable logistic regression to assess associations between veterans' sociodemographic, military history, and clinical characteristics and their likelihood of using VA-purchased care from 2016 through 2019.RESULTS: Overall, 51% of veterans with TBI used VA-purchased care during the study period. Nearly all who used VA-purchased care (99%) also used VA-delivered outpatient care. Veterans' sociodemographic, military, and clinical characteristics were associated with their likelihood of using VA-purchased care. Notably, in adjusted analyses, veterans with moderate/severe TBI (vs mild), those with higher health risk scores, and those diagnosed with posttraumatic stress disorder, depression, anxiety, substance use disorders, or pain-related conditions had increased odds of using VA-purchased care. Additionally, those flagged as high risk for suicide also had higher odds of VA-purchased care use.CONCLUSIONS: Veterans with TBI with greater health-related complexity were more likely to use VA-purchased care than their less complex counterparts. The risks of potential care fragmentation across providers versus the benefits of increased access to care are unknown. Research is needed to examine health and functional outcomes among these veterans.", - "output": "History", + "input": "Abstract: As point-of-care ultrasound (POCUS) is increasingly being used in clinical settings, ultrasound education is expanding into student curricula. We aimed to determine the status and awareness of POCUS education in Korean medical schools using a nationwide cross-sectional survey. In October 2021, a survey questionnaire consisting of 20 questions was distributed via e-mail to professors in the emergency medicine (EM) departments of Korean medical schools. The questionnaire encompassed 19 multiple-choice questions covering demographics, current education, perceptions, and barriers, and the final question was an open-ended inquiry seeking suggestions for POCUS education. All EM departments of the 40 medical schools responded, of which only 13 (33%) reported providing POCUS education. The implementation of POCUS education primarily occurred in the third and fourth years, with less than 4 hours of dedicated training time. Five schools offered a hands-on education. Among schools offering ultrasound education, POCUS training for trauma cases is the most common. Eight schools had designated professors responsible for POCUS education and only 2 possessed educational ultrasound devices. Of the respondents, 64% expressed the belief that POCUS education for medical students is necessary, whereas 36%, including those with neutral opinions, did not anticipate its importance. The identified barriers to POCUS education included faculty shortages (83%), infrastructure limitations (76%), training time constraints (74%), and a limited awareness of POCUS (29%). POCUS education in Korean medical schools was limited to a minority of EM departments (33%). To successfully implement POCUS education in medical curricula, it is crucial to clarify learning objectives, enhance faculty recognition, and improve the infrastructure. These findings provide valuable insights for advancing ultrasound training in medical schools to ensure the provision of high-quality POCUS education for future healthcare professionals.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The research focuses on analyzing the production techniques and materials of a Roman paint-plastered ceiling from a Late Antique Roman villa near Negrar (Verona, Italy), recently uncovered. Stylistic features of the decoration, found in reworked collapse debris during the villa's excavation, date the ceiling to the original construction phase in the 4(th) century CE. The paper presents the protocol we adopted for recovering and analyzing the painted decoration of the villa, which was in-laboratory recomposed in its original layout after a meticulous and systematic retrieval of fragmented materials. Microsamples of mortar and pigment were then taken to fully reconstruct the execution technique and raw materials used in the paint-plastered ceiling, detailing the application of the tectorium and pigment preparation. Mortar samples were analyzed to define preparatory layer properties, using various analytical techniques including Transmitted-Light Polarized Optical Microscopy (TL-OM) and Scanning Electron Microscopy with Energy Dispersive X-Ray Analysis (SEM-EDS). Optical reflected-light microscopy detected guide incisions on the preparatory mortar, while Reflected-Light Optical Microscopy (RL-OM) revealed the microstratigraphy of pictorial micro-layers. Micro-samplings of painted decorations were conducted to define pigment palettes, determining their mineralogical composition through X-Ray Powder Diffraction (XRPD) analysis coupled with micro-Raman analyses for the determination of carbon-based compounds. The research aims to establish a comprehensive protocol for future endeavors, integrating archaeological reassembly with precise micro-analyses of pigments and mortars, deciphering the intricate layout of ancient, fragmented decorations. This study is the first of its kind in Northern Italy, overcoming challenges posed by fragmented and reworked artifacts in previous research, enabling detailed analytical studies like those conducted here. Moreover, this study of the paint-plastered ceiling of the Late Roman villa of Negrar aims to provide a new impulse for the knowledge of Late Antique painting techniques and materials, which were only marginally considered within Roman painting tradition so far.", - "output": "Archaeology", + "input": "Abstract: This research paper investigates the confrontation faced by the Gamela indigenous community, located in the Cerrado biome, in the southern region Piau & iacute; State in Norteastern Brazil, between agrarian issues and agribusiness. The territory in this area is considered to be the country's last agricultural frontier. Self-recognition and self-organization of the Gamela people in their struggle for the demarcation of Indigenous territory, and gaining titles to the land, are key to overcoming the invisibility of Indigenous people in Piau & iacute; that has been imposed by historiography and official policies. The article highlights the existence of maneuvering done by agribusiness, with the participation of the state, to harm the rights of Indigenous peoples and nature.Este trabalho de pesquisa examina o confronto enfrentado pela comunidade ind & iacute;gena Gamela, localizada no bioma do Cerrado, regi & atilde;o sul do estado do Piau & iacute;, no Nordeste do Brasil, entre as quest & otilde;es agr & aacute;rias e o agroneg & oacute;cio. O territ & oacute;rio desta & aacute;rea & eacute; considerado a & uacute;ltima fronteira agr & iacute;cola do pa & iacute;s. O autorreconhecimento e a auto-organiza & ccedil;& atilde;o do povo Gamela em sua luta pela demarca & ccedil;& atilde;o do territ & oacute;rio ind & iacute;gena e pela conquista de t & iacute;tulos de terra s & atilde;o fundamentais para superar a invisibilidade dos povos ind & iacute;genas no Piau & iacute; que tem sido imposta pela historiografia e pelas pol & iacute;ticas oficiais. O artigo destaca a exist & ecirc;ncia de manobras do agroneg & oacute;cio, com a participa & ccedil;& atilde;o do Estado, para prejudicar os direitos dos povos ind & iacute;genas e da natureza.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aims to comprehend and test the mediating effect of Green Process Innovation (GPI) and the moderating effect of Green Dynamic Capabilities (GDC) on Artificial Intelligence (AI) enabled Green Business Strategies (GBS) and Environmental Performance (EP) relationship. 252 manufacturing sector employees in North India participated in the data collection. The study used Structural equation modelling and Process Macro for investigating the hypothesized model. The results supported the hypothesized association between AIenabled GBS and EP. The study found that GPI mediate the constructive association between AI -enabled GBS and EP. GDC emerged as significant moderators for AI -enabled GBS and EP relationship. The article offers some helpful inputs for the Indian manufacturing industry to understand the importance of AI -enabled GBS in enhancing EP to move towards Carbon neutrality. The results suggest some practical implications for organizations wherein firms can maintain their focus on GPI at the organizational level by having AI -backed GBS, which will help the business achieve better EP. There is a scope to dig deep on comprehending the moderating impact of GDC in this context. The study recommends that GDC can further boost GPI, which will ultimately impact the firm's goal of carbon neutrality by shaping EP.", - "output": "Geography", + "input": "Abstract: Computation of piled-raft interaction effects based on boundary element method (BEM) achieves high accuracy. However, it's not preferred, due to the impractical requirement for huge computational time. In this paper, a simplified coding technique which is generally applicable to any BEM application is demonstrated for pile-soilpile interaction problems. The proposed simplified technique is based on parallel computing to optimize computational performance. Three parallel computing approaches have been developed in order to take full advantage of the computer's power. The approaches are based on CPU Multithreading, GPU Multithreading, and a hybrid system that combines both. The approaches have been tested on five machines with different hardware (CPU, GPU, and Memory) configurations to analyze four practical examples with different load cases, geometric details, interaction methods, and cases of interactions. The parallelization approaches performance illustrated high efficiency with large-scale computations and the consumed time has been reduced by 95 % for both the GPU and hybrid system approaches and 90 % reduction for the multithreading on the CPU. The analysis results confirmed the validity of the proposed methods without affecting the accuracy of the numerical results. The strength of the proposed technique is in its simplicity and scalability to be used for any BEM code.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As urbanization continues to spread rapidly, the competition for space among urban, agricultural, and natural land uses is becoming increasingly fierce. The urgent question is how to harness the advantages of urbanization while mitigating its potentially harmful consequences. This research extends analytical framework of land sharing and sparing to urban land use and provides a comparable quantification approach to determine the comprehensive impact of urban services, food production, and ecosystem services. The results show that the overall value loss of the land sparing scenario is 23.6% lower than that of the sharing scenario on average, and the Eco-sparing scenario exhibits the smallest loss, which is only 55.4% of that under the Urb-sharing scenario. While land-sparing strategies mitigate the loss of local food production and ecosystem services, fostering a potentially mutually beneficial outcome, they also elevate the cost of accessing urban services. This creates a delicate trade-off between urban services and food production/ecosystem services, ultimately posing challenges in achieving an optimal win-win situation. The key contribution of this paper lies in extending the land sharing and sparing framework to urban areas, agricultural land, and ecosystems. It also introduces methods to quantitatively assess trade-offs among these land uses. This extended framework for land use offers insights into spatial competition due to urbanization and provides decision-making analysis tools for land use and planning.", + "input": "Abstract: With the oceans covering 70% of the world's surface, one might be under the illusion that every State might find sufficient space for their activities, nothing could be further from the truth. This was proven once more in January 2022 and August 2023 when Russian vessels sought to engage in military exercises within strategic areas of the Irish and Norwegian exclusive economic zones (EEZs), choosing some of the local fishermen's preferred locations in the process. Unlike their governments, the local fishermen refused to accept the Russian intrusions and via continuous protest through presence succeeded in forcing the Russian Navy to move the exercises to another area. This example is proof that to this day, the legal framework of the EEZ still gives rise to significant questions and uncertainties, often to the benefit of lawfare lawyers, especially in regards to foreign military activities and overlapping uses of the same area. Art. 56 LOSC awards sovereign resource rights to the coastal State, but arts. 58 and 87 LOSC grant the maritime user State the freedom to navigate. How to reconcile these different uses has for a long time occupied the minds of law of the sea lawyers. In this article, an attempt is made utilizing a selection of national and international jurisprudence - to clarify the relation between these different uses of the EEZ, their permissibility and why the fishermen's success in these cases might not so easily be translated into general international law.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Crowdsourcing in science is one of the ways of conducting scientific research which responses to the postulates of the democratization, openness, and inclusiveness of science. Although much is known about crowdsourcing in science, less attention is paid to the barriers to the use of crowdsourcing in science and how to overcome them. The purpose of this research is to identify barriers to the use of crowdsourcing in science from the perspective of scholars across management who have little or no experience in organizing crowdsourcing in science initiatives. At the same time, we identify bridges that reduce those barriers. We collected the data using unstructured interviews with 40 junior and senior management scholars who represent different academic ranks. We identified sixteen barriers grouped into six categories: individual, data, knowledge, delegation, quality, and financial barriers. Barriers refer to lack of trust in the crowd, scholars' reluctance to be open to new things, methodological preferences, concerns about data being shared, data theft, insufficient knowledge of scholars, insufficient crowd knowledge, difficulties in communications, the discomfort of delegating tasks to the crowd, the possibility of the crowd abandoning the tasks, additional work resulting from the need to control and verify the crowd's work, a potential violation of methodological rigor, the feeling of wasting time, concerns about fees for crowdsourcing in science and the employee evaluation system. We also identified the following two bridges that help eliminate barriers and fosters the use of crowdsourcing in science: autonomy of scholars and university support.", - "output": "Education", + "input": "Abstract: Understanding the everyday manifestations of systemic racism, cisheteropatriarchy, and unequal justice for oppressed women and femmes necessitates meaningful engagement with critical law enforcement studies-the study of why and how policing and punishment takes place in carceral societies. Anne Gray Fischer's The Streets Belong to Us spells out why sexual policing matters for the history of political development, capitalist growth, and socioeconomic inequality in U.S. cities, like Boston, Atlanta, and Los Angeles. Ultimately, as Fischer's work affirms, urban law enforcement forces have routinely greased the wheels of punitive governance and state violence under the auspices of maintaining control over a contested and shifting social order.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study empirically examined the relationship between energy-focused climate policies (EFC) and trade (TR) in 65 of the world's top renewable energy generation countries using data ranging from 1995 to 2022. The crosssectional augmented distributed lags (CS-DL) results revealed positive effects of EFC on both employment and economic growth. It also proves the positive effects of both employment and economic growth on trade. The Dumitrescu Hurlin test confirmed the feedback causality within indirect effects. Structural Equation Modeling (SEM) allowed us to show that employment and economic growth mediate the EFC and TR. All the SEM results were robust due to the positive heterogeneous effects obtained from panel quantile regression. The results also confirmed the presence of heterogeneous effects of EFC and TR on clean energy poverty. Furthermore, the study suggests promoting more incentives, investment, and monitoring in renewable energy resource infrastructure, carbon finance, and energy efficiency to promote trade and reduce clean energy poverty in the long run.", - "output": "Law", + "input": "Abstract: Many years of archaeological excavation brought to light a rich material, that can be used in research of topics important from a social and economic point of view, such as the character of the production and/or organization, the development of technique and production technology, or the assortment of goods. A deep analysis of the selected categories of artifacts, in this case made of leather, can be used for a double purpose - a reconstruction of the process and conditions of early medieval leather craft formation, as well as a presentation of their role and significance in the activity structure of the inhabitants of Szczecin. Such an attempt to grasp the rules governing the development of one of the most important production branches - leatherworking, has been undertaken on the basis of leather objects that can be found on a mass scale in Szczecin's cultural layers dated for the period from the early 10th to the mid-13th century. Key to these studies are the results of zoological analyses, which perfectly complement the archaeological conclusions.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To describe the prevalence, characteristics, and health-related outcomes of children with diagnosed health conditions and functional difficulties who do not meet criteria for having a special health care need based on the traditional scoring of the Children with Special Health Care Needs (CSHCN) Screener.METHODS: Data come from the 2016 to 2021 National Survey of Children's Health (n = 225443). Child characteristics and health-related outcomes were compared among 4 mutually exclusive groups defined by CSHCN Screener criteria and the presence of both conditions and difficulties.RESULTS: Among children who do not qualify as children and youth with special health care needs (CYSHCN) on the CSHCN Screener, 6.8% had \u22651 condition and \u22651 difficulty. These children were more likely than CYSHCN to be younger, female, Hispanic, uninsured, privately insured, living in a household with low educational attainment, have families with more children and a primary household language other than English. After adjustment, non-CYSHCN with \u22651 conditions and \u22651 difficulty were less likely than CYSHCN, but significantly more likely than other non-CYSHCN, to have \u22652 emergency department visits, have unmet health care needs, not meet flourishing criteria, live in families that experienced child health-related employment impacts and frustration accessing services. Including these children in the calculation of CYSHCN prevalence increases the national estimate from 19.1% to 24.6%.CONCLUSIONS: Approximately 4 million children have both a diagnosed health condition and functional difficulties but are not identified as CYSHCN. An expanded approach to identify CYSHCN may better align program and policy with population needs.", - "output": "Demography", + "input": "Abstract: Climate disasters raise the salience of climate change's negative consequences, including climate-induced migration. Policy action to address climate displacement is especially contentious in the United States, where weak support for tackling climate change intersects with high opposition to migration. Do climate disasters foster receptivity toward climate migrants and broader willingness to combat climate change? To study this question, we leverage the occurrence of Hurricane Ian during fielding of a preregistered survey in autumn 2022. Hurricane exposure increased concern about and support for policies to address climate migration. Hurricane exposure also increased support for climate action and belief in anthropogenic climate change. Effects of hurricane exposure cross-cut partisanship, education, age, and other important correlates of climate attitudes but decay within 6 months. Together, these results suggest that climate disasters may briefly increase favorability toward climate migrants and climate policy action but are unlikely to durably mobilize support even in severely impacted areas.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Sustainability has become a prominent goal in tourism and hospitality. While green practices can benefit the environment and society, they can also lead to customer dissatisfaction. Therefore, the current study aims to identify different hotel green practices and examine their impact on customer satisfaction and dissatisfaction. This study uses a mixed method of business analytics and regression analysis on a dataset of 813,791 online reviews of 450 hotels in New York City derived from TripAdvisor.com. The research findings guide hotel operators to build strategies for green practices while reducing customers' discomfort and improving the overall customer experience.", - "output": "Geography", + "input": "Abstract: Institutional investors are increasingly pushing their investee companies to address environmental, social and governance (ESG) issues-a phenomenon commonly called ESG stewardship. Scholars have put forward various reasons for investors' enthusiasm for ESG stewardship. They include the financial materiality of ESG issues, a desire to appeal to ESG-conscious customers, and the scope for fund operators to charge higher fees for funds that pursue ESG strategies. There is, however, another critical factor at play. ESG stewardship is also underpinned by a transnational development-what this article calls the 'global ESG stewardship ecosystem'. This global ecosystem is comprised of various ESG-focused actors, including United Nations agencies, institutional investors, investor networks, service providers to institutional investors, and NGOs and activist organizations. These actors operate in a highly networked manner at the transnational level to develop and disseminate norms of ESG stewardship throughout global markets, and encourage and coordinate investors' ESG stewardship activities on the ground. This article highlights the scale, complexity and influence of the global ESG stewardship ecosystem, revealing it to be a significant facilitator of institutional investors' ESG stewardship. This insight calls into question important contemporary assumptions and theories about institutional investors, including claims that they are 'rationally reticent', under-invest in corporate governance activities, and are incapable of overcoming collective action challenges. The global ESG stewardship ecosystem is also a remarkable example of the transnational influences shaping contemporary corporate governance. The ecosystem underpins the development and dissemination of norms of ESG stewardship and also assists institutional investors to undertake ESG stewardship 'on the ground' in the various markets in which they operate. The transnational influence of the ecosystem has important implications for national law makers and regulators who are focused on ESG investing and investor participation in public company corporate governance.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: My first acquaintance with the History of Economics Society (HES) occurred in the summer of 1990 when I attended its seventeenth annual meeting. Organized by the then HES president and now recently deceased Stanley Todd Lowry at Washington and Lee University in Lexington, Virginia, it marked the beginning of my experience with US higher education. Later that summer, I began a two-year post-doctoral fellowship at Harvard University. The economics department still hosted a history of economics seminar-the Kress seminar-though its actual connection with the seminar was tenuous.1 Following the Lexington meeting, the paper I presented was accepted for publication in volume 7 of Perspectives on the History of Economic Thought-a book series that published selected papers from the HES conference. It was my first publication in English. From then on, I kept attending the HES annual meeting regularly and with enthusiasm. I met a number of stimulating people and made some good friends there. It was always refreshing to find myself in the United States following nine months of teaching and research in France.", - "output": "History", + "input": "Abstract: To evaluate the association of standardized phase angle (SPA) with nutritional status, functional parameters, and postoperative outcomes in surgical cancer patients. This prospective study includes 59 cancer patients from Pelotas (Brazil) admitted for elective cancer surgery. We obtained the phase angle through Bioelectrical Impedance Analysis (BIA) and standardized it according to the population's reference values. We estimated the muscle mass using BIA for later calculation of the Skeletal Muscle Index (SMI) and performed handgrip strength (HGS) and gait speed (GS) tests. We used the Patient-Generated Subjective Global Assessment (PG-SGA) to assess the nutritional status. Postoperative complications and duration of hospital stay were evaluated as the outcomes. The prevalence of malnutrition in the sample was 28.8%, according to ASG-PPP. SPA was statistically lower in patients with malnutrition, with lower HGS and reduced GS. For postoperative outcomes, patients with severe complications and those with prolonged hospitalization also had lower SPA values. The greater the number of functional alterations in patients, the lower the SPA value, mainly when associated with reduced muscle mass assessed by BIA, suggesting that muscle mass reduction plays an important role in the association between functional alterations and phase angle in patients with cancer. According to the parameters used in this study, low SPA value was associated with impaired nutritional and functional status and negative outcomes in the analyzed sample.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: In this study, we examined the ethical implications of Egypt's new clinical trial law, employing the ethical framework proposed by Emanuel et al. and comparing it to various national and supranational laws. This analysis is crucial as Egypt, considered a high-growth pharmaceutical market, has become an attractive location for clinical trials, offering insights into the ethical implementation of bioethical regulations in a large population country with a robust healthcare infrastructure and predominantly treatment-naive patients.METHODS: We conducted a comparative analysis of Egyptian law with regulations from Sweden and France, including the EU Clinical Trials Regulation, considering ethical human subject research criteria, and used a directed approach to qualitative content analysis to examine the laws and regulations. This study involved extensive peer scrutiny, frequent debriefing sessions, and collaboration with legal experts with relevant international legal expertise to ensure rigorous analysis and interpretation of the laws.RESULTS: On the rating of the seven different principles (social and scientific values, scientific validity, fair selection of participants, risk-benefit ratio, independent review, informed consent and respect for participants) Egypt, France, and EU regulations had comparable scores. Specific principles (Social Value, Scientific Value, and Fair selection of participants) were challenging to directly identify due to certain regulations embodying 'implicit' principles more than explicitly stated ones.CONCLUSION: The analysis underscores Egypt's alignment with internationally recognized ethical principles, as outlined by Emanuel et al., through its comparison with French, Swedish, and EU regulations, emphasizing the critical need for Egypt to continuously refine its ethical regulations to safeguard participant protection and research integrity. Key issues identified include the necessity to clarify and standardize the concept of social value in research, alongside concerns regarding the expertise and impartiality of ethical review boards, pointing towards a broader agenda for enhancing research ethics in Egypt and beyond.", - "output": "Philosophy", + "input": "Abstract: In this visual essay, Mazen Kerbaj and Jana Traboulsi bear witness to the genocidal violence that has been unfolding in Gaza since 7 October 2023. From Berlin and Lebanon, respectively, Kerbaj and Traboulsi have been chronicling and responding to the harrowing day-to-day news and testimonies from Gaza. Their drawings raise fundamental questions about what it is to bear witness to genocide as it unfolds, about the politics of seeing as an act of solidarity against imposed invisibility and about racialized sight - the eye that refuses to see what is hiding in plain sight.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Arterial hypoxemia, electrolyte imbalances, and periodic breathing increase the vulnerability to cardiac arrhythmia at altitude. Objective To explore the incidence of tachyarrhythmias and bradyarrhythmias in healthy individuals at high altitudes. Design, Setting, and Participants This prospective cohort study involved healthy individuals at altitude (8849 m) on Mount Everest, Nepal. Recruitment occurred from January 25 to May 9, 2023, and data analysis took place from June to July 2023. Exposure All study participants underwent 12-lead electrocardiogram, transthoracic echocardiography, and exercise stress testing before and ambulatory rhythm recording both before and during the expedition. Main Outcome The incidence of a composite of supraventricular (>30 seconds) and ventricular (>3 beats) tachyarrhythmia and bradyarrhythmia (sinoatrial arrest, second- or third-degree atrioventricular block). Results Of the 41 individuals recruited, 100% were male, and the mean (SD) age was 33.6 (8.9) years. On baseline investigations, there were no signs of exertional ischemia, wall motion abnormality, or cardiac arrhythmia in any of the participants. Among 34 individuals reaching basecamp at 5300 m, 32 participants climbed to 7900 m or higher, and 14 reached the summit of Mount Everest. A total of 45 primary end point-relevant events were recorded in 13 individuals (38.2%). Forty-three bradyarrhythmic events were documented in 13 individuals (38.2%) and 2 ventricular tachycardias in 2 individuals (5.9%). Nine arrhythmias (20%) in 5 participants occurred when climbers were using supplemental bottled oxygen, whereas 36 events (80%) in 11 participants occurred at lower altitudes when no supplemental bottled oxygen was used. The proportion of individuals with arrhythmia remained stable across levels of increasing altitude, while event rates per 24 hours numerically increased between 5300 m (0.16 per 24 hours) and 7300 m (0.37 per 24 hours) before decreasing again at higher altitudes, where supplemental oxygen was used. None of the study participants reported dizziness or syncope. Conclusion and Relevance In this study, more than 1 in 3 healthy individuals experienced cardiac arrhythmia during the climb of Mount Everest, thereby confirming the association between exposure to high altitude and incidence of cardiac arrhythmia. Future studies should explore the potential implications of these rhythm disturbances.", - "output": "Demography", + "input": "Abstract: The Bridges Conference has been running on an annual basis since 1998 and is the foremost international conference dedicated to connections between mathematics and the arts, design and culture. In 2023, Bridges took place at Dalhousie University in Halifax, Nova Scotia, Canada. The conference ran from July 27 to 31, and was packed with a wide variety of plenary and contributed lectures, workshops, exhibitions, performances and public events. This article reports on the scientific, artistic and cultural programme and experience, from the viewpoint of a participant who is an academic mathematician based in Ireland.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: How did Louis Pasteur, born in a small town in the Jura-Dole, still little known to the world today, become a man of global recognition and fame? The answer to this question is guided by two pivotal considerations. First is Pasteur's relationship to the representation of reality. This relationship was seeded and steadily developed since his juvenile years through practicing different forms of artistic expression, the most famous of which were subtle pastels portraying Pasteur's parents and neighbors. This genuine attraction towards art gradually became scientificized at the same time, when new means of reproducing the reality were invented, such as photography. The second consideration, critical to understand the phenomenon of Pasteur's celebrity, is a strong linkage of his research with nature-based agricultural production. Here again, deeply rooted in his youth and home environment, permeated with the taste of wine and the smell of tanned leather, Pasteur's interests necessitated the processes of communication, not only at the scientific level, but also on a daily life basis, with numerous social actors at play (ferments, silkworms etc.). Throughout his work, Pasteur had to provide himself with the means to set up these interdisciplinarity and communication. The final result was the Pasteur Institute, or rather the Pasteur Institutes and the global Pasteur network.", - "output": "History", + "input": "Abstract: BACKGROUND: There are no robust population-based Australian data on prevalence and attributed burden of migraine and medication-overuse headache (MOH) data. In this pilot cross-sectional study, we aimed to capture the participation rate, preferred response method, and acceptability of self-report questionnaires to inform the conduct of a future nationwide migraine/MOH epidemiological study.METHODS: We developed a self-report questionnaire, available in hard-copy and online, including modules from the Headache-Attributed Restriction, Disability, Social Handicap and Impaired Participation (HARDSHIP) questionnaire, the Eq.5D (quality of life), and enquiry into treatment gaps. Study invitations were mailed to 20,000 randomly selected households across Australia's two most populous states. The household member who most recently had a birthday and was aged\u226518 years was invited to participate, and could do so by returning a hard-copy questionnaire via reply-paid mail, or by entering responses directly into an online platform.RESULTS: The participation rate was 5.0% (N=1,000). Participants' median age was 60 years (IQR 44-71 years), and 64.7% (n=647) were female. Significantly more responses were received from areas with relatively older populations and middle-level socioeconomic status. Hard copy was the more commonly chosen response method (n=736). Females and younger respondents were significantly more likely to respond online than via hard-copy.CONCLUSIONS: This pilot study indicates that alternative methodology is needed to achieve satisfactory engagement in a future nationwide migraine/MOH epidemiological study, for example through inclusion of migraine screening questions in well-resourced, interview-based national health surveys that are conducted regularly by government agencies. Meanwhile, additional future research directions include defining and addressing treatment gaps to improve migraine awareness, and minimise under-diagnosis and under-treatment.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Certain people occupy topological positions within social networks that enhance their effectiveness at inducing spillovers. We mapped face-to-face networks among 24,702 people in 176 isolated villages in Honduras and randomly assigned villages to targeting methods, varying the fraction of households receiving a 22-month health education package and the method by which households were chosen (randomly versus using the friendship-nomination algorithm). We assessed 117 diverse knowledge, attitude, and practice outcomes. Friendship-nomination targeting reduced the number of households needed to attain specified levels of village-wide uptake. Knowledge spread more readily than behavior, and spillovers extended to two degrees of separation. Outcomes that were intrinsically easier to adopt also manifested greater spillovers. Network targeting using friendship nomination effectively promotes population-wide improvements in welfare through social contagion.", - "output": "Education", + "input": "Abstract: Finger flutings are channels drawn in soft sediments covering walls, floors and ceilings of some limestone caves in Europe and Australia and in some cases date as far back as 50,000 years ago. Initial research focused on why they were made, but more recently, as part of a growing interest in the individual in the past, researchers began asking questions about who made them. This shift in direction has led to claims that by measuring the width of flutings made with the three middle fingers of either hand, archaeologists can infer the ordinal age, sex and individuality of the 'fluter'. These claims rest on a single dataset created in 2006. In this paper, we undertake the first critical analysis of that dataset and its concomitant methodologies. We argue that sample size, uneven distribution of sex and age within the sample, non-standardised medium, human variability, the lack of comparability between an experimental context and real cave environments and assumptions about demographic modelling effectively negate all previous claims. To sum, we find no substantial evidence for the claims that an age, sex and individual tracing can be revealed by measuring finger flutings as described by Sharpe and Van Gelder (Antiquity 80: 937-947, 2006a; Cambridge Archaeological Journal 16: 281-95, 2006b; Rock Art Research 23: 179-98, 2006c). As a case study, we discuss Koonalda Cave in southern Australia. Koonalda has the largest and most intact display of finger flutings in the world and is also part of a cultural landscape maintained and curated by Mirning people.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this study bronze mirrors from the Zonglvcheng cemetery in Linzi city, the unique bronze mirror production centre of the Western Han dynasty (WHD, 202 BCE-8 CE), were subjected to scientific examinations. Compositional and lead isotope ratio analyses on 41 bronze mirrors from different periods of WHD were conducted. For the first time, a mirror made of pure lead and another one made with highly radiogenic lead were identified. The compositional analysis revealed a roughly stable copper-tin-lead ratio of 14:5:1 for mirrors, providing insights into the standardised mirror production. The interpretation of isotope ratios was done by combining characteristic parameters and kernel density estimate methods, compiling a wide range of published data for comparison to mitigate the detrimental effects of the overlap effect. The results indicate that the majority of mirrors were produced within Linzi city, but their lead sources were likely from the Xiaoqinling metallogenic belt controlled by the Han Empire rather than local to Shandong province. This study demonstrates that changes in the alloy compositions and ore sources for bronze mirrors and other objects with time were influenced by state-intervention economic policies, providing a new perspective for the study of technical and economic history during the WHD.", - "output": "Archaeology", + "input": "Abstract: Objectives: The purpose of our study was to assess the multiscalar changes in leprosy burden and its associated risk factors over the last three decades. Study design: We conducted an in-depth examination of leprosy's spatial-temporal trends at multiple geographical scale (global, regional, and national), utilizing information from Global Burden of Disease, Injuries, and Risk Factors Study (GBD 2019). Methods: Incidence and the estimated annual percentage change (EAPC) in age-standardized incidence rate (ASIR) of leprosy were determined, with countries categorized based on leprosy incidence changes. We examined socioeconomic and physical geography influences on leprosy incidence via Spearman correlation analysis, using ternary phase diagrams to reveal the synergetic effects on leprosy occurrence. Results: Globally, incident cases of leprosy decreased by 27.86% from 1990 to 2019, with a reduction in ASIR (EAPC = -2.53), yet trends were not homogeneous across regions. ASIR and EAPC correlated positively with sociodemographic index (SDI), and an ASIR growth appeared in high SDI region (EAPC = 3.07). Leprosy burden was chiefly distributed in Tropical Latin America, Oceania, Central SubSaharan Africa, and South Asia. Negative correlations were detected between the incidence of leprosy and factors of SDI, GDP per capita, urban population to total population, and precipitation, whereas the number of refugee population, temperature, and elevation showed opposite positive results. Conclusions: Despite a global decline in leprosy over the past three decades, the disparities of disease occurrence at regional and national scales still persisted. Socioeconomic and physical geographic factors posed an obvious influence on the transmission risk of leprosy. The persistence and regional fluctuations of leprosy incidence necessitate the ongoing dynamic and multilayered control strategies worldwide in combating this ancient disease. (c) 2024 The Royal Society for Public Health. Published by Elsevier Ltd. All rights reserved.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Modifier 22 is a mechanism designed for surgeons to identify cases that are more complex than their Current Procedural Terminology code accounts for. However, empirical studies of the use and efficacy of modifier 22 are lacking. Objective To assess the use of modifier 22 in common surgical procedures and the association of use with compensation. Design, Setting, and Participants This was a cross-sectional analysis of the 2021 Physician/Supplier Procedure Summary Limited Data Set including all Part B carrier and durable medical equipment fee-for-service claims. Claims for 10 common surgical procedures were evaluated, including mastectomy, total hip arthroplasty, total knee arthroplasty, coronary artery bypass grafting, laparoscopic right colectomy, laparoscopic appendectomy, laparoscopic cholecystectomy, kidney transplant, laparoscopic total abdominal hysterectomy and bilateral salpingo-oophorectomy, and lumbar laminectomy. Data were analyzed from August to November 2023. Main Outcomes and Measures Rate of modifier 22 use, rate of claim denial, mean charges, mean payment for accepted claims, and mean payment for all claims. Results The sample included 625 316 surgical procedures performed in calendar year 2021. The proportion of modifier 22 coding for a procedure ranged from 5725 of 251 521 (2.3%) in total knee arthroplasty to 1566 of 18 459 (8.5%) in laparoscopic total abdominal hysterectomy and bilateral salpingo-oophorectomy. Submitted charges were 11.1% (95% CI, 9.1-13.2) to 22.8% (95% CI, 21.3-24.3) higher for claims with modifier 22, depending on the procedure. Among accepted claims, those with modifier 22 had increased payments ranging from 0.8% (95% CI, 0.7-1.0) to 4.8% (95% CI, 4.5-5.1). However, claims with modifier 22 were more likely to be denied (7.4% vs 4.0%; P < .001). As a result, overall mean payments were mixed, with 4 procedures having lower payments when modifier 22 was appended, 4 procedures having higher payments with modifier 22, and 2 procedures with no difference. The largest increase in mean payment for modifier 22 claims was for kidney transplant with an increased payment of $71.46 (95% CI, 55.32-87.60), which translates to a relative increase of 3.4% (95% CI, 2.9-4.6). Conclusions and Relevance The findings in this study suggest that modifier 22 had little to no financial benefit when appended to claims for a diverse panel of surgical procedures. In the current system, surgeons have little reason to request modifier 22, and no mechanisms currently exist for surgeons to recoup payment for difficult operations.", - "output": "Economics", + "input": "Abstract: Political psychology has greatly benefited from work that together addresses the enormous variety of political problems faced by people around the world, including those that are universal (e.g., how one gains access to basic needs, how power should be governed) and problems that confront people in particular situations (e.g., transitions of governmental forms, war, group exclusion, rapid economic change, decolonization, external intervention, national dominance). Adopting multiple standpoints and research agendas is necessary for us collectively to make our work useful to publics and to further the work each of us does. Another strength of our discipline is to employ the assumptions of multiple disciplines and of a variety of research methods. I will illustrate these points with research examples from several ISPP members and discuss ways that those in our discipline try to confront the difficulties that lack of commonality in theory, standpoint, methods, and epistemological assumptions can pose. Finally, I will summarize some of the work that various ISPP members have done to promote the development of political psychology and our society this year and invite further suggestions and contributions from members in how we can serve one another.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Understanding changes to student wellbeing on design modules in a distance higher education setting is difficult. Previous research suggested that environmental, study and skills-related barriers impact the wellbeing of learners at a distance. This study sought to understand the experiences of barriers and what enabled distance design students' wellbeing. It identifies avenues to balance tensions between conflicting experiences of studying design and maintaining wellbeing that our participants disclosed in a longitudinal, qualitative study using repeat interviews, experience sampling and a diary study. The findings provide insights from the learners' perspectives. Students reported strategies on how to deal with open-ended design projects and how to cope with feedback. They revealed how they currently seek and receive support for design work and wellbeing. We uncovered how learners keep to deadlines and how they approach social learning. The study also exposed enabling study rhythms to facilitate creative flow and how creative environments are set up in the learners' homes. Our findings suggest that educators and designers of hybrid and distance design education should pay attention to three key aspects: dealing with uncertainty, learning satisficing and managing creative flow, to enable design students' wellbeing.", - "output": "Art", + "input": "Abstract: Disturbances in tropical forests can have long-lasting ecological impacts, but their manifestations (ecological legacies) in modern forests are uncertain. Many Amazonian forests bear the mark of past soil modifications, species enrichments, and fire events, but the trajectories of ecological legacies from the pre-contact or post-colonial period remain relatively unexplored. We assessed the fire and vegetation history from 15 soil cores ranging from 0 to 10 km from a post-colonial Surinamese archaeological site. We show that (1) fires occurred from 96 bc to recent times and induced significant vegetation change, (2) persistent ecological legacies from pre-contact and post-colonial fire and deforestation practices were mainly within 1 km of the archaeological site, and (3) palm enrichment of Attalea, Oenocarpus and Astrocaryum occurred within 0, 1, and 8 km of the archaeological site, respectively. Our results challenge the notion of spatially extensive and persistent ecological legacies. Instead, our data indicate that the persistence and extent of ecological legacies are dependent on their timing, frequency, type, and intensity. Examining the mechanisms and manifestations of ecological legacies is crucial in assessing forest resilience and Indigenous and local land rights in the highly threatened Amazonian forests.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To evaluate the impact of severe acute kidney injury (AKI) on short-term mortality in patients with urosepsis.METHODS: This prospective cohort study evaluated 207 patients with urosepsis. AKI was diagnosed in accordance with the Kidney Disease Improving Global Outcomes criteria, and severe AKI was defined as stage 2 or 3 AKI. Patients were divided into two groups: patients who developed severe AKI (severe AKI group) and patients who did not (control group). The primary endpoint was all-cause mortality within 30days. The secondary endpoints were 90-day mortality and in-hospital mortality. The exploratory outcomes were the risk factors for severe AKI development.RESULTS: The median patient age was 79years. Of the 207 patients, 56 (27%) developed severe AKI. The 30-day mortality rate in the severe AKI group was significantly higher than that in the control group (20% vs. 2.0%, respectively; P<0.001). In the multivariable analysis, performance status and severe AKI were significantly associated with 30-day mortality. The in-hospital mortality and 90-day mortality rates in the severe AKI group were significantly higher than those in the control group (P<0.001 and P<0.001, respectively). In the multivariable analysis, age, urolithiasis-related sepsis, lactate values, and disseminated intravascular coagulation were significantly associated with severe AKI development.CONCLUSIONS: Severe AKI was a common complication in patients with urosepsis and contributed to high short-term mortality rates.", - "output": "Demography", + "input": "Abstract: Matching hand-drawn sketches with photos (a.k.a sketch-photo recognition or re-identification) faces the information asymmetry challenge due to the abstract nature of the sketch modality. Existing works tend to learn shared embedding spaces with CNN models by discarding the appearance cues for photo images or introducing GAN for sketch-photo synthesis. The former unavoidably loses discriminability, while the latter contains ineffaceable generation noise. In this paper, we start the first attempt to design an information-aligned sketch transformer (SketchTrans(+)) via cross-modal disentangled prototype learning, while the transformer has shown great promise for discriminative visual modelling. Specifically, we design an asymmetric disentanglement scheme with a dynamic updatable auxiliary sketch (A-sketch) to align the modality representations without sacrificing information. The asymmetric disentanglement decomposes the photo representations into sketch-relevant and sketch-irrelevant cues, transferring sketch-irrelevant knowledge into the sketch modality to compensate for the missing information. Moreover, considering the feature discrepancy between the two modalities, we present a modality-aware prototype contrastive learning method that mines representative modality-sharing information using the modality-aware prototypes rather than the original feature representations. Extensive experiments on category- and instance-level sketch-based datasets validate the superiority of our proposed method under various metrics.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Light -stabilizing additives may contribute to the overall pollution load of microplastics (MPs) and potentially enter the food chain, severely threatening aquatic life and human health. This study investigated the variation between polystyrene (PS) MPs and phthalocyanine blue (CuPC)-containing MPs before and after photoaging, as well as their effects on Microcystis aeruginosa. The presence of PS -MPs increased cell mortality, antioxidant enzyme activity, and the variation in extracellular components, while the presence of CuPC exacerbated these variations. CuPC-containing MPs caused different increasing trends in superoxide dismutase and malondialdehyde activities due to electron transfer across the membrane. Transcriptomic analysis revealed that the MPs and CuPC affected various cellular processes, with the greatest impact being on cell membranes. Compared with MPs, CuPC negatively affected ribosome and polysaccharide formation. These findings provide insights into the molecular mechanisms underlying the cellular response to MPs and their associated light -stabilizer pollution and imply the necessity for mitigating the pollution of both MPs and light -stabilizers.", + "input": "Abstract: For an undirected connected graph G = G(V, E) with vertex set V(G) and edge set E(G), a subset R of V is said to be a resolving in G, if each pair of vertices (say a and b; a not equal b) in G satisfy the relation d(a, k) not equal d(b, k), for at least one member k in R. The minimum set R with this resolving property is said to be a metric basis for G, and the cardinality of such set R, is referred to as the metric dimension of G, denoted by dim v (G). In this manuscript, we consider a complex molecular graph of one-heptagonal carbon nanocone (represented by HCN s ) and investigate its metric basis as well as metric dimension. We prove that just three specifically chosen vertices are enough to resolve the molecular graph of HCN s . Moreover, several theoretical as well as applicative properties including comparison have also been incorporated.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Hand stencils are a remarkable graphic expression in Prehistoric rock art, dating back to 42 ka BP. Although these stencils provide direct impressions of the artists' hands, the characterization of their biological profile (i.e., biological sex and age) is very challenging. Previous studies have attempted this analysis with traditional morphometrics (TM), whereas little research has been undertaken using Geometric Morphometrics (GM), a method widely used in other disciplines but only tentatively employed in rock art studies. However, the large variation in relative finger position in archaeological hands poses the question of whether these representations can be examined through GM, or, in contrast, if this creates an unmanageable error in the results. To address this issue, a 2D hand scans sample of 70 living individuals (F = 35; M = 35) has been collected in three standardized positions (n = 210) and digitized with 32 2D conventional landmarks. Results show that the intra-individual distance (mean Procrustes distance between Pos. 1-2 = 0.132; 2-3 = 0.191; 1-3 = 0.292) is larger than the inter-individual distance (mean in 1 = 0.122; 2 = 0.142; 3 = 0.165). Finally, it has been demonstrated that the relative finger positions, as well as the inclusion of all hand parts in the analysis, have an overshadowing effect on other variables potentially involved in the morphometric variability of the hand, such as biological sex.", - "output": "Art", + "input": "Abstract: Obstetric violence is an urgent global problem. Recently, several studies have appeared on obstetric violence in the Netherlands, indicating that it is a more widespread phenomenon in Dutch maternity care than commonly thought. At the same time, there has been very little public outrage over these studies. The objective of this qualitative research is to gain insight into the working and normalization of obstetric violence by focusing on the moral and epistemic injustices that both facilitate obstetric violence and make it look acceptable. Following the study design of Responsive Evaluation, interviews, homogenous, and heterogenous focus groups were done in three phases, with thirty-one participants, consisting of ten mothers, eleven midwives, five doulas and five midwives in training. All participants were already critically engaged with the topic, which was a selection criterion to be able to bring the existing depth of knowledge on this topic of people in the field to the fore. Data was analyzed through Thematic Analysis. We elaborate on two groups of results. First, we discuss the forms of obstetric violence most commonly mentioned by the participants, which were vaginal examinations, episiotomies, and pelvic floor support. Second, we demonstrate two major themes that concern practices related to moral and epistemic injustice: 1) 'Playing the dead baby card', with the sub-themes 'shroud waving', 'hidden agenda', and 'normalizing obstetric violence'; and 2) 'Troubling consent', with sub-themes 'not being asked for consent', 'saying yes', 'saying no', and 'giving up resistance'. While epistemic injustice has been analyzed in relation to obstetric violence, moral injustice has not yet been conceptualized as a fundamental part of both the practice and the justification of obstetric violence. This research hence contributes not only to the better understanding of obstetric violence in the Netherlands, but also to a further theorization of this specific form of gender-based violence.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Since 2014, our Voice of the Veterinary Profession survey has played a pivotal role in supporting our campaigning and lobbying work, delivering insightful data, raising the profile of vets and their work through the media, driving legislative reform and shaping the profession.", - "output": "Law", + "input": "Abstract: An issue about the privacy of the clustered groups designed by algorithms arises when attempts are made to access certain pieces of information about those groups that would likely be used to harm them. Therefore, limitations must be imposed regarding accessing such information about clustered groups. In the discourse on group privacy, it is argued that the right to privacy of such groups should be recognised to respect group privacy, protecting clustered groups against discrimination. According to this viewpoint, this right places a duty on others, for example, private companies, institutions, and governments, to refrain from accessing such information. To defend the idea that the right to privacy should be recognised for clustered groups, at least two requirements must be satisfied. First, clustered group privacy must be conceived of as either a collective good or a participatory good. Since these forms of good are of the type from which no member of a group can be excluded from benefiting, the right to them is defined as a group right. Second, there must be group interests on which to base a group right. Group interests can be either the interests of those members that are a result of their being in the group or the interests of the group as a whole that transcend the interests of its members. However, this paper argues that clustered group privacy cannot be conceived of as either a collective or a participatory good because it is possible for some individuals to be excluded from benefiting from it. Furthermore, due to the lack of awareness among individuals that they are members of a clustered group and the nature of a clustered group itself, such groups cannot have the group interests necessary to establish a group right. Hence, the group right to privacy cannot be recognised for these groups, implying that the group right cannot be considered a means to protect clustered groups against discrimination. Instead, this paper suggests that moral principles need to be articulated within an ethics of vulnerability to identify the moral obligations of protecting vulnerable clustered groups. The duty owed to the vulnerable should involve refraining from accessing certain information about clustered groups in specific contexts. This duty is not engendered by the right to privacy of such groups; it is the duty owed to the vulnerable. The findings highlight the need to articulate moral principles regarding privacy and data protection to protect clustered groups in contexts in which accessing information about them could constitute a reason for discriminatory targeting.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Polycyclic aromatic hydrocarbons (PAHs) are widespread in soils and threaten human health seriously. The immobilized microorganisms (IM) technique is an effective and environmentally sound approach for remediating PAH-contaminated soil. However, the knowledge of the remedial efficiency and the way IM operates using natural organic materials as carriers in complex soil environments is limited. In this study, we loaded a functional microbial consortium on corn straw to analyze the effect of IM on PAH concentration and explore the potential remediation mechanisms of IM in PAH-contaminated soil. The findings revealed that the removal rate of total PAHs in the soil was 88.25% with the application of IM after 20 days, which was 39.25% higher than the control treatment, suggesting that IM could more easily degrade PAHs in soil. The findings from high-throughput sequencing and quantitative PCR revealed that the addition of IM altered the bacterial community structure and key components of the bacterial network, enhanced cooperative relationships among bacteria, and increased the abundance of bacteria and functional gene copies such as nidA and nahAc in the soil, ultimately facilitating the degradation of PAHs in the soil. This study enhances our understanding of the potential applications of IM for the treatment of PAH-contaminated soil.", - "output": "Economics", + "input": "Abstract: BACKGROUND: The goal of the United Nations Sustainable Development Goal (SDG) 4 is to ensure inclusive and equitable quality education and promote lifelong learning opportunities for all. The aim of this scoping review was to map the current evidence on the association between the prevalence of early childhood caries (ECC) and parental education; and to identify possible pathways by which parental education may protect against ECC.METHODS: The two questions that guided this review were: what is the existing evidence on the association between maternal and paternal education and ECC; and what are the pathways by which parental education protects against ECC? The initial search was conducted in January 2023 in PubMed, Web of Science and Scopus. Articles published in English between January 2000 and October 2022 that reported on the association between parental education and ECC were screened, and the extracted data were compiled, summarized, and synthesized. Review papers and non-primary quantitative research papers were excluded from the full-text review. Open coding was applied to develop a conceptual framework.RESULTS: In total, 49 studies were included: 42 cross-sectional, 3 case-control and 4 cohort studies. The majority (91.8%) reported on the associations between ECC and maternal (n=33), paternal (n=3), and parental (n=9) level of education, and 13 (26.7%) reported on the association between parental education and the severity of ECC. Mothers with more than primary school education (n=3), post-secondary/college/tertiary education (n=23), and more than 4-12 years of education (n=12) had children with lower risk for ECC. Two studies reporting on parental education found an association between maternal but not paternal education and ECC. The review suggests that achieving the SDG 4.1 may reduce the risk of ECC. Possible pathways by which maternal education protects from ECC were feeding practices, oral hygiene practices, and the use of dental services.CONCLUSION: The study findings suggests that higher maternal educational level may reduce the risk for the consumption of cariogenic diet, poor oral hygiene practices and poor use of dental services for caries prevention. However, the association between paternal education and ECC was not consistently observed, with significant associations less frequently reported compared to maternal education. Future studies are needed to define the magnitude and modifiers of the impact of maternal education on the risk for ECC.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: By analysing new archival evidence, this article reveals how in the late 1980s, the legal principle of subsidiarity came to be seen as a tool for demobilising opposition to further European integration. At the same time, it also became a projection screen for competing visions for Europe's future: while the European Commission saw subsidiarity as an important foundation for a future European federation and the German government as an essential part of a 'Europe of the regions', the British government hoped to use it to achieve a renationalisation of the European Community. The French government was much more sceptical towards subsidiarity, pointing to the paradox that subsidiarity actually required a strong central authority to achieve its decentralising ends. The article concludes by arguing that the debate on subsidiarity reveals how ambitious and yet contested European integration had become by the early 1990s.", + "input": "Abstract: Artistic pieces can be studied from several perspectives, one example being their reception among readers over time. In the present work, we approach this interesting topic from the standpoint of literary works, particularly assessing the task of predicting whether a book will become a best seller. Unlike previous approaches, we focused on the full content of books and considered visualization and classification tasks. We employed visualization for the preliminary exploration of the data structure and properties, involving SemAxis and linear discriminant analyses. To obtain quantitative and more objective results, we employed various classifiers. Such approaches were used along with a dataset containing (i) books published from 1895 to 1923 and consecrated as best sellers by the Publishers Weekly Bestseller Lists and (ii) literary works published in the same period but not being mentioned in that list. Our comparison of methods revealed that the best-achieved result-combining a bag-of-words representation with a logistic regression classifier-led to an average accuracy of 0.75 both for the leave-one-out and 10-fold cross-validations. Such an outcome enhances the difficulty in predicting the success of books with high accuracy, even using the full content of the texts. Nevertheless, our findings provide insights into the factors leading to the relative success of a literary work.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As a corridor for population movement out of Africa, the southern Levant is a natural laboratory for research exploring the dynamics of the Middle-to-Upper Paleolithic transition. Yet, the number of well-preserved sites dating to the initial millennia of the Early Upper Paleolithic (EUP; 45-30 ka) remains limited, restricting the resolution at which we can study the biocultural and techno-typological changes evidenced across the transition. With EUP deposits dating to 45-39 ka cal BP, Mughr el-Hamamah, Jordan, offers a key opportunity to expand our understanding of EUP lifeways in the southern Levant. Mughr el-Hamamah is particularly noteworthy for its large faunal assemblage, representing the first such assemblage from the Jordan Valley. In this paper, we present results from taxonomic and taphonomic analyses of the EUP fauna from Mughr el-Hamamah. Given broader debates about shifts in human subsistence across the Middle-to-Upper Paleolithic transition, we also assess evidence for subsistence intensification, focusing especially on the exploitation of gazelle and the use of small game. Taphonomic data suggest that the fauna was primarily accumulated by human activity. Ungulates dominate the assemblage; gazelle (Gazella sp.) is the most common taxa, followed by fallow deer (Dama mesopotamica) and goat (Capra sp.). Among the gazelle, juveniles account for roughly one-third of the sample. While the focus on gazelle and the frequency of juveniles are consistent with broader regional trends, evidence for the regular exploitation of marrow from gazelle phalanges suggests that the EUP occupants of Mughr el-Hamamah processed gazelle carcasses quite intensively. Yet, the overall degree of dietary intensification appears low-small game is rare and evidence for human capture of this game is more equivocal. As a whole, our results support a growing body of data showing gradual shifts in animal exploitation strategies across the Middle-to-Upper Paleolithic transition in the southern Levant.", - "output": "Archaeology", + "input": "Abstract: PURPOSE: Breast cancer follow-up (surveillance and aftercare) varies from one-size-fits-all to more personalised approaches. A systematic review was performed to get insight in existing evidence on (cost-)effectiveness of personalised follow-up.METHODS: PubMed, Scopus and Cochrane were searched between 01-01-2010 and 10-10-2022 (review registered in PROSPERO:CRD42022375770). The inclusion population comprised nonmetastatic breast cancer patients\u226518years, after completing curative treatment. All intervention-control studies studying personalised surveillance and/or aftercare designed for use during the entire follow-up period were included. All review processes including risk of bias assessment were performed by two reviewers. Characteristics of included studies were described.RESULTS: Overall, 3708 publications were identified, 64 full-text publications were read and 16 were included for data extraction. One study evaluated personalised surveillance. Various personalised aftercare interventions and outcomes were studied. Most common elements included in personalised aftercare plans were treatment summaries (75%), follow-up guidelines (56%), lists of available supportive care resources (38%) and PROs (25%). Control conditions mostly comprised usual care. Four out of seven (57%) studies reported improvements in quality of life following personalisation. Six studies (38%) found no personalisation effect, for multiple outcomes assessed (e.g. distress, satisfaction). One (6.3%) study was judged as low, four(25%) as high risk of bias and 11 (68.8%) as with concerns.CONCLUSION: The included studies varied in interventions, measurement instruments and outcomes, making it impossible to draw conclusions on the effectiveness of personalised follow-up. There is a need for a definition of both personalised surveillance and aftercare, whereafter outcomes can be measured according to uniform standards.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Five clay poultices used in built heritage, stone, and wall painting conservation were examined for their potential to extract impurities from medieval lime-rich wall painting plaster. Since the most efficient extraction is achieved by capillary advection, this evaluation compared the pore size distribution of the clay poultices with that of medieval plaster. The pore size distribution was measured using the pressure plate method, a method with a long history of use in soil and building science. The present study demonstrates for the first time a successful application of this method in the evaluation of clay poultices for conservation. In addition, the retentive capacities of the five poultices were examined by measuring lateral migration and penetration depths as a function of time, using customised plaster samples and a blue dye to facilitate migration measurements. Of the five poultices, bentonite showed the least promising pore size range and was estimated to have little or no effect as a drying poultice for medieval wall painting plaster. The remaining four poultices showed promising results, although with various shortcomings that might influence the results of the intervention, as the best fit is dependent on the aim of the poulticing. For a cleaning poultice, where dirt is to be extracted solely from the surface of the plaster, attapulgite and PANGEL (R) S1500 seemed to be best suited due to their high retention. The pore size distribution and migration pattern of PANGEL (R) S9 and sepiolite indicated that they could be suitable as poultices for desalination.", - "output": "Art", + "input": "Abstract: In the 1940s, Abraham Myerson's work on drinking norms in the USA was central to reorienting the approach medical and scientific experts adopted when studying and treating alcoholism. A leading psychiatrist and neurologist from Boston, Myerson argued that tensions between alcohol's ability to satisfy a pleasure-seeking drive and the rise of asceticism had generated ambivalent social attitudes, traditions and expectations towards drinking. This article explores how Myerson identified and employed social factors to uncover the relationship between ambivalent drinking norms, one's gender, ethnic or religious background, and whether one would drink to excess. In doing so, it will illuminate how Myerson's innovative efforts to highlight the role of social attitudes and traditions in alcoholism ultimately helped shape the approach of medical science to the alcohol problem.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article builds a case for raising occupational consciousness by critically questioning ahistorical and apolitical uses of battle language, especially when referring to infectious diseases. Words such as invasion, colonization, and resistance are particularly ethically troubling, and this article considers why the social practices our language brings about matter in health care. Dynamic relationships among humans and microbes, as well as metaphor, are considered here in historical context and through the lens of Derrida's portmanteau hostipitality, which invites reconsideration of an infectious disease notion of host and how conceptions of hospitality have been institutionalized and commodified. This article argues that language used in infectious disease care settings should be informed by coexistence as a guiding value of clinical and ethical relevance.", - "output": "Philosophy", + "input": "Abstract: Colorizing thermal infrared images poses a significant challenge as current methods struggle with issues such as unrealistic color saturation and limited texture. To address these challenges, we propose the Feature Refinement and Adaptive Generative Adversarial Network (FRAGAN). Our approach enhances the detailed, semantic, and contextual capabilities of image coloring by combining multi -level interactions that integrate the lost detailed information from the encoding stage with the semantic information from the decoding stage. Additionally, we introduce the Residual Feature Refinement Module (RFRM) to improve both the accuracy and generalization ability of the model, thereby elevating the quality of colorization results. The Feature Adaptation Module (FAM) is employed to mitigate sub -region information loss during downsampling. Furthermore, we introduce the Trinity Attention Module (TAM) to accurately capture the spatial and channel -wise interaction features of local semantic information. Extensive experimentation on the KAIST dataset and the FLIR dataset demonstrates the superiority of our proposed FRAGAN methodology, surpassing both the performance metrics and visual quality of current state-of-the-art methods. The colorized images generated by our proposed FRAGAN exhibit enhanced clarity and realism. Our code and models are available at GitHub.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance National data on the development of competence during training have been reported using the Accreditation Council for Graduate Medical Education (ACGME) Milestones system. It is now possible to consider longitudinal analyses that link Milestone ratings during training to patient outcomes data of recent graduates. Objective To evaluate the association of in-training ACGME Milestone ratings in a surgical specialty with subsequent complication rates following a commonly performed operation, endovascular aortic aneurysm repair (EVAR). Design, Setting, and Participants This study of patient outcomes followed EVAR in the Vascular Quality Initiative (VQI) registry (4213 admissions from 208 hospitals treated by 327 surgeons). All surgeons included in this study graduated from ACGME-accredited training programs from 2015 through 2019 and had Milestone ratings 6 months prior to graduation. Data were analyzed from December 1, 2021, through September 15, 2023. Because Milestone ratings can vary with program, they were corrected for program effect using a deviation score from the program mean. Exposure Milestone ratings assigned to individual trainees 6 months prior to graduation, based on judgments of surgical competence. Main Outcomes and Measures Surgical complications following EVAR for patients treated by recent graduates during the index hospitalization, obtained using the nationwide Society for Vascular Surgery Patient Safety Organization's VQI registry, which includes 929 participating centers in 49 US states. Results The study included outcomes for 4213 patients (mean [SD] age, 73.25 [8.74] years; 3379 male participants [80.2%]). Postoperative complications included 9.5% major (400 of 4213 cases) and 30.2% minor (1274 of 4213 cases) complications. After adjusting for patient risk factors and site of training, a significant association was identified between individual Milestone ratings of surgical trainees and major complications in early surgical practice in programs with lower mean Milestone ratings (odds ratio, 0.50; 95% CI; 0.27-0.95). Conclusions and Relevance In this study, Milestone assessments of surgical trainees were associated with subsequent clinical outcomes in their early career. Although these findings represent one surgical specialty, they suggest Milestone ratings can be used in any specialty to identify trainees at risk for future adverse patient outcomes when applying the same theory and methodology. Milestones data should inform data-driven educational interventions and trainee remediation to optimize future patient outcomes.", - "output": "Education", + "input": "Abstract: Natural hazard-triggered technological accidents (Natechs) are a type of multihazard coupled event with complex disaster evolution trends and serious consequences, resulting in high difficulty in collaborative responses. Currently, research on Natechs primarily revolves around evolutionary mechanisms and risk assessment. However, this complex form of disaster still requires relevant studies on response processes and organizational collaboration. The stochastic Petri net simulation method aligns well with this need, offering a suitable approach for addressing these gaps. Stochastic Petri nets (SPN) were introduced to clarify the Natech response process and analyze the synergistic relationship between organizations during the Natech response. First, the natech response process was framed by the logic of scenario-task-organization; the SPN's components were designed considering the characteristics of Natech events, and a proposal was made on how to construct the SPN model corresponding to a collaborative Natech response. Second, the performance of the analysis model was evaluated using the isomorphic Markov chain, and a method for examining organizational collaborative relationships was proposed. Finally, the model is validated by an example, and the characteristics of organizational task execution in Natech responses are summarized according to the busy probability of places and variation in the utilization of transitions. Analysis of task coordination relationships is proposed based on the SPN's structure, and the core and auxiliary workgroups are determined according to the actual task execution requirements to achieve better identification of responsible parties. Further, ways to improve Natech response collaboration are recommended: The role of the natural disaster response department is highlighted, for example, as it provides crucial information support during rescue operations. Relying solely on government departments may prove ineffective in responding to Natechs; thus, it may be necessary to involve social forces in the response effort. Flexible adjustments to deployment should be made to ensure the full utilization of limited disaster relief resources.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The collapse of a state during crises, such as large-scale wars, demands effective preventive measures. The 2014 military aggression by Russia in Ukraine triggered profound changes and emphasised the importance of strategic responses. So, the cutoff of Russian aggression was facilitated by the coordinated interaction of state authorities and local government and the increased autonomy of local government at the grassroots level, as a result of the successful decentralisation reform in Ukraine. After the full-scale Russian invasion in February 2022, the local government played a vital role in sustaining Ukrainian cities and villages. This paper examines local government operations in active conflict zones and during occupation, assessing their preparedness for military actions. It delves into the unique challenges faced and necessary post-war adjustments. Through in-depth interviews in the war-affected Kharkiv region and secondary sources, we illuminate crisis management within local government during wartime in Ukraine. Therefore, this study highlights the crucial role of local government bodies in addressing the issues of local residents during a wartime crisis.", - "output": "Geography", + "input": "Abstract: To survive, adapt, and develop, cells respond to external and internal stimuli by tightly regulating transcription. Transcriptional regulation involves the combinatorial binding of a repertoire of transcription factors to DNA, which often results in switch-like binary outputs akin to Boolean logic gates. Recent experimental studies have demonstrated that in eukaryotes, transcription factor binding to DNA often involves energy expenditure, thereby driving the system out of equilibrium. The governing principles of transcriptional logic operations out of equilibrium remain unexplored. Here, we employ a simple two-input, single-locus model of transcription that can accommodate both equilibrium and nonequilibrium mechanisms. Using this model, we find that nonequilibrium regimes can give rise to all the logic operations accessible in equilibrium. Strikingly, energy expenditure alters the regulatory function of the two transcription factors in a mutually exclusive manner. This allows for the emergence of new logic operations that are inaccessible in equilibrium. Overall, our results show that energy expenditure can expand the range of cellular decision-making without the need for more complex promoter architectures.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Purpose Hematopoietic stem cell transplant (HSCT) is an intense form of treatment, resulting in major symptom burden but can prove curative. The quality of life (QOL) is a major endpoint for these patients as the survival rate in them has improved over time. The aim of the study is to assess the QOL and symptom burden of hematological malignancy patients at admission to hospital for HSCT, at 1 month and at 3 months following HSCT.Methods This prospective observational study was done on hematological malignancy patients who were admitted for HSCT in a regional cancer center. The study subjects were assessed by the Functional Assessment of Cancer Therapy-Bone Marrow Transplant Scale (FACT-BMT Scale), Edmonton Symptom Assessment Scale-revised (r-ESAS), and Depression, Anxiety and Stress Scale-21 Items (DASS-21) at the time of hospital admission for transplantation, on day 30 (similar to 1 month) and day100 (similar to 3 months) of transplantation.Results A total of 68 patients were included in this study. FACT-BMT scores have decreased from baseline (F0) to the first follow-up (F1) and then increased in the third follow-up (F2). The maximum r-ESAS mean score was for tiredness among all other symptoms at F0 as well as at F1 and at F2. The DASS 21 scores for depression, anxiety, and stress were maximum during F1 and minimum during F2.Conclusion Symptom burden is maximum during the first month of BMT, which improves later and QOL becomes improved with time.", - "output": "Communication", + "input": "Abstract: We study a new driving factor of women's inclusion in politics: the economic empowerment of their mothers. We evaluate Swedish microdata on politicians and their parents over fifty years. The results demonstrate a strong intergenerational dynamic from mothers to daughters. Female politicians come from households where their mother is more likely to be employed, earns more in the labour market, and earns a larger share of household earnings. This pattern was strong among parliamentarians in the 1970s and 1980s when female numerical representation increased rapidly in Sweden but is not present in national politics after the introduction of gender quotas in the early 1990s or in local politics.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Evidence relating maternal birth experience to a range of maternal and neonatal outcomes is increasingly compelling. Consequently valid and reliable self-report of birth experience from the mothers perspective is critical.AIM: The current study sought to translate and validate a Hungarian-language version of the Birth Satisfaction Scale-Revised (BSS-R).METHOD: Following forward and backwards translation into Hungarian, the Hungarian BSS-R (HU-BSS-R) was administered to women in a major Transylvanian hospital maternity unit within 72 h postpartum. Key psychometric characteristics were then examined in relation to factor structure, divergent and convergent validity, internal consistency, and known-groups discriminant validity.RESULTS: Two-hundred and thirty-two women completed the HU-BSS-R. Confirmatory factor analysis revealed the HU-BSS-R to offer an excellent fit to data for the established tri-dimensional measurement model. The HU-BSS-R was also found to offer excellent convergent and divergent validity and known-groups discriminant validity. No significant differences were observed between internal consistency observations between the current study and the original UK validation study.CONCLUSIONS: The HU-BSS-R is a valid and reliable translation of the original BSS-R, it has proved itself to have excellent psychometric properties and is suitable for use in the Hungarian maternity context.", - "output": "Communication", + "input": "Abstract: Making health science students aware of the importance of basic science knowledge for professional practice is a major educational challenge, especially during the early years of preclinical courses. Here, using an integrated curricular approach, we analyze whether Work Station Learning Activities (WSLA), which combine active learning methodologies for teaching basic science in clinical scenarios, can help to develop deeper learning and student engagement. In order to increase student motivation, we evaluated the effectiveness of WSLA using statistical analyses and an observation tool based on the ICAP (Interactive, Constructive, Active, and Passive) framework, which categorizes learning tasks based on the nature of student engagement. Statistical analyses revealed positive correlations between the different summative evaluations along the development of the activities, indicating the learning process inherent to WSLA progression and affirming the positive influence of WSLA on academic outcomes. Comparing the pre- and post-tests, students scored significantly higher on the post-test (statistically significant p<0.001). WSLA promotes both constructivist and interactive learning, as validated by its alignment with the ICAP model. The study examines student engagement through systematic observation, revealing a relationship between student engagement and final grades. Students who exhibit constructive learning consistently earn higher grades, emphasizing the positive impact of active engagement. Thus, passive behavior profiles show a significant proportion of fails (40%), while constructive profiles stand out as the sole recipients of the coveted excellent rating. Ultimately, this study contributes to our understanding of the effectiveness of WSLA in promoting active learning and enhancing student engagement within integrated health education curricula. It highlights the importance of active learning behaviors for academic success and suggests avenues for further research to optimize integrated teaching methodologies in medical education.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: High incidences of congenital syphilis have been reported in areas along the Pacific coast of Colombia. In this retrospective study, conducted during 2018-2022 at a public hospital in Buenaventura, Colombia, we analyzed data from 3,378 pregnant women. The opportunity to prevent congenital syphilis was missed in 53.1% of mothers because of the lack of syphilis screening. Characteristics of higher maternal social vulnerability and late access to prenatal care decreased the probability of having >1 syphilis screening test, thereby increasing the probability of having newborns with congenital syphilis. In addition, the opportunity to prevent congenital syphilis was missed in 41.5% of patients with syphilis because of the lack of treatment, which also increased the probability of having newborns with congenital syphilis. We demonstrate the urgent need to improve screening and treatment capabilities for maternal syphilis, particularly among pregnant women who are more socially vulnerable.", - "output": "History", + "input": "Abstract: The study aimed to determine the accuracy of diagnosing periodontal conditions using the developed web-based PocketPerio application and evaluate the user's perspective on the use of PocketPerio. First, 22 third-year dental students (DS3) diagnosed ten cases without PocketPerio (control) and with PocketPerio (test) during a mock examination. Then, 105 DS3, 13 fourth-year dental students (DS4), and 32 senior second-year International Standing Program students (ISP2) used PocketPerio chairside. Statistical analysis was performed using a non-parametric paired two-tailed test of significance with the Wilcoxon matched-pairs signed rank test. The null hypothesis that PocketPerio did not increase the accuracy of periodontal diagnoses was rejected at alpha<0.01. Periodontal diagnoses made using PocketPerio correlated with those made by periodontics faculty (gold standard) in all cases. During the mock examination, PocketPerio significantly increased the accuracy of periodontal diagnoses compared to the control (52.73 vs. 13.18%, respectively). Chairside, PocketPerio significantly increased the accuracy of primary (100 vs. 40.0%) and secondary (100 vs. 14.25%) periodontal diagnoses compared to the respective controls. Students regardless of their training year felt more confident in diagnosing periodontal conditions using PocketPerio than their current tools, provided positive feedback on its features, and suggested avenues for its further development.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Australia II became the first foreign yacht to win the America's Cup in 1983. The boat had a revolutionary wing keel and a better underwater hull form. In official documents, Ben Lexcen is credited with the design. He is also listed as the sole inventor of the wing keel in a patent application submitted on February 5, 1982. However, as reported in New York Times, Sydney Morning Herald, and Professional Boatbuilder, the wing keel was in fact designed by engineer Peter van Oossanen at the Netherlands Ship Model Basin in Wageningen, assisted by Dr. Joop Slooff at the National Aerospace Laboratory in Amsterdam. Based on telexes, letters, drawings, and other documents preserved in his personal archive, this paper presents van Oossanen's account of how the revolutionary wing keel was designed. This is followed by an ethical analysis by Martin Peterson, in which he applies the American NSPE and Dutch KIVI codes of ethics to the information provided by van Oossanen. The NSPE and KIVI codes give conflicting advice about the case, and it is not obvious which document is most relevant. This impasse is resolved by applying a method of applied ethics in which similarity-based reasoning is extended to cases that are not fully similar. The key idea, presented in Peterson's book The Ethics of Technology (Peterson, The ethics of technology: A geometric analysis of five moral principles, Oxford University Press, 2017), is to use moral paradigm cases as reference points for constructing a moral map.", - "output": "Philosophy", + "input": "Abstract: Much of the literature on domestic abuse focuses on those in intimate partner relationships or ex-partners, however, in the UK the Home Office definition also includes those in familial relationships. The Domestic Abuse, Stalking, and Harassment and Honour-Based Violence Risk Assessment assumes homogeneous risk factors across all relationships. This paper therefore examines the risk factors for repeat victimization of domestic abuse by relationship type between the victim and perpetrator in a UK police force. Using police-recorded domestic abuse incident and crime data, a logistic regression model found that the most similar repeat victimization risk profiles for 14,519 victims were amongst partners and ex-partners, with both relationships demonstrating the greatest degree of gender asymmetry, compared with other familial relationships. Physical violence was the strongest predictor of repeat victimization and was a statistically significant predictor for ex-partners, partners, and all familial relationships. Coercive behaviour was also a significant predictor for all relationships apart from partners, but not at the same magnitude as physical abuse. Recognizing the difference in risk by relationship type may assist the police in deciding the most appropriate response and interventions to reduce the risk of further harm.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objective: To investigate sickness benefits following delivery in mothers with systemic lupus erythematosus (SLE) and mothers without SLE. Method: SLE and non-SLE mothers, matched by age and month of delivery, with a singleton liveborn (2004-2008), were identified from the Swedish Lupus Linkage cohort. Work loss (sum of sick leave and disability pension) was studied from 1 year prenatally to 3 years postpartum. Adjusted logistic regression models of covariates associated with > 30 days of work loss in the first and second years postpartum were estimated in SLE mothers. Results: Among 130 SLE mothers and 440 non-SLE mothers, SLE mothers were more likely to have work loss from the prenatal year (42% vs 16%) to 3 years postpartum (49% vs 15%). In SLE mothers, work loss was on average 61 +/- 112 days (mean +/- sd) in the prenatal year and 38 +/- 83 days in the first year postpartum, which increased to 71 +/- 114 days in the third year postpartum. Having > 30 days of sick leave in the year of delivery [odds ratio (OR) 4.4, 95% confidence interval (CI) 1.5-12.9] and <= 12 years of education (OR 2.6, 95% CI 1.1-6.0) were associated with work loss in the first year postpartum. No covariates were associated with work loss in the second year postpartum. Conclusion: SLE mothers more often had work loss in the prenatal year to 3 years postpartum compared to non-SLE mothers. Lower education and sick leave in the year of delivery were associated with a higher odds of work loss in the first year postpartum in SLE.", - "output": "Education", + "input": "Abstract: ObjectiveTo investigate the trajectories and potential categories of changes in the sense of coherence (SOC) in patients after colorectal cancer surgery and to analyze predictive factors. MethodsFrom January to July 2023, 175 patients with colorectal cancer treated at a tertiary Grade A oncology hospital in Jiangsu Province were selected as the study subjects. Prior to surgery, SOC-13 scale, Patient-Generated Subjective Global Assessment (PG-SGA), Brief Illness Perception Questionnaire (BIPQ), and Social Support Rating Scale (SSRS) were used to survey the patients. SOC levels were measured multiple times at 1 week, 1 month, and 3 months post-surgery. Growth Mixture Modeling (GMM) was applied to fit the trajectory changes of SOC in patients after colorectal cancer surgery. Multinomial logistic regression was used to analyze the predictive factors of SOC trajectory changes. ResultsThe SOC scores of patients at points T1-T4 were (65.27 +/- 9.20), (63.65 +/- 10.41), (63.85 +/- 11.84), and (61.56 +/- 12.65), respectively. Multinomial logistic regression results indicated that gender, employment status, disease stage, household monthly income, intestinal stoma, nutritional status, illness perception, and social support were predictors of SOC trajectory changes (P < 0.05). ConclusionThere is heterogeneity in the trajectory changes of SOC in patients after colorectal cancer surgery. Healthcare professionals should implement early precision interventions based on the patterns of changes and predictive factors in each trajectory category.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Amid a heightened focus on sustainable consumption, restaurants are increasingly adopting green practices. Yet, understanding determinants of satisfaction in green restaurants remains unexplored. Analyzing 85,337 TripAdvisor reviews from US Green Restaurant Association certified restaurants, and leveraging BERTopic and aspect-based sentiment analysis, our study reveals previously unidentified subtopics, like pet-friendly, and indicates that after food, value, and service, green attributes significantly affect satisfaction, surpassing atmosphere. Additionally, we studied ramifications of not mentioning aspects in reviews, showing an insignificant difference in satisfaction between reviews without green attributes and those with neutral sentiment scores, highlighting the importance of promoting and delivering green initiatives.", - "output": "Geography", + "input": "Abstract: How does legislature size impact public service provision? Despite the importance of institutional design for democratic governance, the effect of legislative features on citizen welfare remains little understood. In this article, we use a formal model to show that increasing legislature size improves public goods delivery. We argue that changes in bargaining costs depend on whether additional legislators share the executive's party affiliation: More opposition members reduce the equilibrium public goods provision, while more government-aligned members increase it. We test this theory by exploiting sharp discontinuities in city-council size in Brazil. We show that an additional city councilor has a 91% chance of belonging to the mayoral coalition, and this significantly improves primary school enrollment and infant mortality rates. To explore possible mechanisms, we surveyed 174 former city councilors and analyzed 346,553 bills proposed between 2005 and 2008. This article has implications for the design of representative institutions.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A renowned group of pediatricians and an attorney with expertise in child abuse matters proposed a medical definition of intrafamilial child torture perpetrated by a caretaker in a landmark 2014 publication in the health sciences literature. Representing one of the most widely cited publications on non-politically motivated child torture to date, this medical definition encompassing physical abuse, psychological abuse, deprivation, and neglect characterizing child torture has been broadly recognized and accepted by multidisciplinary professionals across medical, child welfare, and criminal justice sectors. While the medical community's efforts aimed to compel legislative changes, including adoption of explicit torture-specific statutes that would enable criminal justice system responses reflective of abuse severity, subsequent legal analyses have revealed tremendous variability in criminal investigations, prosecution, sentencing, and case outcomes. In this discussion piece, medico-legal issues relevant to intrafamilial child torture case prosecution are reviewed. The impact of the established medical definition on jurisdictional legal approaches and unique case challenges related to longitudinal nature of abuse, frequent psychological injury, and victim-perpetrator dynamics are explored in depth. Utilizing available legal research platforms, investigative information, health sciences literature, and prosecutor self-report, existing child torture statutes and case outcomes were compared with focus on perpetrator, victim, socio-environmental, and community influence on legal outcome. Prosecutorial challenges facing jurisdictions lacking child torture statutes are discussed with emphasis placed on the critical role played by the medical community to support diagnosis of physical and emotional impacts to the child. Finally, the process by which states can establish a jurisdictional torture statute are suggested.", - "output": "Law", + "input": "Abstract: Barrier islands span 10% of the world's coastlines and dominate along the Atlantic and Gulf of Mexico coasts in the USA routinely exposed to storm surge. These islands serve as buffers between the open coast and the mainland, and protect the mainland from storm damage. During storms, significant morphological change can occur, including substantial erosion of the islands' vegetated dunes. In this study, the focus is on the influence of belowground biomass - namely dune plant roots - and dune topographic characteristics on barrier-island erosion during storms. The numerical model XBeach was employed to simulate storm-induced sediment transport. A parameter study was conducted by varying distance from the shoreline to the dune, dune shape, sediment grain size, and sediment mobility as an analogue for biomass. The influence of individual parameters and the collective impact of parameters were analyzed. The results help improve our knowledge of barrier island dynamics and lay a solid groundwork for future investigations.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Political conflicts or geopolitical tensions can create uncertainty in addressing climate change and environmental management in the Arctic. Dissecting how actors interact with each other and form networks is important for understanding ecological and environmental management challenges during geopolitical tensions, as well as promoting better governance. We construct transboundary networks for Arctic climate change governance (ACCG) from 2013 to 2021 based on the Global Database of Events, Language, and Tone (GDELT). Further, we used network descriptive statistical analysis and Temporal Exponential Random Graph Models (TERGM) to explore the structure of ACCG networks and the key factors influencing cooperation formation. The findings suggest that the overall cooperation density of the ACCG is low, and the dominant position of core actors is continuously strengthening. Non-state actors are less likely to be seen as partners and their participation depends largely on cooperation with states. The results also show that actors with similar stances and problem exposure are more likely to cooperate, but those exposed to high latitudes often choose not to cooperate; first-comers are more likely to perceive as cooperating yet they are inclined to establish internal cooperation. Additionally, two geographically proximate actors are more likely to cooperate. This indicates that under geopolitical tensions, the ACCG faces challenges not only due to the limited capacity of non-state actors to perform transboundary functions but also because the cooperation mechanisms are influenced by regional political logic. Accordingly, we further suggest policy recommendations from developing binding international frameworks to guide transboundary cooperation, enhancing cooperation among non-state actors, and ensuring the representativeness and fairness of non-Arctic actors' participation. This research provides insights into transboundary environmental management under political tensions, while also offering new pathways for analysing large-scale environmental governance structures.", - "output": "Law", + "input": "Abstract: BACKGROUND: This study aimed to investigate the prevalence and severity of post-traumatic stress disorder (PTSD) and analyze the relationship between PTSD and breastfeeding attitudes and behaviors among breastfeeding mothers and women with children aged 0-24months, all of whom had experienced the earthquake.METHODS: In this cross-sectional survey, a face-to-face questionnaire was administered to 173 earthquake survivors in Adiyaman, Turkey, during June and July 2023. The PTSD Checklist-Civilian scale was used to assess the presence of PTSD, while the Breastfeeding Attitudes of the Evaluation Scale (BAES) was employed to evaluate breastfeeding behaviors in mothers.RESULTS: Significantly higher PTSD scores (47.6\u00b117.4) were found among women staying in tents, while lower scores (37.0\u00b116.4) were observed in those who continued breastfeeding. 78.6% of women reported decreased breast milk because of the earthquake. Mothers with reduced milk supply had higher PTSD scores (46.1\u00b117.3). Breastfeeding training was associated with higher BAES scores (106.8\u00b156.8) and lower PTSD scores (32.5\u00b111.0). A significant negative correlation was observed between the PTSD score and BAES (r=-0.742; p<0.001).CONCLUSIONS: The study demonstrated that breastfeeding may protect mothers against PTSD in the aftermath of earthquakes, emphasizing the importance of breastfeeding education. The higher frequency and severity of PTSD observed among earthquake survivor mothers residing in tents underscores the importance of promptly transitioning to permanent housing after the earthquake.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Heart failure (HF) is a serious condition with increasing prevalence, high morbidity, and increased mortality. Obesity is an established risk factor for HF. Fluctuation in body mass index (BMI) has shown a higher risk of cardiovascular outcomes. We investigated the association between BMI variability and incident HF.METHODS AND RESULTS: In the UK Biobank, we established a prospective cohort after excluding participants with prevalent HF or cancer at enrollment. A total of 99368 White participants with \u22653 BMI measures during >2years preceding enrollment were included, with a median follow-up of 12.5years. The within-participant variability of BMI was evaluated using standardized SD and coefficient of variation. The association of BMI variability with incident HF was assessed using Fine and Gray's competing risk model, adjusting for confounding factors and participant-specific rate of BMI change. Higher BMI variability measured in both SD and coefficient of variation was significantly associated with higher risk in HF incidence (SD: hazard ratio [HR], 1.05 [95% CI, 1.03-1.08], P<0.0001; coefficient of variation: HR, 1.07 [95% CI, 1.04-1.10], P<0.0001).CONCLUSIONS: Longitudinal health records capture BMI fluctuation, which independently predicts HF incidence.", - "output": "Demography", + "input": "Abstract: The formal engagement of diverse stakeholder groups in environmental policy design and implementation is increasingly common. While engaging diverse stakeholders in common fora can help address complex environmental dilemmas, insofar as different stakeholders have varying perspectives and resources to contribute, this same variance can lead to intractable conflicts. While policy scholars have developed various conceptual approaches to understanding conflict in the policy process, few scholars have applied conceptual approaches to understand how policy conflicts are reflected in interpersonal communications among diverse stakeholders. In this article, we draw on environmental justice council meeting minutes and use qualitative, computational, and statistical methods to analyze, over time: (i) the extent and severity of policy conflict observed among council actors; (ii) the association between actor-level attributes and conflict, as conveyed in two-way communication between actors; (iii) the association between actor's sector and change in conflict; and (iv) variation in conflict across council activities. By exploring the overtime association between policy conflict and attributes of policy actors (e.g., sectoral affiliation and interpersonal attributes), our analysis addresses not only the influence of the number of interactions for an actor at the meeting but also how they are interacting at the meeting by leveraging their position in the meeting communication network. Our article contributes to the study of the public policy process and collaborative governance, drawing attention to how conflict materializes in a collaborative forum engaged in policy making.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Can we compute what we cannot draw? How must we draw to produce measurable representations, or visual ones? This research inquires into the relationship between mathematics and figurative representation, and more precisely between drawing and computation. The scientific imagery studied here is the representation of the five platonic solids, discussing various representation techniques from classical antiquity to modern times, and their efficacy to help calculate sizes and proportional ratios. Scholars in history of architectural drawing have too often limited their observations to the very few preserved plans and front views dating back to classical antiquity, without enlarging their investigation to other scientific fields that also rely on drawing as a research tool and communication device. Among these other fields stands the mathematical research, especially solid geometry which deals with objects and entities that have shapes that needs to be somehow drawn in 3D to be studied.", - "output": "Art", + "input": "Abstract: Stroke is a neurological syndrome that usually causes a loss of voluntary control of lower/upper body movements, making it difficult for affected individuals to perform Activities of Daily Living (ADLs). Brain-Computer Interfaces (BCIs) combined with robotic systems, such as Motorized Mini Exercise Bikes (MMEB), have enabled the rehabilitation of people with disabilities by decoding their actions and executing a motor task. However, Electroencephalography (EEG)-based BCIs are affected by the presence of physiological and non-physiological artifacts. Thus, movement discrimination using EEG become challenging, even in pedaling tasks, which have not been well explored in the literature. In this study, Common Spatial Patterns (CSP)-based methods were proposed to classify pedaling motor tasks. To address this, Filter Bank Common Spatial Patterns (FBCSP) and Filter Bank Common Spatial-Spectral Patterns (FBCSSP) were implemented with different spatial filtering configurations by varying the time segment with different filter bank combinations for the three methods to decode pedaling tasks. An in-house EEG dataset during pedaling tasks was registered for 8 participants. As results, the best configuration corresponds to a filter bank with two filters (8-19 Hz and 19-30 Hz) using a time window between 1.5 and 2.5 s after the cue and implementing two spatial filters, which provide accuracy of approximately 0.81, False Positive Rates lower than 0.19, andKappaindex of 0.61. This work implies that EEG oscillatory patterns during pedaling can be accurately classified using machine learning. Therefore, our method can be applied in the rehabilitation context, such as MMEB-based BCIs, in the future.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Mass capture of small fishes with a variety of nets, traps, and weirs was widely practiced and economically important across East Polynesia at western contact. Archaeological research, however, has suggested these technologies were less important during the early settlement period and gained prominence over time. Several explanations have been proposed, including resource depression, changes in marine environments, and/or social and economic reorientations. In the Marquesas Islands, pelagic and offshore fishes were historically well represented in early assemblages relative to most Polynesian islands. Here we report on fishbone assemblages from Nuku Hiva Island that were recovered with fine mesh screens, identified using a wide range of skeletal elements, and analysed with morphometric methods. The Hakaea Beach results demonstrate that mass capture of small fishes was especially important at this locality and sustained over three early, successive occupations. These patterns may reflect the nature of the local fisheries, preferential use of high-return capture strategies in this reef-limited setting, and/or purposeful avoidance of ciguatera-prone fishes and a preference for less vulnerable fishes. Overall, our findings highlight geographic variation in early Marquesan fisheries and provide archaeological evidence that mass capture technologies had an important place in the maritime toolkits of the earliest East Polynesian fishers.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Educational duration might play a vital role in preventing the occurrence and development of osteoporosis(OP).PURPOSE: To assess the causal effect of educational duration on bone mineral density(BMD) and risk factors for OP by Mendelian randomization(MR) study.METHODS: The causal relationship was analyzed using data from genome-wide association study(GWAS). Inverse variance weighting (IVW) was used as the main analysis method. Horizontal pleiotropy was identified by MR-Egger intercept test, MR pleiotropy residual sum and outlier (MR-PRESSO) test. The leave-one-out method was used as a sensitivity analysis.RESULTS: The IVW results indicated that there was a positive causal relationship between educational duration and BMD (OR=1.012, 95%CI:1.003-1.022), physical activity(PA) (OR=1.156, 95%CI:1.032-1.295), calcium consumption (OR=1.004, 95%CI:1.002-1.005), and coffee intake (OR=1.019, 95%CI:1.014-1.024). There was a negative association between whole body fat mass (OR=0.950, 95%CI:0.939-0.961), time for vigorous PA (OR=0.955, 95%CI:0.939-0.972), sunbath (OR=0.987, 95%CI:0.986-0.989), salt consumption (OR=0.965, 95%CI:0.959-0.971), fizzy drink intake (OR=0.985, 95%CI:0.978-0.992), smoking (OR=0.969, 95%CI:0.964-0.975), and falling risk (OR=0.976, 95%CI:0.965-0.987). There was no significant association between educational duration and lean mass, time for light-to-moderate PA, milk intake, and alcohol intake. Horizontal pleiotropy was absent in this study. The results were robust under sensitivity analyses.CONCLUSION: A longer educational duration was causally linked with increased BMD. No causal relationship had been found between educational duration and lean mass, time for light-to-moderate PA, milk intake, and alcohol consumption as risk factors for osteoporosis.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The chrono-cultural sequence of the Levantine Upper Paleolithic went through several major revisions during approximately a century of focused research, each revision contributing to shedding light on the mosaic of cultural entities and the complex social and cultural dynamics composing the Levantine Upper Paleolithic. The current state of research suggests the co-inhabitance of two cultural groups: the Early Ahmarian and the Levantine Aurignacian. Two other cultural entities, the Arkov-Divshon and the Atlitian, are regarded as younger manifestations and were tentatively suggested to relate to the Levantine Aurignacian. This paper presents a research synthesis of two case studies: Manot Cave, located in western Galilee, Israel, and Nahal Rahaf 2 Rockshelter in the Judean Desert. The application of high-resolution excavation methods, alongside detailed documentation of the stratigraphy and site-formation processes and wide-scale radiocarbon-based absolute dating, marked these sites as ideal for chrono-cultural study through the analyses of flint industries. The results indicate a clear distinction between the Levantine Aurignacian and the Arkov-Divshon/Atlitian industries and a chronological overlap between the Arkov-Divshon, Levantine Aurignacian, and possibly with the Early Ahmarian. Subsequently, we suggest another revision of the currently accepted chrono-cultural model: not two, but at least three cultural entities co-inhabited the Levant at ca. 40-30 ky cal BP. This study further suggests an evolvement of the Atlitian flint industries from the Arkov-Divshon and stresses the foreign cultural features of the Levantine Aurignacian. These results were used to construct an updated model of migration and possible interaction patterns.", - "output": "Archaeology", + "input": "Abstract: Today, 50% of medical students are women, and residency and fellowship training years overlap with peak times for starting families. The authors describe attitudes toward pregnancy during residency and fellowship and report pregnancy rates and complications for female residents and resident partners across several decades. A web-based survey was emailed to 1,057 residents in 2005 (period 1) and 1,860 residents in 2021 (period 2). Anonymous surveys were sent to all trainees including pregnant trainees, affected co-trainees and trainee partners. Resident attitudes and pregnancy characteristics were compared between groups using the chi-square (chi2) test for categorical variables and the Kruskal-Wallis test for ordinal variables. A total of 442 residents (41.8%) responded to the 2005 survey, and 525 (28.2%) responded to the 2021 survey. Most residents who covered for a pregnant resident had positive feelings about covering for their colleagues during both time periods, although more positive attitudes were present during the period 2. Only about 10% of residents received compensation for their coverage during both time periods. Among residents with a pregnancy during training (i.e., themselves or partners), most characterized having a baby in training as somewhat difficult or very difficult at both time periods. Pregnancy complication rates were 33% and 44% for training years 2005 and 2021. As medical education evolves, training programs should be proactive in creating structured support systems for pregnant residents and resident partners to minimize adverse maternal and fetal outcomes and to improve training programs. Future studies are needed to elucidate the causality of higher-than-expected pregnancy complication rates.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper applies philosophical tools from the causalists/statisticalists debate to the evo-devo idea of variational tendencies as propensities biasing phenotypic change. It contends that variational properties are present in a statistical sense in some population dynamics models, particularly quantitative genetics ones, providing ultimate variational explanations. It further argues that these properties, contrary to some recent views, cannot be subsumed under natural selection. Finally, it advocates for a causalist interpretation of these explanations, where variational statistical properties indirectly refer to evo-devo's variational propensities.", - "output": "Philosophy", + "input": "Abstract: ABSTRACT: Rehabilitation nurses possess knowledge and skills that are ideally suited to a variety of roles. This article informs rehabilitation nurses about opportunities to work in private case management for medical-legal cases. A brief overview of the process of litigation gives nurses the context in which case management interventions are needed. Case examples illustrate the services that nurses provide to attorneys and their clients that help obtain needed care and aid in progressing litigation to resolution.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Blair articulates a concept of argument that suggests, as he puts it, that argument is a normative concept (Blair, Informal Logic 24:137-151, 2004, p. 190). Put roughly, the idea is that a collection of propositions doesn't constitute an argument unless some taken together constitute a reason for the remaining proposition and thereby support it enough to provide at least prima facie justification for it (Blair, in: Blair, Johnson, Hansen, Tindale (eds) Informal Logic at 25, Proceedings of the 25th anniversary conference, Ontario Society for the Study of Argumentation, 2003, p.173). My primary task in this paper is to advance an understanding of the illative unit of argument and the reasons associated with it that provides an intuition pump for a normative concept of argument. My aim is to advance a positive consideration in favor of a normative concept of argument that motivates its further development. I take the normative concept of argument I defend here to be in the same ballpark as the one Blair characterizes.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Muscle mass loss is an age-related process that can be exacerbated by lifestyle, environmental and other factors, but can be mitigated by good sleep. The objective of this study was to investigate the correlation between varying time lags of sleep duration and the decline in muscle mass among individuals aged 60 years or older by using real-world health monitoring data obtained from wearable devices and smart home health monitoring devices.METHODS: This study included 86,037 observations from 2,869 participants in the Mobile Support System database. Missing data were supplemented by multiple imputation. The investigation utilized generalized estimating equations and restricted cubic spline curve to examine the relationship between sleep duration and low muscle mass. Various lag structures, including 0, 1, 2, 0-1, 0-2, and 1-2 months, were fitted, and the interaction effect of observation time with sleep duration was estimated for each lag structure. Additionally, subgroup analyses were conducted. The models were adjusted for various covariates, including gender, age, body mass index, footsteps, smoking status, drinking status, marital status, number of chronic diseases, number of medications, diabetes mellitus, hyperlipidemia, coronary artery disease, respiratory disease, and musculoskeletal disease and an interaction term between time and sleep duration.RESULTS: The results of the generalized estimating equation showed a significant correlation (p<0.001) between sleep duration of 8h or more and low muscle mass in older adults, using 6-7h of sleep as a reference. This effect was seen over time and prolonged sleep accumulated over multiple months had a greater effect on muscle mass loss than a single month. The effect of long sleep duration on muscle mass loss was significantly greater in females than in males and greater in the over-75 than in the under-75 age group. Restricted cubic spline plots showed a non-linear relationship between sleep duration and low muscle mass (p<0.001).CONCLUSIONS: This study found an association between sustained nighttime sleep of more than eight hours and decreased muscle mass in older adults, especially older women.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Evidence on the effects of plantar intrinsic foot muscle exercise in older adults remains limited. This study aimed to evaluate the effect of an integrated intrinsic foot muscle exercise program with a novel three-dimensional printing foot core training device on balance and body composition in community-dwelling adults aged 60 and above.METHODS: A total of 40 participants aged\u226560 years were enrolled in this quasi-experimental, single-group, pretest-posttest design; participants were categorized into two groups, those with balance impairment and those without balance impairment. The participants performed a 4-week integrated intrinsic foot muscle exercise program with a three-dimensional printing foot core training device. The short physical performance battery (SPPB) and timed up and go test were employed to evaluate mobility and balance. A foot pressure distribution analysis was conducted to assess static postural control. The appendicular skeletal muscle mass index and fat mass were measured by a segmental body composition monitor with bioelectrical impedance analysis. The Wilcoxon signed rank test was used to determine the difference before and after the exercise program.RESULTS: Among the 40 enrolled participants (median age, 78.0 years; female, 80.0%; balance-impaired group, 27.5%), the 95% confidence ellipse area of the center of pressure under the eyes-closed condition was significantly decreased (median pretest: 217.3, interquartile range: 238.4; median posttest: 131.7, interquartile range: 199.5; P=0.001) after the exercise. Female participants without balance impairment demonstrated a significant increase in appendicular skeletal muscle mass index and a decrease in fat mass. Participants in the balance-impaired group exhibited a significant increase in SPPB.CONCLUSIONS: Integrated intrinsic foot muscle exercise with a three-dimensional printing foot core training device may improve balance and body composition in adults aged 60 and above.TRIAL REGISTRATION: ClinicalTrials.gov ID: NCT05750888 (retrospectively registered 02/03/2023).", + "input": "Abstract: BACKGROUND: The purpose of this study is to compare the prevalence of self-reported cardiovascular conditions among individuals with moderate to severe traumatic brain injury (TBI) to a propensity-matched control cohort.METHODS AND RESULTS: A cross-sectional study described self-reported cardiovascular conditions (hypertension, congestive heart failure [CHF], myocardial infarction [MI], and stroke) from participants who completed interviews between January 2015 and March 2020 in 2 harmonized large cohort studies, the TBI Model Systems and the National Health and Nutrition Examination Survey. Mixed-effect logistic regression models were used to compare the prevalence of cardiovascular conditions after 1:1 propensity-score matching based on age, sex, race, ethnicity, body mass index, education level, and smoking status. The final sample was 4690 matched pairs. Individuals with TBI were more likely to report hypertension (odds ratio [OR], 1.18 [95% CI, 1.08-1.28]) and stroke (OR, 1.70 [95% CI, 1.56-1.98]) but less likely to report CHF (OR, 0.81 [95% CI, 0.67-0.99]) or MI (OR, 0.66 [95% CI, 0.55-0.79]). There was no difference in rate of CHF or MI for those \u226450years old; however, rates of CHF and MI were lower in the TBI group for individuals >50years old. Over 65% of individuals who died before the first follow-up interview at 1year post-TBI were >50years old, and those >50years old were more likely to die of heart disease than those \u226450years old (17.6% versus 8.6%).CONCLUSIONS: Individuals with moderate to severe TBI had an increased rate of self-reported hypertension and stroke but lower rate of MI and CHF than uninjured adults, which may be due to survival bias.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Research examining the contraceptive paradox has illuminated how contraception can be a source of empowerment for some and oppression for others. This study advances theorizing of the contraceptive paradox by illustrating how 45 young women experience contraception as both liberating and constraining due to a confluence of biomedicalization processes, gender inequality, and neoliberal feminism. Drawing on focus group data, we find that the biomedicalization of pregnancy prevention and neoliberal feminist discourse, in combination with experiences of social and economic privilege and gender inequality in fertility work, shape participants' interpretation of contraceptive technology as a key resource for individually liberating themselves from undesired pregnancy. At the same time, their experiences indicate prescription contraception plays an oppressive role in their lives. In addition to blaming themselves and their bodies for negative contraceptive side effects, participants take for granted that assuming sole responsibility for contraceptive use in their relationships with men is the price they must pay to feel free. The findings indicate that addressing a social problem using an individualized biomedical solution obscures the power that structural inequalities exert over pregnancy-capable people, including relatively privileged young women. As an expression of biopower, these dynamics prompted participants to emphasize distributive justice over social justice, foreclosing their engagement in collective action.", - "output": "Law", + "input": "Abstract: Even though lithics in the Maya region have traditionally been relegated to appendices and tool-type lists, much has been done to move beyond this descriptive approach in the last decade. In this article we highlight general themes of lithic studies in the Maya region since 2011, including economic production and exchange, the role of lithics in ritual practice, and the use of previously understudied raw materials and lithic forms, such as ground stone. Employing a temporal scope that encompasses the Maya and their preceramic predecessors, we explore gendered patterns of research within lithic studies from a feminist perspective and discuss the impacts that gender disparities have on academic thought.La litica en la region Maya han estado regalado a los apendices y listos de utensilios. Sin embargo, en la ultima decada, muchos estudios han trabajados a superar este enfoque. Unas sumaciones examen los avances en los estudios liticas en la region Maya desde 2011, incluyendo los temas de produccion e intercambio economicas, actividades rituales y el papel de litica en ritual, y el uso de formas y materiales menos estudiados (e.g., piedra molida). Usando un lapso temporal que incluye los Mayas y sus antecesores del periodo preceramica, examinamos los patrones de investigacion de genero dentro de los estudios lithicos y seguimos la investigacion feminista sobre los impactos que tienen las disparidades de genero en el pensamiento academico.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This Viewpoint describes the use of large language model chatbots in social, educational, and therapeutic settings and the need to assess when children are developmentally ready to engage with them.", - "output": "Communication", + "input": "Abstract: PURPOSE: To describe how the characteristics of the hospitals and communities they serve vary across the 4 hospital graduate medical education (GME) expense categories (according to Section 131 of the Consolidated Appropriations Act of 2021) and identify the rurally located never claimer hospitals that are most similar to teaching hospitals, signaling that they might be good candidates for new rural GME programs.METHOD: Hospital categories and characteristics were gathered from the March 2022 Medicare Cost Reports; 2022 County Health Rankings & Roadmaps data were used for community characteristics. Each acute hospital was classified into 1 of the following 4 mutually exclusive hospital categories: category A, category B, established teaching hospital (ETH), and never claimer. Multinomial logistic regressions were conducted to estimate the adjusted associations of hospital characteristics with hospital categories and to identify the never claimer hospitals in rural locations that have characteristics similar to teaching hospitals (category A, category B, and ETHs).RESULTS: Out of 3,590 hospitals, 2,075 (57.8%) were never claimer hospitals. After adjusting for multiple characteristics, rural hospitals had a similar probability of being in each hospital category to that of urban hospitals. Never claimer hospitals served an older population and were located in communities with more uninsured adults and children and less availability of primary care physicians, dentists, and mental health professionals.CONCLUSIONS: This study demonstrated that most hospitals in every category, but especially teaching hospitals (i.e., category A hospitals, category B hospitals, and ETHs), were concentrated in urban areas. Larger hospitals (measured by net patient revenue) were more likely to report GME expenses (i.e., be a category A hospital, a category B hospital, or an ETH). The study suggests that there are roughly 145 rural never claimer hospitals that might be strong candidates for initiating new residency programs.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: Alcohol use disorder (AUD) is prevalent among veterans, and excessive alcohol use is associated with significant mental and physical health consequences. Currently, the largest cohort of veterans seeking services at the VA are those from the 1990s Gulf War Era. This cohort of veterans is unique due to the nature of their deployment resulting in a myriad of unexplained symptoms collectively known as Gulf War Illness and higher rates of mental health problems. The present study sought to examine the association between probable AUD and mental health treatment utilization in a sample of 1126 (882 male) Gulf War-era veterans.METHODS: Veterans completed a self-report survey including the AUDIT-C, questions about mental health treatment engagement, and demographic questions.RESULTS: Results demonstrated that approximately 20% of the sample screened positive for probable AUD, determined by standard AUDIT-C cutoff scores. Among those screening positive for AUD, 25% reported engaging in mental health treatment in the past year. Veterans with probable AUD who use VA care had 3.8 times the odds of receiving mental health services than veterans not using VA care. Use of mental health services was associated with mental health comorbidity and identifying as Black/African American.CONCLUSIONS: The results of the present study highlight a significant unmet need for mental health treatment among Gulf War-era veterans with AUD.", - "output": "History", + "input": "Abstract: The forthcoming era of quantum computers can be a threat to the conventional cryptography and data security. Quantum Key Distribution (QKD) provides unconditional security under real-life conditions with several protocols over long distances in fibre and free space communication. Superconducting Nanowire Single Photon Detectors (SNSPDs) are becoming a dominant technology for QKD thanks to their unique characteristics, such as a near-unity efficiency in the infrared, low dark counts and picoseconds time resolution. Where the detector is typically a weakness of QKD, these SNSPDs characteristics make exploitation difficult. In this work, we characterized NbN SNSPDs at 2.2 K, using a CW laser source at 1550 nm, varying both bias currents and input photon rates to prove their high efficiency at low dark counts with a high counting rate, consistent with the requirements for QKD over long distances or with a high secure key rate.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Triethylammonium phosphate wastewater, resulting from the absorption of triethylamine (TEA) exhaust gas by phosphoric acid, poses challenges in environmental protection. In this study, a novel combined process of bipolar membrane electrodialysis (BMED) and resin adsorption (RA) was proposed. Under the optimal conditions of 50 mA/cm2 and 5 cm/s, more than 96 % of the triethylammonium phosphate in real wastewater was converted into TEA and phosphoric acid during the BMED processes. Its current efficiency of 47 % and an energy consumption rate of 4.26 kWh/kg TEA. Furthermore, the low-concentration wastewater from BMED could be effectively treated through D001 resin at pH 2. Desorption of TEA loaded on D001 resin could be achieved using a 6 wt% phosphoric acid produced from the BMED process, and the concentrated desorption solution could be reprocessed through BMED process. The effluent of RA process could undergo chemical precipitation, thereby contained 18 mg/L COD, 0.43 mg/L TP and less than 3 mg/L TEA, meeting the first-class A standard of the Chinese GB18918-2002 Discharge standard of pollutants for municipal wastewater treatment plant. This novel strategy offered an innovative and environmentally friendly method for recycling this type of wastewater within ecological industries.", - "output": "Economics", + "input": "Abstract: In this paper I defend the traditional anti-intellectualist claim that a form of knowing how to Phi (e.g., knowing how to play the guitar) exists that entails the ability to Phi (play the guitar), and that this knowledge cannot be reduced to propositions (such as 'S knows a way w to Phi', where w is a means of Phi ing). I also argue that S can know how to Phi in the absence of the ability to Phi, and for this knowledge to be likewise irreducible to propositions. This is made possible when one distinguishes between type and token actions. Moreover, I contend that type and token actions, and one's ability to engage in them, are differentiated at the level of motor representations. Motor representations provide an alternate means of grading knowledge how to that presented by Carlotta Pavese, insofar as this form of gradable knowledge is likewise irreducible to propositions.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Paralytic shellfish toxins (PSTs) produced by some marine dinoflagellates can cause severe human intoxication via vectors like bivalves. Toxic dinoflagellate Gymnodinium catenatum produce a novel group of hydroxybenzoate PSTs named GC toxins, but their biokinetics in bivalves haven't been well examined. In this experiment, we analyzed PSTs in bay scallops Argopecten irradians exposed to G. catenatum (strain MEL11) to determine their accumulation, elimination, anatomical distribution, and biotransformation. To our surprise, up to 30% of the PSTs were accumulated in the adductor muscle of scallops at the end of the experiment, and the toxicity of adductor muscle exceeded the regulatory limit of 800mug STXeq/kg in only 6 days. High concentration of toxins in the adductor muscle are likely linked to the rapid transfer of GC toxins from viscera to other tissues. Moreover, most GC toxins in scallops were found rapidly transformed to decarbamoyl toxins through enzyme-mediated hydrolysis, which was further supported by the in vitro incubation experiments. Our study demonstrates that GC toxins actively participate in toxin distribution and transformation in scallops, which may increase the risks of food poisoning associated with the consumption of scallop adductor muscle. ENVIRONMENTAL IMPLICATION: The negative impacts of harmful algal blooms (HABs) have become a global environmental concern under the joint effects of cultural eutrophication and climate change. Our study, targeted on the biokinetics of paralytic shellfish toxins in scallops exposed to Gymnodinium catenatum producing unique GC toxins, aims to elucidate potential risks of seafood poisoning associated with GC toxins. The findings of this study will help us to understand the roles of GC toxins in seafood poisoning, and to develop effective management strategies against toxic algal blooms and phycotoxins.", - "output": "Economics", + "input": "Abstract: This work presents the results of the characterisation of the mortars used to build the vaults of the choir and a transverse arch in the nave of Notre-Dame de Paris. The aim is to highlight the mixes used and technological choices made by the builders at the end of the 12th century. A multi-analytical approach made it possible to characterise the binders, aggregates, particle size distributions and the physical and chemical properties of about thirty samples. They lead to the definition of mortar mix equivalent to medieval ones. First investigations conducted on the fresh mortar show its ability to erect an arch or the panels of the vaults and validate the mortar mix proportions. These results will sufficiently support the ongoing project on the reconstitution of compatible mortars as well as on modelling the structural comportment of the edifice. (c) 2022 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Leadership models that uphold feminist qualities of mutuality, collaboration, and distribution of power can foster organizational and community success. Utilizing a systems perspective grounded in land-based analogies can assist with understanding the diversity and strength that come from entire ecosystems around wicked social issues. While Indigenous leadership models have supported such perspectives since time immemorial, current and ongoing acts of colonialism driven by patriarchal systems and violent gender-based policies and procedures have eroded matriarchal leadership models that sustained what is now known as Canada for generations. Reflections of two evolving Indigenous women in leadership note the opportunities to reawaken matriarchal values in organizational and community leadership as a powerful act of reconciliation.", + "input": "Abstract: Despite widespread support for integrated service delivery (ISD), the challenges of making ISD a sustainable feature of the public sector remain unresolved. This article offers new insights to this persistent challenge by developing a novel theoretical framework, inspired by the perspective of institutional complexity, and applying it to the case of Danish job centers. We demonstrate how the contradictory and layered nature of governance arrangements simultaneously pose demands of service integration and -separation on the job centers. Consequently, the job center managers can neither prioritize one of the demands nor blend them into hybrid practices. Instead, their attempts to further ISD remain inherently temporary-as they are continuously forced to reverse back to old organizational boundaries, to oscillate between work processes supporting service integration and service separation, and to rebuild collaborative relations. The managers are thus caught in a frenetic standstill, which hinders the sustainable organizing of ISD.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ABSTRACT: Donnelly, S, Collins, K, Burns, C, O'Neill, C, and Mangan, S. A comparison of elite and sub-elite match-play running performance of Gaelic football players. J Strength Cond Res 38(5): 912-923, 2024-This research aimed to examine differences in match-play running performance between elite and sub-elite Gaelic football players. Global Positioning System devices were used to record the match-play running performance of sub-elite and elite players during the 2018 and 2019 seasons, respectively. In total, 783 samples were collected from 31 sub-elite and 30 elite players, from 1 elite and 1 sub-elite team. Comparisons were made on a team and positional level. Statistical significance was accepted at p \u2264 0.05. Significant positional differences were present between all positions with varying effect sizes (ESs) and p-values. Effect size was used to determine the magnitude of statistical difference. On a team level, the elite covered significantly more relative distance (p = 0.021, ES = 0.007) and elicited significantly higher average speed (p = 0.023, ES = 0.007) in quarters 2, 3, and 4 than the sub-elite. The elite covered significantly more relative distance high-intensity running (17-21.9 km\u00b7h-1; p = 0.002, ES = 0.012) in quarter 3 and performed significantly more power events per minute (p = 0.006, ES = 0.009) in quarter 4. In quarter 1, the sub-elite performed significantly more power events per minute (p = 0.006, ES = 0.009), relative high-speed running (\u226517 km\u00b7h-1; p = 0.011, ES = 0.009), and relative distance high-intensity running (17-21.9 km\u00b7h-1; p = 0.002, ES = 0.012). Power events were defined as the estimation of the number of events that depend on anaerobic processes. The present study indicates that elite players possess superior conditioning, ability to read match-play, pacing, and anaerobic capacity. Sub-elite teams may use the present study to inform their training to potentially improve conditioning, pacing, and anaerobic capacity.", - "output": "Geography", + "input": "Abstract: Wooden shipwrecks submerged in underwater environments are susceptible to physical and biological corrosion. This study investigates the microscopic morphology and structural composition of barnacles and the wooden surface of the Yangtze Estuary II shipwreck. Analytical techniques, including optical microscopy (OM), scanning electron microscope equipped with an energy dispersive spectrometer (SEMEDS), X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), Fourier infrared transform spectroscopy (FTIR) and photoluminescence spectroscopy (PL), were employed to analyze the corrosion processes. The findings have unveiled a distinct pattern of black corrosion, prominently concentrated within the interface region where barnacles attach to the wooden shipwreck. This corrosion primarily consists of FeS, FeS2 and Fe3 S4 and exhibits a notable tendency to expand along the wooden surface to interior region. Additionally, a striking ultraviolet fluorescence phenomenon emanates from the barnacle cement within the adhesion region of barnacles and the wooden surface. This observation has led to the hypothesis that the origin of this black corrosion is intricately linked to the barnacle cement, its role in biological corrosion, and subsequent biomineralization processes. To conclude, this study provides an intricate account of the microbial corrosion process influenced by barnacle cement in the context of the wooden shipwreck. The research findings offer valuable insights that can serve as a point of reference in identifying the sources of disease and implementing protective measures for waterlogged wooden cultural relics. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper theorizes and defends a process I term hermeneutical bastardization. This concept tracks the way in which some hermeneutical injustices arise not from a gap in a shared pool of hermeneutical resources, but from the decontextualization of an advantageous hermeneutical resource into another (typically dominant) hermeneutical domain. This decontextualization bastardizes hermeneutical resources by severing the concept from its original meaning and significance. I focus on the term trans woman and examine the way in which dominant epistemic agents rewrite and redefine the concept according to prominent and prevalent pernicious representations. Specifically, once decontextualized, the term trans woman denotes an individual who is thoroughly erotic and sexual in nature. Hermeneutical bastardization can illuminate how hermeneutically marginalized groups are reconstructed by other dominant epistemic agents according to these pernicious representations and can be silenced whilst their concepts, or rather their terms, are being utilized in sets of dominant hermeneutical resources in ways that severely diverge from their original intra-communal conceptualization. This type of hermeneutical injustice does not arise from a lacuna in our set of resources, but instead depends on the uptake of a concept's term and its subsequent decontextualization.", - "output": "Philosophy", + "input": "Abstract: This study analyzes the relation between utterances and human activities with a view to determining how and under what conditions discourse-initial verbless utterances can be considered pragmatically, semantically, and grammatically complete. The study is empirically based on a set of observations of discourse-intital action-guiding verbless speech acts, which for a large part have been observed in a cognitive ethnographic field study of the activity of gliding. Using the concept of illocutionary acts and ecological value theory as an overarching framework, the analysis shows how discourse-initial action-guiding subsententials are enabled and constrained by the activity, i.e. the lawful constraints, the available affordances, the information that specify affordances, and the values that guide the activity. The analysis shows that a discourse-initial action-guiding subsentential is a response to a present or emerging discrepancy between the state of variation a current action causes and the state of variation that the values that guide the activity requires. The conventional effect and the contextual conditions for the effect of discourse-initial actionguiding subsententials is specified and provide the criteria for what constitutes a meaningful unit and thus also the criteria for semantic completeness. The semantic structure of discourse-initial action-guiding subsententials is identified as a specification. On the basis of this semantic analysis, the grammatical patterns that realize this semantic unit is identified. It is a single-word focus construction. Based on this grammatical analysis, another more complex grammatical construction that realizes two communicative tasks is identified: a specification of an affordance and an indication of the condition for rightness of the action possibility. It is argued that this combination of communicative tasks is conducive to the performance of activities, and hence, may exert a functional pressure on the conventionalization of grammatical construction. In this way, it is shown how subsentential constructions can emerge from non-conversational, practical activities. (c) 2024 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Community food environments (CFEs) have a strong impact on child health and nutrition and this impact is currently negative in many areas. In the Republic of Argentina, there is a lack of research evaluating CFEs regionally and comprehensively by tools based on geographic information systems (GIS). This study aimed to characterize the spatial patterns of CFEs, through variables associated with its three dimensions (political, individual and environmental), and their association with the spatial distribution in urban localities in Argentina. CFEs were assessed in 657 localities with \u22655,000 inhabitants. Data on births and CFEs were obtained from nationally available open-source data and through remote sensing. The spatial distribution and presence of clusters were assessed using hotspot analysis, purely spatial analysis (SaTScan), Moran's Index, semivariograms and spatially restrained multivariate clustering. Clusters of low risk for LBW, macrosomia, and preterm births were observed in the central-east part of the country, while high-risk clusters identified in the North, Centre and South. In the central-eastern region, low-risk clusters were found coinciding with hotspots of public policy coverage, high night-time light, social security coverage and complete secondary education of the household head in areas with low risk for negative outcomes of the birth variables studied, with the opposite with regard to households with unsatisfied basic needs and predominant land use classes in peri-urban areas of crops and herbaceous cover. These results show that the exploration of spatial patterns of CFEs is a necessary preliminary step before developing explanatory models and generating novel findings valuable for decision-making.", - "output": "Demography", + "input": "Abstract: ABSTRACT: There is currently no evidence of undergraduate nursing students' self-efficacy and performance in self-management support for chronic diseases in rural primary care. Using the Self-Efficacy and Performance in Self-Management Support instrument, this quasi-experimental study assessed students' self-efficacy and performance in self-management support before and after implementation of a primary care enhanced curriculum. Nursing students ( n = 140) reported a significant increase in total mean scores (pretest, M = 268.01; posttest, M = 289.51), p = .0001. Providing a primary care enhanced curriculum increased nursing students' self-efficacy and performance in self-management support.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Flowslides are rapid gravity-driven flows of sediment-water mixture that typically occur following slope failures in soils, tailings, and municipal solid wastes, but the progressive state transition during the evolution of flowslides is still unclear. In this study, a practical method which couples elastic-plastic constitutive equations and Bingham fluid equations by a progressive transition criterion is developed within the framework of smoothed particle hydrodynamics (SPH). The elastic-plastic constitutive equations describe the mechanical behavior at a solid-like state and that at a fluid-like state is described by Bingham fluid equations. The progressive state transition can be described by a transition factor, which is governed by the degree of saturation and shear strain rate according to the experimental data. Transient seepage flow is also introduced into the SPH framework to describe the effect of water content on the evolution of flowslides. An infiltration boundary method based on ghost particles and smooth function symmetry is proposed to precisely model the rainfall infiltration process. The experimental data of ring shear tests and flume test are adopted to successfully verify the performance of the method, which can reasonably simulate the complicated solid-fluid transition processes. The method is further applied to simulate a full scale catastrophic flowslide at Payatas Landfill. As the overlying pressure on the slip surface increases, the material reaches the yield state. During the postfailure stage, the material at the slip surface first changes into an elastic-plastic state, and then partially transforms into a fluid-like state, leading to the large deformation of the failure material. The proposed method can contribute to a better understanding of the evolution of flowslides and is an applicable tool for hazard assessment.", - "output": "Geography", + "input": "Abstract: BACKGROUND: System contributors to resident burnout and well-being have been under-studied. We sought to determine factors associated with resident burnout and identify at risk groups.METHODS: We performed a US national survey between July 15 2022 and April 21, 2023 of residents in 36 specialties in 14 institutions, using the validated Mini ReZ survey with three 5 item subscales: 1) supportive workplace, 2) work pace/electronic medical record (EMR) stress, and 3) residency-specific factors (sleep, peer support, recognition by program, interruptions and staff relationships). Multilevel regressions and thematic analysis of 497 comments determined factors related to burnout.RESULTS: Of 1118 respondents (approximate median response rate 32%), 48% were female, 57% White, 21% Asian, 6% LatinX and 4% Black, with 25% PGY 1s, 25% PGY 2s, and 22% PGY 3s. Programs included internal medicine (15.1%) and family medicine (11.3%) among 36 specialties. Burnout (found in 42%) was higher in females (51% vs 30% in males, p=0.001) and PGY 2's (48% vs 35% in PGY-1s, p=0.029). Challenges included chaotic environments (41%) and sleep impairment (32%); favorable aspects included teamwork (94%), peer support (93%), staff support (87%) and program recognition (68%). Worklife subscales were consistently lower in females while PGY-2's reported the least supportive work environments. Worklife challenges relating to burnout included sleep impairment (adjusted Odds Ratio (aOR) 2.82 (95% CIs 1.94, 4.19), absolute risk difference (ARD) in burnout 15.9%), poor work control (aOR 2.25 (1.42, 3.58), ARD 12.2%) and chaos (aOR 1.73 (1.22, 2.47), ARD 7.9%); program recognition was related to lower burnout (aOR 0.520 (0.356, 0.760), ARD 9.3%). These variables explained 55% of burnout variance. Qualitative data confirmed sleep impairment, lack of schedule control, excess EMR and patient volume as stressors.CONCLUSIONS: These data provide a nomenclature and systematic method for addressing well-being during residency. Work conditions for females and PGY 2's may merit attention first.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Among the numerous studies on physical activity and sleep disorders, few have focused on physical activity and sleep disorders in middle-aged people who are particularly stressed. A restricted cubic web (RCS) technique was applied to determine whether physical activity and the self-rated prevalence of sleep disorders exhibit a dose-response relationship in middle-aged adults.METHODS: This study analyzed 8880 middle-aged adults aged 40-65 years who participated in the National Health and Nutrition Examination Survey (NHANES) 2007-2018. Logistic regression was performed to estimate the odds ratio (OR) and 95% confidence interval (CI) between physical activity and sleep disorders in middle-aged adults. Thereafter, the dose-response connection was examined using RCS.RESULTS: After adjusting for potential confounders, subjects with MET values in the first quartile (Q1) had odds ratios (OR) for sleep disturbance of 0.851 (95% CI=0.745-0.973), 0.800 (95% CI=0.698-0.917), and 0.780 (95% CI=0.680-0.895) compared to subjects with MET values in the second, third, and fourth quartiles respectively. RCS regression showed a non-linear association between physical activity and sleep disorders in middle-aged adults (non-linearity P=0.0382). Furthermore, the prevalence of sleep disorders in middle-aged adults decreased with increasing physical activity, reaching a minimum when weekly physical activity was around 166.27MET*h (OR=0.885, 95% CI=0.799-0.981).CONCLUSION: Our research demonstrates that physical activity was negatively associated with sleep disorders.", - "output": "Demography", + "input": "Abstract: In his book World-Centred Education, Biesta discusses two themes fundamental for the emergence of subjectivity as a desirable existential humane state of being and for an education that aims to achieve it. The first theme is about freedom and the importance of distancing education and teaching from any act of objectifying students. The second theme concerns the world, its limitations on freedom, and its central role in educational events, which aim to help students fulfill their subjectivity. However, when he analyzes three historical cases to conceptualize and demonstrate his ideas regarding subjectivity and education as subjectification, Biesta seems to focus more on the role of the first theme than the second. This imbalance does not give the world the proper place Biesta's theory itself inspires to provide, as first and foremost expressed in the book's title. This article proposes an alternative reading of the book's theory regarding subjectivity, freedom, the world, and their interrelationships. The suggested reading gives the world a more central role in the emergence of events of subjectivity without harming freedom and thus changes how we can analyze the three cases and how to understand and generate education and teaching aiming at subjectification.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article presents a causal inference analysis of vaccine hesitancy for Coronavirus disease 2019 (COVID-19) vaccines based on socio-demographic data obtained via questionnaires applied to a sample of the Brazilian population. This data includes the respondents' political preferences, age group, education, salary range, country region, sex, believing fake news, vaccine confidence, and intention to get the COVID-19 vaccine. The research created a causal graph using these variables, seeking to answer questions about the probability of people getting vaccinated. The results of this research corroborate findings observed in the literature, also presenting unique findings: (i) The perception that the vaccine is safe is positively affected by age group and negatively by religion; (ii) The older the person, the greater the probability of considering the vaccine safe and, consequently, of getting vaccinated; (iii) The religion variable showed great importance in the model since it has a simultaneous causal effect on political preferences and the perception of vaccine safety; (iv) The data reveal that the probability of a person accepting the vaccination against COVID-19 is reduced given the fact that they believe fake news related to the vaccine. The methodology applied in this research can be replicated for populations from other countries so that it is possible to generate customized models. General causal models can be helpful for agencies dealing with vaccine hesitancy to decide which variables should be addressed to reduce this phenomenon.", - "output": "Law", + "input": "Abstract: Experts have always played an important role in heritage planning, practice, and theory. There is a wealth of literature published every year regarding heritage and its cultural significance. Experts also contribute to heritage planning and developing policy documents. Still, literature is rarely used as a source of primary research to systematically reveal and compare experts' opinions on the cultural significance of built heritage. Analyzing them as a whole is costly and time-consuming, especially on built heritage, when much has been written about. While the automation of methods has proven to mitigate such restrictions in other fields, as digital humanities, their application in heritage planning, practice, and theory is still scarce. Hence, this paper aims to investigate the potentials of AI models (e.g., multi label text classification) in analyzing scientific documents, revealing the cultural significance of built heritage, values and attributes. This was done to better understand the similarities and differences between the experts' opinions. Yazd, Iran, is taken a case study, with a particular focus on windcatchers, a key attribute conveying cultural significance, of outstanding universal value, due to its inscription on the UNESCO World Heritage List. This paper has three subsequent phases: 1) state of the art on the application of AI in heritage planning; 2) methodology of data collection and data analysis related to coding values and attributes of windcatchers, addressed in relevant documents; 3) preliminary findings on the experts' opinions over values and attributes of windcatchers. Results contribute to the scientific discussion, revealing the cultural significance of windcatchers of Yazd from experts' point of view. Besides, the potential of AI for heritage planning is revealed in terms of (de)coding and measuring the cultural significance of built heritage from the available documents, showing the opinions of experts with various backgrounds. This model can be applied to other key attributes in Yazd and other case studies and scales to support heritage planning, practice, and theory. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In Latin America, rabies virus has persisted in a cycle between Desmodus rotundus vampire bats and cattle, potentially enhanced by deforestation. We modeled bovine rabies virus outbreaks in Costa Rica relative to land-use indicators and found spatial-temporal relationships among rabies virus outbreaks with deforestation as a predictor.", - "output": "History", + "input": "Abstract: This work provides an overview of the pigments used by Portuguese azulejo painters through the study of 34 glazed tiles belonging to the National Azulejo Museum in Lisbon, Portugal. The tiles are dated from the late 16th century to the early 19th century, with most samples attributed to the 17th and 18th centuries. Building on a previous study where the chemical composition of the 17th -century colour palette was characterised [1] , we used a non-invasive methodology to further identify compositional differences among groups of colours spanning a wider timeframe. Blue, white, yellow, orange, purple, green and brown decorations were analysed by EDXRF to obtain qualitative and (in some samples) quantitative information on their chemical composition. mu-Raman spectroscopy was used to identify the main colouring agents. Finally, colorimetric measurements of the different hues of each colour were performed to address the relation between colour and chemical composition. Our results show that greens could be obtained through a copper -based pigment or by mixing lead-antimonate with cobalt -blue pigment. Although cobalt is the colouring agent of all blue decorations, compositional differences suggest the use of different types of raw materials or the addition of specific reagents to modify the hue. On the other hand, yellow hues ranging from lemon yellow to orange were manufactured by adding zinc, tin, or iron oxide to a lead antimonate base. Finally, a manganese ore was used to make the purple pigment. Overall, we noted that while the basic pigments remained the same, the colour palette was progressively widened during the 18th century. This was done by using more pure pigments (i.e., with less iron), by changing the ratio in pigment mixtures (i.e., blue and yellow), or by overlapping colour layers for artistic effects. Finally, the results of the chemical and colorimetric analyses are always influenced by the concentration of the pigment in the glaze, its thickness and the overlapping of pigments used by azulejo painters to expand the shades available for the final artistic composition. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY -NC -ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this Voices article we introduce seven impressive young group leaders who spoke at the recent Ringberg Workshop on Structural Biology organized by Ilme Schlichting from the Max Planck Institute for Medical Research, Heidelberg. We asked them to tell us more about their careers and their exciting research.", - "output": "History", + "input": "Abstract: BACKGROUND: Contemporary estimates of diabetes mellitus (DM) rates in pregnancy are lacking in Canada. Accordingly, this study examined trends in the rates of type 1 (T1DM), type 2 (T2DM) and gestational (GDM) DM in Canada over a 15-year period, and selected adverse pregnancy outcomes.METHODS: This study used repeated cross-sectional data from the Canadian Institute of Health Information (CIHI) hospitalization discharge abstract database (DAD). Maternal delivery records were linked to their respective birth records from 2006 to 2019. The prevalence of T1DM, T2DM and GDM were calculated, including relative changes over time, assessed by a Cochrane-Armitage test. Also assessed were differences between provinces and territories in the prevalence of DM.RESULTS: Over the 15-year study period, comprising 4,320,778 hospital deliveries in Canada, there was a statistically significant increase in the prevalence of GDM and T1DM and T2DM. Compared to pregnancies without DM, all pregnancies with any form of DM had higher rates of hypertension and Caesarian delivery, and also adverse infant outcomes, including major congenital anomalies, preterm birth and large-for-gestational age birthweight.CONCLUSION: Among 4.3million pregnancies in Canada, there has been a rise in the prevalence of DM. T2DM and GDM are expected to increase further as more overweight women conceive in Canada.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Recent work finds that nonviolent resistance by ethnic minorities is perceived as more violent and requiring more policing than identical resistance by ethnic majorities, reducing its impact and effectiveness. We ask whether allies-advantaged group participants in disadvantaged group movements-can mitigate these barriers. On the one hand, allies can counter negative stereotypes and defuse threat perceptions among advantaged group members, while raising expectations of success and lowering expected risks among disadvantaged group members. On the other hand, allies can entail significant costs, carrying risks of cooptation, replication of power hierarchies, and marginalization of core constituencies. To shed light on this question we draw on the case of the Black Lives Matter (BLM) movement, which, in 2020, attracted unprecedented White participation. Employing a national survey experiment, we find that sizeable White presence at racial justice protests increases protest approval, reduces perceptions of violence, and raises the likelihood of participation among White audiences, while not causing significant backlash among Black audiences. Black respondents mostly see White presence as useful for advancing the movement's goals, and predominant White presence reduces expectations that protests will be forcefully repressed. We complement these results with analysis of tens of thousands of images shared on social media during the 2020 BLM protests, finding a significant association between the presence of Whites in the images and user engagement and amplification. The findings suggest that allyship can be a powerful tool for promoting sociopolitical change amid deep structural inequality.", - "output": "Law", + "input": "Abstract: BACKGROUND: Research has indicated that the attitudes of principals toward students with disabilities may affect the success of the implementation of inclusive programs in schools. This study was designed to address a gap in the research regarding Saudi principals' attitudes toward inclusion. Relationships between attitudes and a number of variables were analyzed (i.e., gender, years of experience, level of school, type of student disability, personal relationships with individuals with disabilities).METHODS AND PROCEDURE: The study sample was drawn from the 600 public general education elementary, middle, and high schools with special education programs in Riyadh (n=366 schools) and Jeddah (n=234 schools) in Saudi Arabia. Each of the principals of these schools for AY2022/2023 was sent an email invitation to participate. A total of 403 respondents (67.17% response rate) successfully completed Bailey's (2004) Principals' Attitudes Toward Inclusive Education (PATIE) scale via electronic survey link.RESULTS AND OUTCOMES: Overall, the research found that Saudi principals of public general education schools have positive attitudes toward inclusion. The factors of training in special education, personal experience with individuals with disabilities, and years of experience as principal were found to be significant in regard to more positive attitudes. Conversely, the variables of gender, level of school, and type of student disability were not found to correlate with more or less positive attitudes.CONCLUSIONS AND IMPLICATIONS: While the findings of the study bode well for the implementation of inclusion in Saudi public schools, certain limitations exist, including that the study sample was entirely drawn from the two largest cities in the country. In addition, the Saudi Ministry of Education has created an incentive plan that provides financial bonuses to principals at public schools who implement inclusive and special education programming in their schools. This indicates that the target population of this study might be more inclined to be positive toward inclusion than their colleagues at private schools. The findings have implications for expanding special education training in university teacher education programs and the creation of public awareness programs designed to improve understanding of disabilities and how inclusion positively impacts society as a whole.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Bryan Mercurio's brief accurately describes the inflection point of the global trading system as world governments retreat from free and fair trade. Chief among them is the United States, whose recent reversal is sending shockwaves throughout the rules-based economic world order. The United States' conflation of trade policy vis-a-vis China and national security, as well as the use of trade policy to garner political support from voters disenfranchised by the global trading system, have given way to industrial subsidies and protectionist tendencies. This article aims to build upon Mercurio's points and identify the underlying causes and long-term consequences of the current US direction. In addition, this piece differs from Dr Mercurio's assertions on three critical aspects of today's trade landscape. Firstly, industrial policy and economic security measures were first undertaken by China, and the United States and allied nations only followed suit. Secondly, the current US economic policy regarding China is severely constrained by today's political landscape, and the Biden administration's approach is moderate given these confines. Lastly, despite challenges, low-income countries can gain from the diversification movement as production shifts away from China.", - "output": "Law", + "input": "Abstract: This paper addresses the problem of mapping high-dimensional data to a low-dimensional space, in the presence of other known features. This problem is ubiquitous in science and engineering as there are often controllable/measurable features in most applications. To solve this problem, this paper proposes a broad class of methods, which is referred to as conditional multidimensional scaling (MDS). An algorithm for optimizing the objective function of conditional MDS is also developed. The convergence of this algorithm is proven under mild assumptions. Conditional MDS is illustrated with kinship terms, facial expressions, textile fabrics, car-brand perception, and cylinder machining examples. These examples demonstrate the advantages of conditional MDS over conventional dimension reduction in improving the estimation quality of the reduced-dimension space and simplifying visualization and knowledge discovery tasks. Computer codes for this work are available in the open-source cml R package.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite an increase in global research on the subject of Pemphigus, which seriously affects patient health and quality of life, there is no bibliometric research on this subject in literature to date. The aim of this study was to conduct a holistic analysis of scientific articles published on Pemphigus, using bibliometric methods. Articles published on the subject of Pemphigus between 1980 and 2021 were downloaded from the web of science (WoS) database and analyzed using various statistical methods. To determine trend subjects, collaboration between countries, and the most effective studies with citation analyses, visual network maps were obtained with bibliometric analyses. A total of 3034 articles were analyzed. The 3 countries making the greatest contribution to literature were the USA (n:831, 27.3%), Japan (n:402, 13.2%), and Germany (n:221, 7.2%). The 3 most active institutions were Keio University (n:163, 5.3%), Kurume University (n:130, 4.2%) and Tel Aviv University (n:107, 3.5%). The 3 journals publishing the most articles were the British Journal of Dermatology (n: 88), Journal of the American Academy of Dermatology (n:171) and the Journal of Investigative Dermatology (n:143). The 3 leading journals according to the mean number of citations (NC) per article (citation count: CC) were the New England Journal of Medicine (CC:246), the Lancet (CC:143) and the Journal of Cell Biology (CC:133). The author with the most articles published was Hashimoto Takashi (n.168, 5.5%). As a result of cluster analysis, it was seen that 9 different main clusters had been studied on Pemphigus subjects to date (1: desmoglein, 2: paraneoplastic Pemphigus (PNP) - Pemphigus types-desmosome, 3: desmoglein 1 ve 3-autoimmunity, 4: treatment-rituximab, 5: acantholysis-apoptosis, 6: quality of life-remission-relapse, 7: autoantibodies, 8: epidemiology-mortality, 9: corticosteroids). The most commonly studied subjects were determined to be pemphigus vulgaris (PV), pemphigus foliaceus (PF), autoimmunity, rituximab, PNP, desmoglein (desmoglein3-desmoglein1), autoantibodies, acantholysis, autoantibody, treatment, autoimmune disease, desmosome, ELISA, and immunofluorescence. The primary trending topic was rituximab drug, which is used in the treatment of Pemphigus. The other most studied trend topics were azathioprine drug used in treatment, intravenous immunoglobulin treatment, quality of life, mortality rates, Pemphigus herpetiformis, and wound healing.", - "output": "Communication", + "input": "Abstract: The diversity of human mortuary practices and treatments in prehistory is widely recognised, but our understanding of the purpose and manner of corpse manipulation in many regions is limited. This article reports on unusual aspects of funerary archaeology at the Neolithic site of Dingsishan, southern China. Anatomical consideration of cutmarks on human bones and the positioning of bodies and body parts within burials suggests that mortuary treatments at this site included strategic and systematic disarticulation, evisceration and excarnation. Rather than signalling social differences, these practices may have resulted from the very practical need to save space.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: This research aimed to identify the fundamental and geographic characteristics of the primary healthcare personnel mobility in Nanning from 2000 to 2021 and clarify the determinants that affect their transition to non-primary healthcare institutions.METHODS: Through utilizing the Primary Healthcare Personnel Database (PHPD) for 2000-2021, the study conducts descriptive statistical analysis on demographic, economic, and professional aspects of healthcare personnel mobility across healthcare reform phases. Geographic Information Systems (QGIS) were used to map mobility patterns, and R software was employed to calculate spatial autocorrelation (Moran's I). Logistic regression identified factors that influenced the transition to non-primary institutions.RESULTS: Primary healthcare personnel mobility is divided into four phases: initial (2000-2008), turning point (2009-2011), rapid development (2012-2020), and decline (2021). The rapid development stage saw increased mobility with no spatial clustering in inflow and outflow. From 2016 to 2020, primary healthcare worker mobility reached its peak, in which the most significant movement occurred between township health centers and other institutions. Aside from their transition to primary medical institutions, the primary movement of grassroots health personnel predominantly directs towards secondary general hospitals, tertiary general hospitals, and secondary specialized hospitals. Since 2012, the number and mobility distance of primary healthcare workers have become noticeably larger and remained at a higher level from 2016 to 2020. The main migration of primary healthcare personnel occurred in their districts (counties). Key transition factors include gender, education, ethnicity, professional category, general practice registration, and administrative division.CONCLUSIONS: This study provides evidence of the features of primary healthcare personnel mobility in the less developed western regions of China, in which Nanning was taken as a case study. It uncovers the factors that impact the flow of primary healthcare personnel to non-primary healthcare institutions. These findings are helpful to policy refinement and support the retention of primary healthcare workers.", - "output": "Geography", + "input": "Abstract: This Arts and Medicine feature reviews the history of pellagra and recovers the role of artist and illustrator John Carroll who, in 1919, painted portraits of people with the vitamin deficiency to document in color the appearance of pellagra skin plaques.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Overweight and obesity represent critical modifiable determinants in the prevention of cardiometabolic disease (CMD). However, the long-term impact of prior overweight/obesity on the risk of CMD in later life remains unclear. We aimed to investigate the association between longitudinal transition of body mass index (BMI) status and incident CMD.METHODS AND RESULTS: This prospective cohort study included 57493 CMD-free Chinese adults from the Kailuan Study. BMI change patterns were categorized according to the BMI measurements obtained during the 2006 and 2012 surveys. The primary end point was a composite of myocardial infarction, stroke, and type 2 diabetes. Cox regression models were used to evaluate the associations of transitions in BMI with overall CMD events and subtypes, with covariates selected on the basis of the directed acyclic graph. During a median follow-up of 7.62years, 8412 participants developed CMD. After considering potential confounders, weight gain pattern (hazard ratio [HR], 1.34 [95% CI, 1.23-1.46]), stable overweight/obesity (HR, 2.12 [95% CI, 2.00-2.24]), and past overweight/obesity (HR, 1.73 [95% CI, 1.59-1.89]) were associated with the incidence of CMD. Similar results were observed in cardiometabolic multimorbidity, cardiovascular disease, and type 2 diabetes. Additionally, triglyceride and systolic blood pressure explained 8.05% (95% CI, 5.87-10.22) and 12.10% (95% CI, 9.19-15.02) of the association between past overweight/obesity and incident CMD, respectively.CONCLUSIONS: A history of overweight/obesity was associated with an increased risk of CMD, even in the absence of current BMI abnormalities. These findings emphasize the necessity for future public health guidelines to include preventive interventions for CMD in individuals with past overweight/obesity.", - "output": "Demography", + "input": "Abstract: Strontium (Sr) isotopes measured in fossil remains have been a useful tool to assess the geographical origin and even migrations of humans and other animals. In particular, dental enamel generally represents the ideal material, as it is dense and less prone to diagenetic replacement of Sr post-burial. However, fossil teeth can often be precious artefacts and difficult to access for destructive analysis. Here, we assess whether measuring Sr isotopes in fossil dental calculus could be used at least as a rangefinder to determine the geographical origin of an individual. We measured trace element concentrations in modern calculus (from a local dental practice), and trace element concentrations and 87Sr/86Sr ratios in human fossil calculus, dentine, and enamel from specimens collected in York, UK. Comparing trace element concentrations between modern and fossil calculus show that metals present in fossil calculus are mostly acquired post-burial, including Sr. The relationship between 87Sr/86Sr and Rb/Sr ratios in fossil calculus, dentine, and enamel suggests that the diagenetic end member would have a 87Sr/86Sr ratio consistent with the one modelled for the York region, but a low Rb/Sr. Without calculus data, dentine and enamel data would have probably suggested a lower 87Sr/86Sr ratio for a diagenetic end member, expecting high Rb/Sr values. Thus, while Sr isotopes in fossil calculus may not be useful to identify the geographical origin of an individual, they may be useful in constraining the composition of the diagenetic end member. Combining Sr isotopes in fossil dental calculus and enamel could be a more robust approach to identify geographical origin than using enamel alone.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Delivering difficult news to families is an essential but challenging skill. Pediatric trainees report limited confidence in this skill and perform poorly in simulation. We implemented the American Academy of Pediatrics (AAP) Resilience Curriculum and evaluated performance and self-efficacy in delivering difficult news.METHODS: The AAP Resilience Curriculum, using the SPIKES (Set-up, Perception, Invitation, Knowledge, Empathy, and Summary) framework, was taught to pediatric fellows. Fellows' performance during simulations with standardized patients before and after curriculum implementation was scored with a SPIKES checklist. Pre- and post-test surveys assessed self-efficacy in delivering difficult news.RESULTS: Fellows (n=19) significantly improved their performance in delivering difficult news, increasing the median SPIKES checklist scores from 78% to 90% completion (P<0.001). Pediatric fellows (n=35) reported improved confidence from 3.4/5 to 3.9 (P=0.01).CONCLUSIONS: Pediatric fellows demonstrated significant improvement in their ability to deliver difficult news during a simulated patient encounter and reported increased self-efficacy in delivering difficult news.", + "input": "Abstract: Recently, brain-inspired spiking neural networks (SNNs) have demonstrated promising capabilities in solving pattern recognition tasks. However, these SNNs are grounded on homogeneous neurons that utilize a uniform neural coding for information representation. Given that each neural coding scheme possesses its own merits and drawbacks, these SNNs encounter challenges in achieving optimal performance such as accuracy, response time, efficiency, and robustness, all of which are crucial for practical applications. In this study, we argue that SNN architectures should be holistically designed to incorporate heterogeneous coding schemes. As an initial exploration in this direction, we propose a hybrid neural coding and learning framework, which encompasses a neural coding zoo with diverse neural coding schemes discovered in neuroscience. Additionally, it incorporates a flexible neural coding assignment strategy to accommodate task-specific requirements, along with novel layer-wise learning methods to effectively implement hybrid coding SNNs. We demonstrate the superiority of the proposed framework on image classification and sound localization tasks. Specifically, the proposed hybrid coding SNNs achieve comparable accuracy to state-of-the-art SNNs, while exhibiting significantly reduced inference latency and energy consumption, as well as high noise robustness. This study yields valuable insights into hybrid neural coding designs, paving the way for developing high-performance neuromorphic systems.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Pyrene is a high molecular weight polycyclic aromatic hydrocarbon (HMW-PAHs). It is a ubiquitous, persistent, and carcinogenic environmental contaminant that has raised concern worldwide. This research explored synergistic bacterial communities for efficient pyrene degradation in seven typical Southern China mangroves. The bacterial communities of seven typical mangroves were enriched by pyrene, and enriched bacterial communities showed an excellent pyrene degradation capacity of >95% (except for HK mangrove and ZJ mangrove). Devosia, Hyphomicrobium, Flavobacterium, Marinobacter, Algoriphahus, and Youhaiella all have significant positive correlations with pyrene (R>0, p<0.05) by 16SrRNA gene sequencing and metagenomics analysis, indicated that these genera play a vital role in pyrene metabolism. Meanwhile, the functional genes were involved in pyrene degradation that was enriched in the bacterial communities, including the genes of nagAa, ndoR, pcaG, etc. Furthermore, the analyses of functional genes and binning genomes demonstrated that some bacterial communities as a unique teamwork to cooperatively participate in pyrene degradation. Interestingly, the genes related to biogeochemical cycles were enriched, such as narG , soxA, and cyxJ, suggested that bacterial communities were also helpful in maintaining the stability of the ecological environment. In addition, some novel species with pyrene-degradation potential were identified in the pyrene-degrading bacterial communities, which can enrich the resource pool of pyrene-degrading strains. Overall, this study will help develop further research strategies for pollutant removal.", - "output": "Economics", + "input": "Abstract: The green use of urban land has become a key for the sustainable transformation of resource-based cities. This paper selects 116 Chinese resource-based cities to construct an evaluation system for urban green land use and measure its efficiency. Secondly, it identifies driving factors affecting urban green land use efficiency (UGLUE) and comprehensively analyze the heterogeneity of these factors. The important findings of this paper include: (1) The UGLUE of resource-based cities in China has experienced a trend of first fluctuating and then improving. However, there are obvious regional differences. The UGLUE in the eastern and western regions are higher than those in the central and northeastern regions. (2) Industrial upgrading, financial development and technological innovation are key factors affecting UGLUE in resource-based cities. (3) There is significant heterogeneity in the impact of different factors in different city types, different regions and different time periods. The land use in resource-based cities should transform from blind expansion in pursuit of short -term economic benefits to a green development that pursues the coordination of economic, social, and ecological benefits based on the local conditions.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Attentional reorienting is dysfunctional not only in children with autism spectrum disorder (ASD), but also in infants who will develop ASD, thus constituting a potential causal factor of future social interaction and communication abilities. Following the research domain criteria framework, we hypothesized that the presence of subclinical autistic traits in parents should lead to atypical infants' attentional reorienting, which in turn should impact on their future socio-communication behavior in toddlerhood. During an attentional cueing task, we measured the saccadic latencies in a large sample (total enrolled n=89; final sample n=71) of 8-month-old infants from the general population as a proxy for their stimulus-driven attention. Infants were grouped in a high parental traits (HPT; n=23) or in a low parental traits (LPT; n=48) group, according to the degree of autistic traits self-reported by their parents. Infants (n=33) were then longitudinally followed to test their socio-communicative behaviors at 21months. Results show a sluggish reorienting system, which was a longitudinal predictor of future socio-communicative skills at 21months. Our combined transgenerational and longitudinal findings suggest that the early functionality of the stimulus-driven attentional network-redirecting attention from one event to another-could be directly connected to future social and communication development.", + "input": "Abstract: The pattern of resonator in a periodical array is decisive for its response under impinging electromagnetic wave. A scale-free network resonator is proposed by connecting sub-units in the form of scale free network. Scale-free network resonator array's reflectivity near resonant frequency could be modulated at arbitrary value between zero and unity, which is different from known resonator array or frequency selective surface. Reflection amplitude modulation could generate rich behaviors, as effective medium property in wide band could be maintained near zero constant, which means zero phase shift and is favorable in radar radome structure. S-parameter analysis indicates amplitude modulation is owing to polarization conversion generated by network links. Scale-free network resonator array has application potentials in future radar radomes, electromagnetic wave lens and microwave antenna panels.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Homa Peninsula, in southwestern Kenya, continues to yield insights into Oldowan hominin landscape behaviors. The Late Pliocene locality of Nyayanga (3-2.6Ma) preserves some of the oldest Oldowan tools. At the Early Pleistocene locality of Kanjera South (2Ma) toolmakers procured a diversity of raw materials from over 10km away and strategically reduced them in a grassland-dominated ecosystem. Here, we report findings from Sare-Abururu, a younger (1.7Ma) Oldowan locality approximately 12km southeast of Kanjera South and 18km east of Nyayanga. Sare-Abururu has yielded 1754 artifacts in relatively undisturbed low-energy silts and sands. Stable isotopic analysis of pedogenic carbonates suggests that hominin activities were carried out in a grassland-dominated setting with similar vegetation structure as documented at Kanjera South. The composition of a nearby paleo-conglomerate indicates that high-quality stone raw materials were locally abundant. Toolmakers at Sare-Abururu produced angular fragments from quartz pebbles, representing a considerable contrast to the strategies used to reduce high quality raw materials at Kanjera South. Although lithic reduction at Sare-Abururu was technologically simple, toolmakers proficiently produced cutting edges, made few mistakes and exhibited a mastery of platform management, demonstrating that expedient technical strategies do not necessarily indicate a lack of skill or suitable raw materials. Lithic procurement and reduction patterns on the Homa Peninsula appear to reflect variation in local resource contexts rather than large-scale evolutionary changes in mobility, energy budget, or toolmaker cognition.", - "output": "Archaeology", + "input": "Abstract: Primatologist who brought animals and humans a little closer.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aimed to investigate the influence of having a green certification logo (versus no logo) supplementing with text (versus no text) on hotel guests using water behaviours. Focus group interviews (Study 1) found that hotel guests are aware of common green practices in hotels. A quasi-experimental survey (Study 2) indicated the interaction effect of a green certification logo and text on hotel guests' environmental awareness and water-saving behavioural intention. Another quasi-experimental survey (Study 3) indicated that an explicit green message is more effective than an implicit green message in reducing hotel shower time.", - "output": "Geography", + "input": "Abstract: A 7-year-and-8-month-old, male degu (Octodon degus) with anorexia, depression, and labored breathing was found to have a thoracic effusion and enlargement of the right testis on radiographic examination. Despite treatment, the animal died. At necropsy, hepatomegaly, splenomegaly, and multifocal nodules on the intestinal serosa and mesentery were observed. Histologically, the foci were densely cellular invasive neoplasms composed of sheets of round to polygonal cells, with occasional multinucleated giant cells. Immunohistochemically, the neoplastic cells were immunopositive for ionized calcium-binding adapter molecule 1, human leukocyte antigen-DR, and CD204. These findings were consistent with disseminated histiocytic sarcoma.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The archaeological World Heritage Site of Hegra (Mada ' in Salih, Al-Hijr), in Saudi Arabia, is often considered the southern capital of the Nabataean Kingdom. Positioned just northeast of the AlUla Valley (where ancient Dadan is located), the Nabataeans recreated several aspects of their northern capital, Petra. They carved more than 130 tombs into the sandstone outcrops of which nearly a hundred had a monumental character with ornate facades of exceptional beauty and deep sense of enduring. In February 2023, our international, multidisciplinary research team conducted a field campaign in Hegra. Our objective was to measure the orientation of Nabataean tombs and sanctuaries in the area, which could offer new clues to aspects of Nabataean culture and religion that we had studied in earlier works at Petra, and elsewhere in Nabataea. This paper includes the analysis and interpretation of the data on the orientation of 113 tombs, including all monumental ones, the largest coherent set of Nabataean tombs ever analyzed. The results show that the tombs were not randomly orientated but followed a series of patterns, most probably emphasizing the skyscape, within the framework of the Nabataean lunisolar calendar religious festivals, and, on occasions, also the local landscape.", - "output": "Art", + "input": "Abstract: In deserts, water has been singled out as the most important factor for choosing where to settle, but trees were likely an important part of the landscape for hunter-gatherers beyond merely constituting an economic resource. Yet, this critical aspect has not been considered archaeologically. Here, we present the results of mapping and radiocarbon dating of a truly unique archaeological record. Over 150 preserved stumps around five Late Pleistocene/Early Holocene archaeological campsites (12,800 to 11,200 cal BP) show that trees were key features in the creation of everyday habitats for the first inhabitants of the Atacama Desert. At two of these sites, QM12 and QM35, the spatial and chronological correlation between trees and hearths reveals that people located their homes under the tree canopy. At residential site QM35, artifact distribution coincides with a grove dated to ~11,600 to 11,200 cal BP. A third residential area (QM32) occurred along the grove margins ~12,000 to 11,200 cal BP. Based on the distinct cultural material of these two camps, we propose that two different groups intermittently shared this rich wetland-grove environment. The tree taxa suggest a preference for the native Schinus molle, a tree scarcely present on the landscape today, over the endemic, nitrogen-fixing Strombocarpa tamarugo, both for toolmaking and firewood and even though the S. tamarugo was locally more abundant. Together with the spatial and chronological coincidence of campsites, hearths, and trees, we propose that people spared the most abundant and resilient species to create their homes, in turn promoting fertility oases amid the Atacama's hyperaridity.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Stable isotopic compositions of carbon and nitrogen (delta C-13, delta N-15) of archaeological grains/seeds recovered from different cultural layers of an Indus (Harappan) archaeological site 4MSR (29 degrees 12'87.2N; 73 degrees 9'421E; Binjor, western Rajasthan, India) provide insights into the Harappan agriculture between similar to 2900 to similar to 1800 BCE. The delta C-13 values were used to retrieve hydrological status, while delta N-15 values were used to gauge agricultural intensification. Isotopic data of grains/seeds were generated representing three Indus phases (i) Early phase (similar to 2900-2600 BCE), (ii) Transitional phase (similar to 2600-2500 BCE), and (iii) Mature phase (similar to 2500-1800 BCE). We find delta C-13 values of barley grains (winter crop) varied in overlapping ranges for all the three phases -21.34 parts per thousand +/- 1.9; -22.55 parts per thousand +/- 1.6 and -22.75 parts per thousand +/- 1.7 respectively (n=10 for each phase) indicating insignificant changes in hydrology for winter crops. For summer crops like cotton, average delta C-13 values for Transitional phase -23.44 parts per thousand +/- 1.8 were not significantly different from those of Mature phase -22.55 parts per thousand +/- 2.5. The delta N-15(barley) values varied in wider range, however, intra-phase variability appears to have overlapping values but showing overall increase from Early (7.72 parts per thousand +/- 1.8) to Mature phase (11.17 parts per thousand +/- 7.2) indicating a plausible agricultural intensification. We also measured delta C-13 of host soil organic matter (SOM) and sediment delta N-15 to assess regional environmental conditions. In contrast to the trends observed for archaeological grains/seeds, delta C-13(SOM) values showed a statistically significant enriching trend from Early (-23.54 parts per thousand +/- 1.4) to Mature phase (-20.40 parts per thousand +/- 1.9) hinting a growing aridity in the region. We surmise that Harappan farmers of western Rajasthan region might be managing arable hydrological conditions in their fields through agricultural interventions to continue agriculture practices despite growing aridity in the vicinity. The high proportion of water-demanding crop cotton during the Mature phase despite of changing environmental conditions, also corroborate our interpretation, possibly grown for the trade purposes.", - "output": "Archaeology", + "input": "Abstract: How scholars conceptualize and measure the gender gap in mobilization can have profound consequences for substantive conclusions. Scholars typically refer to a difference between women and men's turnout (difference-in-proportions measure) or a fraction of women voters among all voters (proportion measure). Using the case of proportional representation (PR) reform in Norway, I demonstrate that, in the context of low men's turnout, the proportion measure indicates that PR narrows the gap, while the difference-in-proportion measure indicates that it widens the gap. This is because mobilizing fewer women than men widens the difference between women and men's turnout, but may constitute a greater proportional increase in women's mobilization compared to men when only a few men (and even fewer women) vote. These findings bring together seemingly opposing arguments in the PR-gap debate and have wide implications for the study of 'gaps' within and beyond gender scholarship.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Primatologist who brought animals and humans a little closer.", - "output": "Art", + "input": "Abstract: We study various physical quantities of objects with petal shapes. N-petal shapes exhibit N-fold rotational symmetry. Furthermore, they might have an additional characteristic: the equation defining their boundaries could be represented by F(N theta). We will show that physical quantities of objects with these characteristics may show strange properties. By 'physical quantities', we refer to aspects such as electric potential and electric field due to a charged petal-shaped plate or cylinder on the rotation axis, their mass and moment of inertia. We are going to show that for such objects, these physical observables do not depend on the number of petals, N. This intriguing result has a simple reason.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Archaeological evidence supports sporadic seafaring visits to the Eastern Mediterranean island of Cyprus by Epipaleolithic hunter-gatherers over 12,000 years ago, followed by permanent settlements during the early Neolithic. The geographical origins of these early seafarers have so far remained elusive. By systematically analysing all available genomes from the late Pleistocene to early Holocene Near East (c. 14,000-7000 cal BCE), we provide a comprehensive overview of the genetic landscape of the early Neolithic Fertile Crescent and Anatolia and infer the likely origins of three recently published genomes from Kissonerga-Mylouthkia (Cypriot Late Pre-Pottery Neolithic B, c. 7600-6800 cal BCE). These appear to derive roughly 80% of their ancestry from Aceramic Neolithic Central Anatolians residing in or near the Konya plain, and the remainder from a genetically basal Levantine population. Based on genome-wide weighted ancestry covariance analysis, we infer that this admixture event took place roughly between 14,000 and 10,000 BCE, coinciding with the transition from the Cypriot late Epipaleolithic to the Pre-Pottery Neolithic A (PPNA). Additionally, we identify strong genetic affinities between the examined Cypro-LPPNB individuals and later northwestern Anatolians and the earliest European Neolithic farmers. Our results inform archaeological evidence on prehistoric demographic processes in the Eastern Mediterranean, providing important insights into early seafaring, maritime connections, and insular settlement.", - "output": "Archaeology", + "input": "Abstract: Private transport constitutes the prerequisite for the freedom of mobility and facilitates accessibility for activities of older adults. Abundant studies have been conducted on the association between car ownership and life satisfaction in Western countries where cars dominate private transport. However, as the most prevalent and conventional private transport in China, cars and e-bikes have not received adequate attention. Using 2015 and 2018 datasets from the China Health and Retirement Longitudinal Study, we apply the Propensity Score Matching-Difference in Differences to investigate how private transport influences the multi-dimensional life quality of older adults. Furthermore, we focus on the mediation effect of social participation on the above causal effect. Our findings reveal that car and e-bike ownership have a causal impact on older adults' life satisfaction, while the influence of e-bike ownership is multi-dimensional. The relationship between car ownership and life satisfaction is mediated by social participation regarding exercise and voluntary activities. However, the mediation effects of mahjong and exercise activities are statistically significant between e-bike ownership and the multi-dimensional life quality of older adults. Understanding the life quality of older adults related to private transport is essential for guiding travel mobility and the life quality of older adults in China.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: While political polarization in policy opinions, preferences, and observance is well established, little is known about whether and how such divisions evolve, and possibly attenuate, over time. Using the COVID-19 pandemic in Brazil as the backdrop, we examine the longitudinal evolution of a highly relevant and polarizing policy: adherence to the COVID-19 vaccination.METHODS: Studies 1 (N=3346) and 2 (N=10,214) use nationwide surveys to document initial differences and subsequent changes in vaccination adherence between conservatives (Bolsonaristas) and non-conservatives (non-Bolsonaristas). Study 3 (N=742) uses an original dataset to investigate belief changes among conservatives and their association with asymmetric changes in vaccination adherence.RESULTS: Despite substantial differences at the early stages of rollout, the gap in vaccination adherence between conservatives and non-conservatives significantly decreased with the passage of time, driven essentially by a much faster uptake among the initially most skeptic-the conservatives. Study 3 demonstrates that the asymmetric changes in vaccination adherence were associated with meaningful belief changes among the conservatives, especially about the perceived effectiveness of the COVID-19 vaccines and the expected adherence of peers to the vaccination campaign.CONCLUSIONS: Together, these studies show that, in a context where the superiority of the promoted policy becomes clear over time and individuals have the opportunity to revisit prior beliefs, even intense political polarization can be attenuated.", - "output": "Law", + "input": "Abstract: PurposeFace is the most intuitive and representative feature at the individual level. Many studies show that beautiful faces help individuals and enterprises obtain economic benefits and form a high economic premium, but the discussion of their potential social value is insufficient. This study aims to focus on the impact of the personal characteristics of executives. It mainly analyzes the impact mechanism of CEO facial attractiveness on corporate social responsibility (CSR) decision-making, clarifying the social value of beauty from the perspective of CSR.Design/methodology/approachThe authors use the regression model to analyze the panel data set, which was conducted by a sample of Chinese publicly listed firms from 2016 to 2018.FindingsThe study found that CEOs with high facial attractiveness are more active in fulfilling CSR, which can usually bring higher social benefits. CEOs with beautiful faces are prone to overconfidence, are optimistic about their ability and the future development of the enterprise and are more willing to increase their investment in CSR. CEO duality can positively regulate the positive correlation between a CEO's facial attractiveness and CSR.Originality/valueBased on the perspective of upper echelons theory, this paper explores the mechanism of CEO facial attractiveness on CSR. This study enriches the perspective of the upper echelon's theoretical research and has essential enlightenment for CEO selection and training practice.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Reducing greenhouse gas emissions in residential buildings relies on three channels that are rarely assessed together-insulating homes, switching to low-carbon heating systems and decarbonizing heating fuels. Their combination results from an interplay between top-down planning of the energy system and decentralized policies for the residential sector-insulation subsidies in particular. In this paper, we examine how the design of insulation subsidies influences the allocation of efforts between these three channels. To do so, we use an innovative framework coupling a highly detailed model of residential energy demand with a highly detailed model of the energy system, both focused on France. We find that the most cost-effective effort allocation to reach carbon neutrality implies 19% emission reductions from home insulation, 36% from fuel switch and 45% from fuel decarbonization. This however requires perfectly targeted subsidies. In three alternative, arguably more realistic subsidy scenarios, we find that total system cost is increased by 11%-16%. Our results highlight the key role played by subsidy specifications in determining the trade-off between insulation and fuel switch, e.g. insulation investments doubles, and heat pump adoption is 19% lower, when subsidies are restricted to the most comprehensive measures. Finally, alternative assumptions regarding the availability of renewable energy sources-biogas in particular-imply stronger energy efficiency efforts.", - "output": "Law", + "input": "Abstract: INTRODUCTION: The increasing elderly population has led to a growing demand for healthcare services. A hospital at home treatment model offers an alternative to standard hospital admission, with the potential to reduce readmission and healthcare consumption while improving patients' quality of life. However, there is little evidence regarding hospital at home treatment in a Danish setting. This article describes the protocol for a randomised controlled trial (RCT) comparing standard hospital admission to hospital at home treatment. The main aim of the intervention is to reduce 30-day acute readmission after discharge and improve the quality of life of elderly acute patients.METHODS AND ANALYSIS: A total of 849 elderly acute patients will be randomised in a 1:2 ratio to either the control or intervention group in the trial. The control group will receive standard hospital treatment in a hospital emergency department while the intervention group will receive treatment at home. The primary outcomes of the trial are the rate of 30-day acute readmission and quality of life, assessed using the European Quality of Life-5 Dimensions-5-Level instrument. Primary analyses are based on the intention-to-treat principle. Secondary outcomes are basic functional mobility, resource use in healthcare, primary and secondary healthcare cost, incremental cost-effectiveness ratio, and the mortality rate 3months after discharge.ETHICS AND DISSEMINATION: The RCT was approved by the Ethical Committee, Central Denmark Region (no. 1-10-72-67-20). Results will be presented at relevant national and international meetings and conferences and will be published in international peer-reviewed journals. Furthermore, we plan to communicate the results to relevant stakeholders in the Danish healthcare system.TRIAL REGISTRATION NUMBER: NCT05360914.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Entrustable professional activities (EPAs) compose a competency-based education (CBE) assessment framework that has been increasingly adopted across medical specialties as a workplace-based assessment tool. EPAs focus on directly observed behaviors to determine the level of entrustment a trainee has for a given activity of that specialty. In this narrative review, we highlight the rationale for EPAs in general surgery, describe current evidence supporting their use, and outline some of the practical considerations for EPAs among residency programs, faculty, and trainees. Observations An expanding evidence base for EPAs in general surgery has provided moderate validity evidence for their use as well as practical recommendations for implementation across residency programs. Challenges to EPA use include garnering buy-in from individual faculty and residents to complete EPA microassessments and engage in timely, specific feedback after a case or clinical encounter. When successfully integrated into a program's workflow, EPAs can provide a more accurate picture of residents' competence for a fundamental surgical task or activity compared with other assessment methods. Conclusions and Relevance EPAs represent the next significant shift in the evaluation of general surgery residents as part of the overarching progression toward CBE among all US residency programs. While pragmatic challenges to the implementation of EPAs remain, the best practices from EPA and other CBE assessment literature summarized in this review may assist individuals and programs in implementing EPAs. As EPAs become more widely used in general surgery resident training, further analysis of barriers and facilitators to successful and sustainable EPA implementation will be needed to continue to optimize and advance this new assessment framework.", - "output": "Education", + "input": "Abstract: As one type of flux modulation machines, flux-switching permanent magnet (FSPM) machines present high sensitivity to airgap structures. Therefore, both stator/rotor teeth and slot/pole combinations have significant influences on machine performance. However, the relationships between the optimal stator structure and maximum torque capability of the FSPM machine are barely investigated. Therefore, in this article, we are devoted to proposing a directional stator permeance design approach to achieve the maximum torque of the FSPM machines under a given rotor and reveal the corresponding stator structure. First, the relations between torque and air-gap permeance are presented based on a constructed torque contribution equation, where amplitudes and phase angles of the stator permeance harmonics are determined. Then, main permeance harmonics are directionally optimized to enlarge positive torque while negative contributions are inversed to be positive. Especially, two FSPMs with 6-slot/19pole and 6-slot/13-pole are chosen as design examples, and their optimal design processes and torque performances have been deeply analyzed, which verifies the effectiveness of the proposed design approach.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Domestic wastewaters contaminated with N-nitrosamines pose a significant threat to river ecosystems worldwide, particularly in urban areas with riparian cities. Despite widespread concern, the precise impact of these contaminants on receiving river waters remains uncertain. This study investigated eight N-nitrosamines in wastewater treatment plants (WWTPs) and their adjacent receiving river, the Lijiang River in Guilin City, Southwest China. By analyzing thirty wastewater samples from five full-scale WWTPs and twenty-three river water samples from Guilin, we quantified the mass loads of N-nitrosamines discharged into the surrounding watershed via domestic effluents. The results revealed that N-nitrosodimethylamine (10-60 ng/L), N-nitro- sodiethylamine (3.4-22 ng/L), and N-nitrosopyrrolidine (not detected-4.5 ng/g) were predominant in influents, effluents, and sludge, respectively, with the overall removal efficiencies ranging from 17.7 to 65.6% during wastewater treatment. Cyclic activated sludge system and ultraviolet disinfection were effective in removing N-nitrosamines (rates of 59.6% and 24.3%), while chlorine dioxide disinfection promoted their formation. A total of 30.4 g/day of N-nitrosamine mass loads were observed in the Lijiang River water, with domestic effluents contributing about 31.3% (19.4 g/day), followed by livestock breeding wastewater (34.5%, 12.0 g/day), and unknown sources (24.7%, 7.5 g/day). These findings highlight the critical role of WWTPs in transporting N- nitrosamines to watersheds and emphasize the urgent need for further investigation into other potential sources of N-nitrosamine pollution within watersheds.", - "output": "Economics", + "input": "Abstract: Finite model theory is currently not one of the hot topics in the philosophy and history of mathematics, not even in the philosophy and history of mathematical logic. The philosophy of mathematics and mathematical logic has concentrated on infinite structures, closely related to foundational issues. In that context, finite models deserved only marginal attention because it was taken for granted that the study of finite structures is trivial compared to the study of infinite structures. In retrospect, research on finite structures turned out to be neither trivial nor irrelevant but had an important impact on theoretical computer science. A closer look at the early history of the spectrum problem shows that the birth of finite model theory has roots in formal logic, at a time when computer science did not yet exist.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "input": "Abstract: The treatment of the rubble from the fire at the cathedral of Notre-Dame de Paris was the subject of an unprecedented protocol, drafted jointly by several departments of the ministere de la Culture and implemented by these same teams, assisted by compagnons (workers, foremen, forklift operators, automatic machine operators) present on the safety site. The aim of this approach, which was implemented immediately after the disaster, was to identify, from amongst all the collapsed materials on the floor and on the vaults, those that could be recovered, both for restoration purposes and for long-term scientific research - thus passing from the status of debris to that of vestiges. A sampling protocol, using robotic equipment on the ground and rope access technicians on the vaults, was thus organised to document and locate each material recovered (photographs, orthophotographs, geolocation): material specialists and archaeologists took turns for nearly twenty-four (24) months, in a context of lead pollution and according to an extremely constrained schedule, to carry out this sorting and draw up an initial inventory. At the end of this first phase of the scientific project, nearly ten thousand (10,0 0 0) pieces of timber, six hundred and fifty (650) pallets of stone items and three hundred and fifty (350) pallets of metal items are now stored in warehouses rented by the project management team, under the responsibility of the ministere de la Culture, and are currently the subject of a detailed inventory. All of the vestiges collected will thus be able to be used for the restoration of the building and, through the many research programmes already underway, contribute to a renewed knowledge of the cathedral of Notre-Dame de Paris. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Overweight and obesity are excessive fat accumulations linked with many health problems, including heart diseases, type 2 diabetes and cancer. Multiple studies have demonstrated that beliefs about overweight, obesity and self-efficacy play essential roles in the success of interventions for obesity management.OBJECTIVES: This study aimed to identify the perceptions of university students of overweight and obesity using the health belief model (HBM) and to analyse their association with the body mass index (BMI) categories of the students.DESIGN: A cross-sectional questionnaire-based study and a multistage sampling technique were used to ensure the recruitment of students from selected colleges of Jazan University-Saudi Arabia.SETTING: Six colleges of Jazan University were randomly selected to ensure equal representation of health sciences, sciences and humanities colleges.PARTICIPANTS: A total of 579 students completed an online survey between January and April 2023.PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome measures were demographic characteristics and HBM constructs. Secondary outcome measures were behavioural intentions relating to obesity management.RESULTS: This study demonstrated that gender and self-reported family history of obesity were significantly correlated with the BMI categories of the students (p <0.001). Students in the underweight category showed the highest mean score for perceived severity (3.62 \u00b10.08). Perceived self-efficacy in exercise and diet was significantly associated with BMI categories, with adjusted ORs of 2.82 (2.10 to 3.79) and 1.51 (1.09 to 2.09), respectively. Perceived barriers to healthy eating and regular physical activity were significantly related to the behavioural intentions of obesity management. Multivariate logistic regression showed that perceived severity, perceived cues to action, perceived barriers and self-efficacy in dieting and exercise were significant predictors of behavioural intentions for the management of obesity.CONCLUSION: This study underscores the need for tailored health promotion strategies that consider the perceptions and beliefs of people about the management of obesity.", - "output": "Education", + "input": "Abstract: The Kasten Site is a multicomponent plowzone site in Erie County, Ohio that possesses a Late Pleistocene Clovis lithic assemblage. Here, we describe the late Pleistocene Clovis, and possible-Clovis, lithic artifacts via technological descriptions, illustrations and images, morphometrics, and microwear. The lithic artifacts are made from cherts which appear to outcrop between 94.7 and 356.8 km from the site. Based on our descriptions, we suggest that the Kasten site is a small logistical site, whereby a small number Clovis people occupied it ephemerally for the purposes of resource procurement. Given the microwear evidence, this resource may have been animal prey, but given that the site is adjacent to a topographic depression, the desired resource could also have been water.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Older critically ill patients experience rapid muscle loss during stay in an intensive care unit (ICU) due to physiological stress and increased catabolism. This may lead to increased ICU length of stay, delayed weaning from ventilation and persistent functional limitations. We hypothesized that with optimal nutrition and early physical therapy acting in synergism, we can reduce muscle mass loss and improve functional outcomes.METHODS: This was a prospective, single blinded randomized, controlled single-center pilot study to compare the lean muscle mass (measured at bilateral quadriceps femoris using ultrasound) of older ICU patients at 4 time points over 14 days between the control and intervention groups. The control group received standard weight-based empiric feeding and standard ICU physiotherapy. The intervention group received indirect calorimetry directed feeding adjusted daily and 60min per day of cycle ergometry. 21 patients were recruited and randomized with 11 patients in the control arm and 10 patients in the intervention arm. Secondary outcome measures included ICU and hospital mortality, length of stay, functional assessments of mobility and assessment of strength.RESULTS: Median age was 64 in the control group and 66 in the intervention group. Median calories achieved was 24.5kcal/kg per day in the control group and 23.3kcal/kg per day in the intervention group. Cycle ergometry was applied to patients in the intervention group for a median of 60min a day and a patient had a median of 8.5 sessions in 14 days. Muscle mass decreased by a median of 4.7cm2 in the right quadriceps femoris in the control group and 1.8cm2 in the intervention group (p=0.19), while the left quadriceps femoris decreased by 1.9cm2 in the control group and 0.1cm2 in the intervention group (p=0.51).CONCLUSION: In this pilot study, we found a trend towards decrease muscle loss in bilateral quadriceps femoris with our combined interventions. However, it did not reach statistical significance likely due to small number of patients recruited in the study. However, we conclude that the intervention is feasible and potentially beneficial and may warrant a larger scale study to achieve statistical significance.TRIAL REGISTRATION: This study was registered on Clinicaltrials.gov on 30th May 2018 with identifier NCT03540732.", - "output": "Demography", + "input": "Abstract: Various hazards can have immediate or long-term impacts on the safety of bridges, and the interactions between them are complicated. This study examined the multihazard concerns in bridge engineering. Through a comprehensive literature review, 16 hazards that pose threats to bridges were identified and analyzed by considering their temporal-spatial characteristics. The interactions between hazards were described using a hazard correlation matrix, and specific chained hazards were identified based on the site-specific conditions. The methods of probability analysis were discussed in terms of the hazard correlation, and a generalized formula is proposed to illustrate the chained effect process by considering the uncertainty in both primary and secondary hazards. Additionally, a lifetime model was introduced to address the long-term effects. A case study was conducted using field investigation data to demonstrate the proposed method, with emphasis on the joint probability of the earthquake-landslide chained effect. Moreover, the lifetime model was also incorporated to account for the scour effects serving as a long-term hazard. This study is aiming to complement the types of critical hazards threatening bridges and to provide guidance for engineers to select design hazards in accordance with the site-specific conditions.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We discuss new data from Colonization Phase and Early Expansion/Development Phase assemblages in the pre-contact Society Islands. We focus on analysis of marine faunal remains and fishing gear to infer diachronic shifts in subsistence practices at two well-dated coastal sites. Both Colonization Phase (AD 950-1200) and Early Expansion Phase (AD 1200-1450) faunal assemblages are dominated by fish and mollusks as opposed to animal domesticates. Colonization Phase assemblages see higher capture of Scombrids and higher capture of marine mammals and turtle. Early Expansion fishhook assemblages and faunal remains document a movement towards increased capture of reef fish as well as the adoption of local styles and locally specific fishing practices. Overall, the diachronic trend in the Society Island diets is towards a decrease in turtle, marine mammal, and wild bird remains and an increase in terrestrial domesticated species roughly two hundred years after colonization, similar to patterns seen elsewhere in Eastern Polynesia.Nous discutons de nouvelles donn & eacute;es provenant des assemblages de la phase de colonisation et de la premi & egrave;re phase d'expansion/d & eacute;veloppement dans les & icirc;les de la Soci & eacute;t & eacute; pr & eacute;-europ & eacute;ennes. Nous nous concentrons sur l'analyse des restes de faune marine et des engins de p & ecirc;che pour d & eacute;duire des changements diachroniques dans les pratiques de subsistance sur deux sites c & ocirc;tiers bien dat & eacute;s. Les assemblages fauniques de la phase de colonisation (950-1200 apr & egrave;s J.-C.) et de la phase d'expansion pr & eacute;coce (1200-1450 apr & egrave;s J.-C.) sont domin & eacute;s par les poissons et les mollusques, par opposition aux animaux domestiques. Les assemblages de la phase de colonisation connaissent une capture plus & eacute;lev & eacute;e de scombrid & eacute;s et une capture plus & eacute;lev & eacute;e de mammif & egrave;res marins et de tortues. Les assemblages d'hame & ccedil;ons et les restes fauniques du d & eacute;but de l'expansion documentent un mouvement vers une capture accrue de poissons de r & eacute;cif ainsi que l'adoption de styles locaux et de pratiques de p & ecirc;che sp & eacute;cifiques localement. Dans l'ensemble, la tendance diachronique du r & eacute;gime alimentaire des & icirc;les de la Soci & eacute;t & eacute; va vers une diminution des restes de tortues, de mammif & egrave;res marins et d'oiseaux sauvages et une augmentation des esp & egrave;ces terrestres domestiqu & eacute;es environ deux cents ans apr & egrave;s la colonisation, similaire aux tendances observ & eacute;es ailleurs en Polyn & eacute;sie orientale.", - "output": "Archaeology", + "input": "Abstract: This paper proposes a technique for the generation of a disparity map from a real scene, captured by a stereo vision system. The underlying motivation for this work is to develop a system not requiring the use of a calibration pattern, which usually involves manual intervention. This is a well desired feature to allow its use in the design of aid devices for people with severe visual impairment or blindness. Experimental results showed that the developed technique has a level of effectiveness similar to other two well established techniques found in the literature, making it a promising alternative to be employed in situations where the calibration step becomes a burden to the user.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: In the era of Gavi's 5.0 vision of leaving no one behind with immunization, childhood routine vaccination in missed communities is considered as a priority concern. Despite having a success story at the national level, low uptake of immunization is still persistent in selected pocket areas of Bangladesh. However, prevalence and the associated factors of zero-dose (ZD) and under-immunization (UI) are still unknown at those geo-pockets of Bangladesh. Thus, the study aims to report and identify the factors associated with ZD and UI in selected geographical locations.METHODS: This study used data from a Lot Quality Assurance Sampling (LQAS) survey where 504 households from 18 clusters of four hard to reach (HTR) and one urban slum were included. Caregivers of children aged 4.5 to 23months were interviewed. Three outcome variables- ZD, UI and ZD/UI were considered and several related attributes were considered as independent variables. Data were analyzed through bivariate analysis, binary logistic regression and dominance analysis.RESULTS: Overall, 32% of the children were either ZD (8%) or UI (26%) in the selected areas. The adjusted odds of ZD/UI for urban slum and haor (wetlands) areas were 5.62 and 3.61 respectively considering coastal areas as reference. However, distance of nearest EPI center, availability of EPI card, age of caregivers, education and occupation of mother and number of earning members in household were influential factors for ZD/UI. According to dominance analysis, availability of EPI card can explain the most of the variation of ZD/UI in this study.CONCLUSION: The study findings highlight the high prevalence ZD/UI in certain geo-pockets of the country. It provided a powerful insight of current situation and associated factors in regards to ZD/UI in the country which will help policy-makers and programme managers in designing programmes to reduce missed communities in Bangladesh.", + "input": "Abstract: BACKGROUND: Population-based data on heart failure (HF)-related death in patients with atrial fibrillation (AF) are lacking. We assessed HF-related death in people with AF in the United States over the past 21years and examined differences by age, sex, race, ethnicity, urbanization, and census region.METHODS AND RESULTS: Data were extracted from the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research to determine trends in age-adjusted mortality rates per 100000 people, due to HF-related death among subjects with AF aged \u226515years. To calculate nationwide annual trends, we assessed the average annual percent change (AAPC) and annual percent change with relative 95% CIs using joinpoint regression. Between 1999 and 2020, 916685 HF-related deaths (396205 men and 520480 women) occurred among US adults having a concomitant AF. The overall age-adjusted mortality rates increased (AAPC: +4.1% [95% CI, 3.8-4.4]; P<0.001), especially after 2011 (annual percent change, +6.8% [95% CI, 6.2-7.4]; P<0.001) in men (AAPC, +4.8% [95% CI, 4.4-5.1]; P<0.001), in White subjects (AAPC: +4.2% [95% CI, 3.9 to 4.6]; P<0.001) and in subjects aged <65years (AAPC: +7.5% [95% CI, 6.7-8.4]; P<0.001). The higher percentage of deaths were registered in the South (32.8%). During the first year of the COVID-19 pandemic, a significant excess in HF-related deaths among patients with AF aged >65years was observed.CONCLUSIONS: A worrying increase in the HF-related mortality rate among patients with AF has been observed in the United States over the past 2 decades.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Extremism and terrorism are thought to go hand in hand in civil wars. Yet do they? Are rebel groups with more extreme goals more likely than moderate ones to use terrorism, as commonly assumed? Arguments linking extremism to terrorism are often circular: groups are tagged as extremist because they do extreme things. Our article addresses this problem by articulating a novel conceptualization of extremism as the distance of group goals from the status quo. Understanding the relationship between what groups want and how they try to achieve it has obvious theoretical and policy implications. We theorize mechanisms that might connect extremist goals to terrorism and use new data on rebel group aims in civil wars from 1970 to 2013 to examine the empirical relationship between extremism and terrorism in a nontautological way. The results show that some extremist goals are associated with terrorism but not others. Groups with goals that involve changing the political ideology of the state or transforming political power across identity groups are more likely to use terrorism or to use more of it. Secessionist groups, however, are no more likely to produce terrorism than are those with less extreme territorial aims such as autonomy.", - "output": "Law", + "input": "Abstract: Australopiths are a group of early human ancestors that lived approximately 4 to 2 million years ago and are considered a key transitional form between apes and humans. Studying australopiths can help to understand the evolutionary processes that led to the emergence of humans and gain insights into the unique adaptations and characteristics that set humans apart from other primates. A bibliometric-based review of publications on australopiths contained in the Scopus database was conducted, analyzing approximately 2000 of them. The main authors, institutions, and countries researching this subject were identified, as well as their future development. The connections between authors, countries, and research topics were also analyzed through the detection of communities. The more frequent keywords in this subject are hominid, animal, human, South Africa, and Australopithecus afarensis. Four main research clusters were identified in the field of australopiths: palaeobiology, cranial evolution, locomotion, and mandible evolution and morphometry. The most important countries in terms of collaboration networks are South Africa, the UK, France, and Germany. Research on australopiths is ongoing, and new research clusters are expected to emerge, such as those focused on pre-australopiths and the molecular evolution and taxonomy of australopiths. Overall, this work provides a comprehensive overview of the state of research on australopiths and offers insights into the current direction of the field.Les australopithes sont un groupe de premiers ancetres humains qui vivaient il y a environ 4 a 2 millions d'annees et sont consideres comme une forme de transition essentielle entre les singes et les humains. L'etude des australopithes peut aider a comprendre les processus evolutifs qui ont conduit a l'emergence de l'homme et a mieux comprendre les adaptations et les caracteristiques uniques qui distinguent l'homme des autres primates. Une etude bibliometrique des publications sur les australopithes contenues dans la base de donnees Scopus a ete realisee, analysant environ 2000 d'entre elles. Les principaux auteurs, institutions et pays menant des recherches sur ce sujet ont ete identifies, ainsi que leur evolution future. Les liens entre les auteurs, les pays et les sujets de recherche ont egalement ete analyses par la detection de communautes. Les mots-cles les plus frequents dans ce domaine sont hominid, animal, human, South Africa et Australopithecus afarensis. Quatre groupes de recherche principaux ont ete identifies dans le domaine des australopithes: paleobiologie, evolution cranienne, locomotion, et evolution et morphometrie de la mandibule. Les pays les plus importants en termes de reseaux de collaboration sont l'Afrique du Sud, le Royaume-Uni, la France et l'Allemagne. Les recherches sur les australopithes se poursuivent et de nouveaux groupes de recherche devraient voir le jour, comme ceux qui se concentrent sur les pre-australopithes et sur l'evolution moleculaire et la taxonomie des australopithes. Dans l'ensemble, ce travail fournit une vue d'ensemble de l'etat de la recherche sur les australopithes et donne un apercu de l'orientation actuelle.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This comprehensive review explores the incidence, pathophysiology, and management of atrial fibrillation (AF) following percutaneous closure of patent foramen ovale (PFO). Although AF is considered a common adverse event post PFO closure, its incidence, estimated at <5%, varies based on monitoring methods. The review delves into the challenging task of precisely estimating AF incidence, given subclinical AF and diverse diagnostic approaches. Notably, a temporal pattern emerges, with peak incidence around the 14th day after closure and a subsequent decline after the 45th day, mimicking general population AF trends. The pathophysiological mechanisms behind post PFO closure AF remain elusive, with proposed factors including local irritation, device-related interference, tissue stretch, and nickel hypersensitivity. Management considerations encompass rhythm control, with flecainide showing promise, and anticoagulation tailored to individual risk profiles. The authors advocate for a personalized approach, weighing factors like age, comorbidities, and device characteristics. Notably, postclosure AF is generally considered benign, often resolving spontaneously within 45days, minimizing thromboembolic risks. Further studies are required to refine understanding and provide evidence-based guidelines.", - "output": "Demography", + "input": "Abstract: The emergence of Homo sapiens in Eastern Asia is a topic of significant research interest. However, well-preserved human fossils in secure, dateable contexts in this region are extremely rare, and often the subject of intense debate owing to stratigraphic and geochronological problems. Tongtianyan cave, in Liujiang District of Liuzhou City, southern China is one of the most important fossils finds of H. sapiens, though its age has been debated, with chronometric dates ranging from the late Middle Pleistocene to the early Late Pleistocene. Here we provide new age estimates and revised provenience information for the Liujiang human fossils, which represent one of the most complete fossil skeletons of H. sapiens in China. U-series dating on the human fossils and radiocarbon and optically stimulated luminescence dating on the fossil-bearing sediments provided ages ranging from ~33,000 to 23,000 years ago (ka). The revised age estimates correspond with the dates of other human fossils in northern China, at Tianyuan Cave (~40.8-38.1 ka) and Zhoukoudian Upper Cave (39.0-36.3 ka), indicating the geographically widespread presence of H. sapiens across Eastern Asia in the Late Pleistocene, which is significant for better understanding human dispersals and adaptations in the region.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper examines one aspect of the legacy of the Value-Free Ideal in conservation science: the view that measurements and metrics are value-free epistemic tools detached from ideological, ethical, social, and, generally, non-epistemic considerations. Contrary to this view, I will argue that traditional measurement practices entrenched in conservation are in fact permeated with non-epistemic values. I challenge the received view by revealing three non-epistemic assumptions underlying traditional metrics: (1) a human-environment demarcation, (2) the desirability of a people-free landscape, and (3) the exclusion of cultural diversity from biodiversity. I also draw a connection between arguments for retaining traditional metrics to scientific colonialism, exemplified by a fortress conservation model. I conclude by advocating for abandoning the myth of the intrinsic value-freedom of measurement practices and embracing metrics aligned with societal and scientific goals.", + "input": "Abstract: Brazilian writer Carolina Maria de Jesus (1914-1977) was born in a rural community and spent most of her life in a slum. Despite this, her literary work achieved remarkable editorial success, having its value recognized by critics and academic circles. This paper analyzes Carolina Maria de Jesus's autobiographical narratives in the light of John Dewey's aesthetic theory, with the purpose of investigating the factors responsible for the development of her aesthetic sensitivity - intellectual and emotional dispositions favorable to involvement with artistic practices. The results suggest that Carolina Maria de Jesus's literary skills, which express not only individual but also collective yearnings, resulted from the incentive she received to think about things that do not exist and from her relationship with people who favored the formation of a personality open to varied experiences. Such results are presented as requirements for a democratic and humanist education that aims at the flowering of aesthetic sensitivity and encourages educators and students to believe in their creative potential.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper proposed a novel method for the non-invasive extraction of proteinaceous binders from panel paintings using high-acyl (HA) and low-acyl (LA) gellan gums. The binder extraction effects of different gums on simulated panel paintings were compared and characterized in terms of extracted protein concentration, macro and micro appearance, color difference, pH, and contact angle. Then, Fourier transform infrared spectroscopy was performed to analyze the extraction mechanism. On this basis, non-invasive extraction was conducted on panel paintings with different types and concentrations of proteinaceous binders using HA gellan gums. The results showed that neither HA nor LA gellan gum significantly affected the surface color, pH, contact angle, or visual appearance of the paint layer. The protein extraction effect of gellan gum is mainly affected by pressure and concentration gradient. The HA gellan gum has a strong water retention capacity, high softness, and a more stable internal structure. Therefore, the concentration of the protein solution extracted by HA gellan gum was 2.4 times higher than that extracted by LA gellan gum, with less possibility of gel residue. Further, HA gellan gum showed a good extraction effect on different types and concentrations of proteinaceous binders. Therefore, the proposed method is expected to serve as an effective means for the non-invasive extraction of proteins from painted objects. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: According to the Humean theory of motivation, desire is identified as the primary source of motivation, while cognitive states like beliefs are recognized as necessary but not sufficient conditions. This paper conducts a comprehensive analysis of the established teleological argument supporting the Humean theory of motivation. The analysis finds that recent anti-Humean strategies cannot conclusively challenge the core premises of this argument. While this result may initially imply a strong and convincing defense of the Humean theory against opponents' criticisms, it will be shown that the argument can withstand objections only through the adoption of an assumption that renders it unfalsifiable.", + "output": "Philosophy", + "system": "", + "history": [] + }, + { + "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", + "input": "Abstract: OBJECTIVE: The purpose of this study is to explore the change in physicians' hypertension treatment behavior before and after the reform of the capitation in county medical community.METHODS: Spanning from January 2014 to December 2019, monthly data of outpatient and inpatient were gathered before and after the implementation of the reform in April 2015. We employed interrupted time series analysis method to scrutinize the instantaneous level and slope changes in the indicators associated with physicians' behavior.RESULTS: Several indicators related to physicians' behavior demonstrated enhancement. After the reform, medical cost per visit for inpatient exhibited a reverse trajectory (-53.545, 95%CI: -78.620 to -28.470, p<0.01). The rate of change in outpatient drug combination decelerated (0.320, 95%CI: 0.149 to 0.491, p<0.01). The ratio of infusion declined for both outpatient and inpatient cases (-0.107, 95%CI: -0.209 to -0.004, p<0.1; -0.843, 95%CI: -1.154 to -0.532, p<0.01). However, the results revealed that overall medical cost per visit and drug proportion for outpatient care continued their initial upward trend. After the reform, the decline of drug proportion for outpatient care was less pronounced compared to the period prior to the reform, and length of stay also had a similar trend.CONCLUSION: To some extent, capitation under the county medical community encourages physicians to control the cost and adopt a more standardized diagnosis and treatment behavior. This study provides evidence to consider the impact of policy changes on physicians' behavior when designing payment methods and healthcare systems aimed at promoting PHC.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The aim of this study is to investigate factors with both beneficial and harmful qualities for Cultural World Heritage Sites. Particular but not exclusive attention is given to aspects relating to tourism and infrastructure. Data from the World Heritage List for North America and Europe, linked to the 2014 UNESCO Periodic Report II, are employed for the analysis. A simultaneous Bivariate Probit model estimation is carried out on the 30,954 observations and 402 Heritage Sites. World Heritage managers assess that certain factors are both beneficial and harmful for their sites. These contradictory perceptions appear most commonly in relation to tourism/visitors/recreation (28% of the sites), ground transport infrastructure (16%) and to the Society's valuing of heritage (12%). Besides this, ambivalent perceptions are also identified for housing, commercial development, land conversion, forestry/timber production and renewable energy facilities, although to a lesser extent. Estimation results reveal that the highest degree of ambivalence occurs in relation to tourism/visitors/recreation, interpretive and sightseeing facilities and ground transport infrastructure when location and specific site characteristics are controlled for. Thus, the results coincide only to some extent with the descriptive statistics. Compared to other groups of Cultural World Heritage Sites (cultural landscapes, religious sites and other sites) managers of cities have a significantly lower probability of perceiving the different factors as harmful. (c) 2023 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )", + "input": "Abstract: This Arts and Medicine feature coauthored by a patient and her hospital clinicians describes the use of hand-drawn window art in hospital rooms as a way to bring color and creativity into inpatient settings and build community among hospital staff and patients.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The years 1838-1924 in colonial India saw the first organized exodus of around 1.5 million. These emigrants were employed as indentured laborers in the various plantations owned by the Empire. Along with the people, what migrated were objects like clothes and jewelry. While some of these items were provided by the plantation regimes, others were brought by the emigrants. Though there have been studies about the lives on the plantations, the marine lives of the travelers and their personal belongings have been neglected. Objects such as clothes and jewelry not only have cultural significance but also form part of the emigrants' memory. This article critically analyses the usage of cultural artifacts as floating signifiers and how these artifacts are altered with a change of setting. Building on the ideas of Bhabha, Skinner, and others, this article aims to understand the role of material possessions in the lives of the plantation workers. The narratives discussed allow readers to witness changes in the role of materials like clothes and jewelry accompanying the emigrants on their voyage to the plantations.", - "output": "Archaeology", + "input": "Abstract: The current limitations of hydrogen storage technology in submarines have prompted the need for alternative solutions. One promising option is the use of ammonia, a readily stored fuel. This paper presents an innovative, integrated system that runs on ammonia and does not rely on atmospheric air. The system combines Direct Ammonia Fuel Cell (DAFC) stack and an Internal Combustion Engine (ICE) technology to generate power, freshwater, and cooling. The system also recovers waste heat and utilizes it efficiently to produce these useful outputs. The study further aims to assess the system's performance using energy and exergy analysis methods and to conduct a parametric analysis to examine the impact of parameters and operating conditions on system efficiency. In the developed integrated system, the quantities of net power produced, cooling provided, and freshwater flow rate produced under specified conditions are 4069 kW, 589.5 kW, and 1.269 kg/s, respectively. Its energy and exergy efficiency were found to be 38.58% and 44.77%, respectively. The analysis study also obtains that increasing the ammonia flow rate supplied to the ICE and the steam flow rate provided to the turbine, as well as the reference temperature, could potentially improve both energetic and exergetic efficiencies.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Obsihir-5 holds some of the earliest evidence for the utilization of livestock in the mountainous regions of Central Asia. However, direct evidence of herding is lacking at the site. Geoarchaeological investigations, including textural, geochemical, mineralogical and micromorphological methods, have focused on the reconstruction of site formation and the search for direct evidence of herding activities. The sedimentary sequence at Obishir-5 has been divided into three facies: (1) SU0-SU1 (Bronze Age and Middle Ages), (2) SU2-SU3 (Obishirian), and (3) SU4-SU5 (Mesolithic/Epipaleolithic). SU1 formed through colluvial processes and was reworked by human and human-related activities. It is likely that these activities included herding and burning. Given the presence of herbivore dung and trampling in the sedimentary record, SU1 could include fumier-style accumulation. SU2-SU3 formed from the accumulation of coarse debris and fine particles originating from colluvial processes, physical weathering, aeolian processes and anthropogenic activity, such as burning. The archaeological material, including bones, charcoal and herbivore dung is intermixed with geogenic sediments and shows evidence of reworking. SU4-SU5 formed from colluvial and aeolian processes with low sedimentation rate. Human activity here was of low intensity and sporadic. The study of the sedimentary record has shown evidence of the use of dung and wood as fuel during the Obishirian period. However, it is not clear whether the sediments represent fumier deposits and therefore herding, as they have been heavily reworked. Nevertheless, the study opens up perspectives for the presence of livestock at the site during the Obishirian occupation. The methodology employed has allowed the reconstruction of the site formation history.", + "input": "Abstract: Prior to this work, no Palaeolithic field survey had been conducted in the central region of the northern Iranian Central Desert. This article is the first account of the presence of Pleistocene hominins in Eyvanekey, Semnan Province, and reports the recovery of lithics that date to at least the Middle Palaeolithic.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The mangrove forest in Macajalar Bay is regarded as an important coastal ecosystem since it provides numerous ecosystem services. Despite their importance, the clearing of mangroves has been rampant and has reached critical rates. Addressing this problem and further advancing its conservation require accurate mangrove mapping. However, current spatial information related to mangroves is sparse and insufficient to understand the historical change dynamics. In this study, the synergy of 1950 vegetation maps and Landsat images was explored to provide multidecadal monitoring of mangrove forest change dynamics in Macajalar Bay, Philippines. Vegetation maps containing the 1950 mangrove extent and Landsat images were used as input data to monitor the rates of loss over 70years. In 2020, the mangrove forest cover was estimated to be 201.73ha, equivalent to only 61.99% of the 325.43ha that was estimated in 1950. Between 1950 and 2020, net mangrove loss in Macajalar Bay totaled 324.29ha. The highest clearing rates occurred between 1950 and 1990 when it recorded a total of 258.51ha, averaging 6.46ha/year. The original mangrove forest that existed in 1950 only represents 8.56% of the 2020 extent, suggesting that much of the old-growth mangrove had been cleared before 2000 and the existing mangrove forest is mainly composed of secondary mangrove forest stands. Across Macajalar Bay, intensified clearing that happened between 1950 and 1990 has been driven by large-scale aquaculture developments. Mangrove gains on the other hand were evident and have increased the total extent by 79.84ha since 2000 as a result of several afforestation programs. However, approximately half of these gains that were observed since 2010 exhibited low canopy cover. As of writing, approximately 85% of the 2020 mangrove forest stands fall outside the 1950 original mangrove extent. Examining the viability of the original mangrove forest for mangrove reforestation together with promoting site-species matching, and biophysical assessment are necessary undertakings to advance current mangrove conservation initiatives in Macajalar Bay.", - "output": "Geography", + "input": "Abstract: This essay explores how Iceland, a newly independent state on the northern European periphery, responded to the international agenda for post-war stabilisation set out by economic experts after the turmoil of the First World War. It shows that the government of the so-called Austerity Alliance, led by J & oacute;n & THORN;orl & aacute;ksson, adopted austerity policies devised at the international financial conferences in Brussels (1920) and Genoa (1922). To please external experts and creditors, it implemented a comprehensive fiscal and monetary policy of austerity and created a new central bank that was independent of politics. The aim, however, was not to divorce markets from government in a return to a pre-war era of laissez-faire as the scholarly literature suggests. Offering the first analysis of 'the Icelandic business cycle', the & THORN;orl & aacute;ksson government enforced austerity by carving out 'the economy' - a measurable entity legible to expert management - that greatly expanded the role of the state.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Archaeology", + "input": "Abstract: Physicist Percy Bridgman has been taken by Heather Douglas to be an exemplar defender of an untenable value-free ideal for science. This picture is complicated by a detailed study of Bridgman's philosophical views of the relation between science and society. The normative autonomy of science, a version of the value-free ideal, is defended. This restriction on the provenance of permissible values in science is given a basis in Bridgman's broader philosophical commitments, most importantly, his view that science is primarily an individual commitment to a set of epistemic norms and values. Considerations of external moral or social values are not, on this view, intrinsic to scientific practice, though they have a broader pragmatic significance. What Bridgman takes as the proper relation between science and society is shown through analysis of his many writings on the topic and consideration of his rarely remarked upon involvement in the most problematic example of Big Science of his day: the atomic bomb. A reevaluation of Bridgman's views provides a unique characterization of what is at stake in the values in science debate: the normative autonomy of science.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This Guide to Statistics and Methods describes the process of validation and gathering validity evidence for assessment tool development for surgical education research.", - "output": "Education", + "input": "Abstract: Photovoltaic defect detection is an essential aspect of research on building-distributed photovoltaic systems. Existing photovoltaic defect detection models based on deep learning, such as YOLOv5 and YOLOv8, have significantly improved the accuracy of photovoltaic defect detection. However, these models are too large, and their feature extraction ability is insufficient, leading to low detection efficiency and inability to cope with the continuous evolution of defects. Therefore, this study proposes an accurate and lightweight YOLOv8 (You Only Look Once v8) GD algorithm. The algorithm is an improved version of YOLOv8, wherein DW-Conv (DepthWise-Conv) is applied to the YOLOv8 backbone network. Moreover, convolution is replaced with the GSConv (Group-shuffle Conv) and the BiFPN (bidirectional feature pyramid network) structure is added to the architecture. Several electroluminescent photovoltaic defect datasets are used to verify the effectiveness of the proposed method. The final experimental results show that the map@0.5 and map@0.5 similar to 0.95 of YOLOv8-GD are 92.8% and 63.1%, respectively, which are 4.2% and 5.7% higher than those of the original algorithm, respectively, and the model volume is reduced by 16.7%. Thus, the proposed algorithm shows considerable potential in the field of photovoltaic defect detection.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Oral cancer is a deadly disease and a major cause of morbidity and mortality worldwide. The purpose of this study was to develop a fuzzy deep learning (FDL)-based model to estimate the survival time based on clinicopathologic data of oral cancer.METHODS: Electronic medical records of 581 oral squamous cell carcinoma (OSCC) patients, treated with surgery with or without radiochemotherapy, were collected retrospectively from the Oral and Maxillofacial Surgery Clinic and the Regional Cancer Center from 2011 to 2019. The deep learning (DL) model was trained to classify survival time classes based on clinicopathologic data. Fuzzy logic was integrated into the DL model and trained to create FDL-based models to estimate the survival time classes.RESULTS: The performance of the models was evaluated on a test dataset. The performance of the DL and FDL models for estimation of survival time achieved an accuracy of 0.74 and 0.97 and an area under the receiver operating characteristic (AUC) curve of 0.84 to 1.00 and 1.00, respectively.CONCLUSIONS: The integration of fuzzy logic into DL models could improve the accuracy to estimate survival time based on clinicopathologic data of oral cancer.", - "output": "Philosophy", + "input": "Abstract: Construction remains a male-dominated industry, with women underrepresented both numerically and hierarchically. However, the growing shortage of construction professionals and skilled workers can be addressed by engaging more women in the industry. The present study sought to answer two research questions: What are the major barriers hindering the participation of women in construction? and Is there any relationship between lean implementation and overcoming these barriers? The study investigated women's challenges and the relationship with Lean principles through a literature review and expert interviews. Two pillars of Lean, Continuous Improvement and Respect for People, were identified as potential mechanisms to support female practitioners, helping to eliminate the barriers identified. The study conducted 27 semistructured interviews to collect data on Lean benefits and their impact on gender diversity. Findings indicate that Lean provides team-related benefits, such as a psychologically safe and respectful environment, transparency, diversity, and inclusion, helping women build positive career experiences.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The utilization of user's facial- and speech-related features for the estimation of the Quality of Experience (QoE) of multimedia services is still underinvestigated despite its potential. Currently, only the use of either facial or speech features individually has been proposed, and relevant limited experiments have been performed. To advance in this respect, in this study, we focused on WebRTC-based videoconferencing, where it is often possible to capture both the facial expressions and vocal speech characteristics of the users. First, we performed thorough statistical analysis to identify the most significant facial- and speech-related features for QoE estimation, which we extracted from the participants' audio-video data collected during a subjective assessment. Second, we trained individual QoE estimation machine learning-based models on the separated facial and speech datasets. Finally, we employed data fusion techniques to combine the facial and speech datasets into a single dataset to enhance the QoE estimation performance due to the integrated knowledge provided by the fusion of facial and speech features. The obtained results demonstrate that the data fusion technique based on the Improved Centered Kernel Alignment (ICKA) allows for reaching a mean QoE estimation accuracy of 0.93, whereas the values of 0.78 and 0.86 are reached when using only facial or speech features, respectively.", - "output": "Communication", + "input": "Abstract: Within the framework of achieving carbon peak and neutrality, studying the measurement and spatial correlation network of water environmental efficiency (WEE) is beneficial for protecting the water environment and strengthening the coordinated development between regions. This study quantifies WEE under carbon emission constraints in three major urban agglomerations in the Yangtze River Basin. Employing a modified gravity model paired with social network analysis (SNA) method, we establish a spatial correlation network. Furthermore, we explore the determinants of the spatial correlation network using Quadratic Assignment Procedure (QAP) model. The research findings indicate that: (1) WEE exhibits fluctuations and increases, illustrating a trend of 'high on both sides and low in the middle.' (2) The spatial connection of WEE is tightening, demonstrating significant spatial spillover effects. Compared to Chengdu-Chongqing and the Midstream, the Yangtze River Delta has transitioned from a 'dual-core' setup to a multicentric network, which is more stable and showcases tighter interconnections. (3) Urbanization, population density, industrial transformation, and technological innovation emerge as the primary influencing factors of the spatial correlation network, displaying both temporal and regional heterogeneity. This study provides a theoretical framework and empirical support for water environmental protection and offers insights for policy-making towards green sustainable development.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Previous studies on attrition from MD-PhD programs have shown that students who self-identify as Black are more likely to withdraw before graduating than Hispanic students and students not from groups underrepresented in medicine (non-UIM). Here, we analyzed data collected for the National MD-PhD Program Outcomes Study, a national effort to track the careers of over 10,000 individuals who have graduated from MD-PhD programs over the past 60 years. On average, Black trainees took slightly longer to graduate, were less likely to choose careers in academia, and were more likely to enter nonacademic clinical practice; although, none of these differences were large. Black graduates were also more likely to choose careers in surgery or internal medicine, or entirely forego residency, and less likely to choose pediatrics, pathology, or neurology. Among those in academia, average research effort rates self-reported by Black, Hispanic, and non-UIM alumni were indistinguishable, as were rates of obtaining research grants and mentored training awards. However, the proportion of Black and Hispanic alumni who reported having NIH research grants was lower than that of non-UIM alumni, and the NIH career development to research project grant (K-to-R) conversion rate was lower for Black alumni. We propose that the reasons for these differences reflect experiences before, during, and after training and, therefore, conclude with action items that address each of these stages.", - "output": "Education", + "input": "Abstract: Turbine blades recovered from the Apollo Saturn V rocket F-1 engines were examined to determine an appropriate conservation protocol. Significant corrosion damage was observed in the turbine blades which appear to be made of a nickel based gamma-gamma ' superalloy. Pitting corrosion appears to have breached the surface of the turbine blades, and subsequently a form of dealloying corrosion preferentially attacked the gamma ' phase. This corrosion left behind a thin network of interconnected gamma phase, causing a severe loss of density of the blades and fragility of the blades. The particular alloy used for these turbine blades does not appear to be a known production alloy and may have been developed specifically for use in the F-1 rocket engines, with an increased concentration of refractory (Mo, Nb) elemental additions. The analytical results helped conservators determine a suitable treatment protocol for more than 400 blades and 100 fragments from four recovered turbines.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Our image of the Roman landscape of Istria is characterised by large-scale centuriation and architectural remains of Roman villae. Detection and mapping of other, less dramatic landscape features require systematic large-scale prospection, but this faces significant difficulties in the Mediterranean environment. However, the developments in the field of airborne laser scanning offer the possibility to create archaeologically usable digital terrain models under water and under very dense and low maquis vegetation. This paper reports on the use of terrain models created using a green laser and a sophisticated archaeologically driven ground point filtering strategy. Combined with archaeological aerial photo interpretation, this provides the means for landscape mapping and interpretation that has revealed a wealth of archaeological structures hinting at Roman agricultural practices and landscape. Our case study is based on a laser scan of about 24 km2 of land and underwater terrain in Medulin Bay. Processed, visualised and interpreted for archaeological purposes, the data reveal not only features ranging from prehistoric hilltop settlements to modern military installations but also features a complex picture of the Roman land use. Of particular interest is the large number of planting pits, which extend over a total length of 4 km. They were laid on a regular grid of approximately 35 x 35 m, sometimes combined in contiguous parcels. They can be interpreted as remains of orchards or tree nurseries of Roman date, and the paper examines also the question of whether they can be linked to the associated Roman estates. The case study area presented here shows that the potential of remote sensing methods goes far beyond the mere finding of traditional sites but can open up new landscape-scale perspectives on regions that have been archaeologically little explored.", - "output": "Archaeology", + "input": "Abstract: It is more than thirty years since Ayatollah Khomeini, the supreme leader of Iran, issued a fatwa (religious decree) calling for the execution of the British-Indian novelist Salman Rushdie, whose third novel, The Satanic Verses, was published in 1988. But the 'Rushdie Affair' has yet to be subject to a sustained analysis by historians. Journalists and political scientists continue to focus on the fatwa, despite the fact the protests against the novel in Britain - where The Satanic Verses is primarily set - predated Khomeini's decree by two months. This article fills this lacuna by shifting attention onto the emergence of the campaign against The Satanic Verses in Britain and in Bradford especially, where a copy of Rushdie's 'blasphemous' novel was infamously burnt by Muslim protestors. It shows how an earlier set of campaigns fought in Bradford by Muslim activists paved the way for the city to become a key site of protest against both Rushdie and his novel. The protests that greeted The Satanic Verses were shaped by the contradictory nature of Britain's emergence as a multicultural society, I argue, and the political complexities thrown up by the hybridized milieu Rushdie had sought to use his fiction to evoke.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We report recent observations using a synchrotron X-ray micro-beam to retrieve images from tarnished 19th century daguerreotypes. We confirm that high quality image can always be retrieved from tarnished plates using Hg L alpha XRF as long as the bulk of the image particles and their distribution remains intact. We also report results from using tunable tender X-rays (2 - 7 keV) to conduct imaging in high vacuum at energy above the Ag L-edge and the Hg M-edge, extracting images using Ag L alpha and Hg M alpha, respectively among others (e.g., S to track corrosion). Images obtained with the surface sensitive total electron yield (TEY) and the bulk sensitive fluorescence yield (FLY) as well as corresponding micro-XANES are reported. Flux tolerance to high intensity X-beam is also explored. These results and their implications for cultural heritage research are discussed. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", - "output": "Archaeology", + "input": "Abstract: INTRODUCTION: People with substance use disorder (SUD) deal with stigmatization in various areas of life, including healthcare system. In this study, we investigated the attitudes of final-year medical students towards SUD people and attempted to understand their influence.METHODS: We conducted a two-stage cluster analysis (hierarchical ascending classification followed by K-means clustering) based on the beSAAS. We administrated this 23-item questionnaire to 923 final-year medical students in Belgium (response rate=71,1%). Sociodemographic characteristics were compared between the clusters.RESULTS: Four clusters of students with specific characteristics were identified in this study. The first, The Inclusives (including 27,9% of respondents) had the least negative attitudes; they wanted to specialize mainly in psychiatry and gynecology. The second, The Centrists (23,6%) consisted mainly of male students. They had many private and professional experiences with substance use and considered themselves less healthy than others did. Most wanted to specialize in pediatrics and general practice. Their attitudes were slightly negative towards people with SUD. The third, The Moralists (27,6%), were mainly older, from non-European countries, had the least experience with substance use (or contact mainly in hospitals), had the less high mother's level of education and reported excellent health. They were heading toward other specialties. They had the most stereotypes and moralism, and less treatment optimism. The fourth, The Specialist care-oriented (20,8%), were the most in favor of specialized treatment. This group had a higher proportion of Belgian, females, and students who had specific contact with this population. They especially intended to specialize in internal medicine.CONCLUSION: This study revealed 4 profiles of medical students with different attitudes towards SUD people. The Moralists, including more than a quarter of the respondents, were characterized by strong stereotypes and moralism and little treatment optimism. These clusters could contribute to the design of a learner-centered program aimed at addressing stigma within the main curriculum.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Between the years 2013-2016, the artist & Idot;z & Ouml;ztat created four distinct bodies of work, all of which engaged aspects of water. This period was marked in Turkey by the heightened tensions around the neoliberal (re)distribution of public space and public resources, which escalated in the aftermath of the Gezi Park Protests of 2013. In this article, the author argues that, beyond its immediate critique of contemporary capitalist appropriation, & Ouml;ztat's engagement with water builds relations across time, space, and species to recall histories of the Armenian Genocide, challenging the denials of official historiography. By tapping into the linguistic, cultural, and material imaginaries of water, and learning from the present-day water protection movements, & Ouml;ztat engages the diverse histories carried across waterways. Water becomes a nexus through which the artist locates and articulates the physical and epistemic violence of modernity, particularly as it indexes community, conscience, and ecology from the late 19th century to the present.", - "output": "Art", + "input": "Abstract: BACKGROUND: The relation of cardiorespiratory fitness (CRF) to lifestyle behaviors and factors linked with cardiovascular health remains unclear. We aimed to understand how the American Heart Association's Life's Essential 8 (LE8) score (and its changes over time) relate to CRF and complementary exercise measures in community-dwelling adults.METHODS AND RESULTS: Framingham Heart Study (FHS) participants underwent maximum effort cardiopulmonary exercise testing for direct quantification of peak oxygen uptake (VO2). A 100-point LE8 score was constructed as the average across 8 factors: diet, physical activity, nicotine exposure, sleep, body mass index, lipids, blood glucose, and blood pressure. We related total LE8 score, score components, and change in LE8 score over 8years with peak VO2 (log-transformed) and complementary CRF measures. In age- and sex-adjusted linear models (N=1838, age 54\u00b19years, 54% women, LE8 score 76\u00b112), a higher LE8 score was associated favorably with peak VO2, ventilatory efficiency, resting heart rate, and blood pressure response to exercise (all P<0.0001). A clinically meaningful 5-point higher LE8 score was associated with a 6.0% greater peak VO2 (1.4 mL/kg per minute at sample mean). All LE8 components were significantly associated with peak VO2 in models adjusted for age and sex, but blood lipids, diet, and sleep health were no longer statistically significant after adjustment for all LE8 components. Over an 8-year interval, a 5-unit increase in LE8 score was associated with a 3.7% higher peak VO2 (P<0.0001).CONCLUSIONS: Higher LE8 score and improvement in LE8 over time was associated with greater CRF, highlighting the importance of the LE8 factors in maintaining CRF.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The transition of Agri-Food Supply Chains (AFSC) toward sustainable patterns able to secure safe, quality, and affordable food whilst preserving natural and anthropogenic ecosystems is a key challenge of this century. Increasing production and distribution operations' transparency and impact visibility uncovers hidden complexities and the food ecosystem's externalities. To this attempt, this paper introduces a novel Agri-Food Supply Chain digital twin (AFSC-DT) able to virtualize the agricultural, processing, warehousing, and distribution operations holistically from-field-to-consumer and estimate economic, logistic, environmental, safety, and nutritional indicators associated with any food order, assumed as the functional unit. The AFSC-DT behaves as a control tower, providing a multi-dimensional dashboard of indicators and labels to enhance practitioners' and consumers' knowledge of FSC entities and operations. The practitioner's visibility drives top-down operational and tactical feedback controls through real-time monitoring and a-posteriori multi-dimensional performance analysis, whilst consumers, with their informed choices, perform a strategic bottom-up pressure on the food industry toward a sustainable redesign. A what-if simulation analysis conducted over four virtual scenarios within a regional horticultural AFSC proves how the AFSC-DT aids informed decision-making across the AFSC echelons, stimulating a virtuous cycle and favoring a progressive transition toward more sustainable patterns.", - "output": "Geography", + "input": "Abstract: Understanding the conservation condition of historical silk yarn allows to define appropriate storage, care and display of historical silk collections. This paper discusses the characterisation of silk fabrics from a collection of traditional Japanese samurai armours which date back from the 16th to the 20th century (Morigi Collection, Museo delle Culture, Lugano, Switzerland). An analytical protocol to assess silk fabrics conditions was defined, based on microinvasive ATR-FTIR spectroscopy. In particular, the amide I and II region was studied in order to extrapolate the conformational information about silk proteins. According to literature, this kind of information can be related to different degradation stages. A linear correlation was found between the amide I and the amide II shifts, allowing to assess the silk fibre condition. Along with this bivariate approach based on intensity ratios, a multivariate approach based on Principal Component Analysis was also applied to ATR-FTIR spectra. This allowed to group together silks with the same state of preservation. The findings of this research offer a valuable method to researchers and conservators to identify the most damaged textiles; the differentiation between original and restoration materials was also possible in some cases. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Lossless and near-lossless image compression is of paramount importance to professional users in many technical fields, such as medicine, remote sensing, precision engineering and scientific research. But despite rapidly growing research interests in learning-based image compression, no published method offers both lossless and near-lossless modes. In this paper, we propose a unified and powerful deep lossy plus residual (DLPR) coding framework for both lossless and near-lossless image compression. In the lossless mode, the DLPR coding system first performs lossy compression and then lossless coding of residuals. We solve the joint lossy and residual compression problem in the approach of VAEs, and add autoregressive context modeling of the residuals to enhance lossless compression performance. In the near-lossless mode, we quantize the original residuals to satisfy a given l(infinity) error bound, and propose a scalable near-lossless compression scheme that works for variable l(infinity) bounds instead of training multiple networks. To expedite the DLPR coding, we increase the degree of algorithm parallelization by a novel design of coding context, and accelerate the entropy coding with adaptive residual interval. Experimental results demonstrate that the DLPR coding system achieves both the state-of-the-art lossless and near-lossless image compression performance with competitive coding speed.", - "output": "Communication", + "input": "Abstract: According to the causal-historical theory of reference, natural kind terms refer in virtue of complicated causal relations the speakers have to their environment. A common objection to the theory is that purely causal relations are insufficient to fix reference in a determinate fashion. The so-called hybrid view holds that what is also needed for successful fixing are true descriptions associated in the mind of the speaker with the referent. The main claim of this paper is that the objection fails: reference fixing of natural kind terms can be purely causal. The main argument draws inspiration from recent theoretical advances made in metaphysics of kinds by Marion Godman, Antonella Mallozzi, and David Papineau. The main claim is that their notion of super-explanatory properties may explain how reference of many kind terms can be fixed purely causally.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: During the last years, Electric Vehicles (EV) have disrupted the transport market and are considered a key enabler towards economy -wide decarbonization. However, a high penetration of distributed energy resources on a residential level, such as EV, are expected to increase domestic demand and put a further stress on the operation of power distribution networks. This paper aims at suggesting real-time EV charging strategies based on Deep Reinforcement Learning (DRL). The end -users can select among different policy profiles, namely cost savingsor user -oriented, depending on their personal optimization goals. Historical daily EV charging data from residential EV owners in Austin, Texas, USA have been analyzed to create user -specific tendencies based on the day of the week (weekday/weekend). The extracted end -user charging tendencies are combined with electricity consumption cost, solar PV self -consumption and EV battery constraints, including the number of daily charging activations. Experimental results on 6 different households show that the proposed Deep QNetwork (DQN) EV charging policies manage to reduce daily electricity costs by up to 49.83% when following a user-orientedenergy policy while being able to charge up to 86.22% of the time in time periods that are consistent with users' historical charging patterns.", - "output": "Law", + "input": "Abstract: BACKGROUND: The effect of glycated hemoglobin (HbA1c) variability on adverse outcomes in patients with heart failure (HF) is unclear. We aim to investigate the predictive value of HbA1c variability on the risks of all-cause death and HF rehospitalization in patients with HF irrespective of their diabetic status.METHODS AND RESULTS: Using a previously validated territory-wide clinical data registry, HbA1c variability was assessed by average successive variability (ASV) or SD of all HbA1c measurements after HF diagnosis. Multivariable Cox proportional hazards models were used to estimate the adjusted hazard ratio (HR) and its corresponding 95% CI. A total of 65950 patients with HF were included in the study. Over a median follow-up of 6.7 (interquartile range, 4.0-10.6) years, 34508 patients died and 52446 required HF rehospitalization. Every unit increment of variability in HbA1c was significantly associated with higher HF rehospitalization (HR ASV, 1.20 [95% CI, 1.18-1.23]) and all-cause death (HR ASV, 1.50 [95% CI, 1.47-1.53]). Diabetes significantly modified the association between HbA1c variability and outcomes (Pinteraction<0.001). HbA1c variability in patients with HF without diabetes conferred a higher risk of rehospitalization (HR ASV, 1.92 [95% CI, 1.70-2.17] versus HR ASV, 1.19 [95% CI, 1.17-1.21]), and all-cause death (HR ASV, 3.90 [95% CI, 3.31-4.61] versus HR ASV, 1.47 [95% CI, 1.43-1.50] compared with patients with diabetes).CONCLUSIONS: HbA1c variability is significantly associated with greater risk of rehospitalization and all-cause death in patients with HF, irrespective of their diabetic status. These observations were more pronounced in patients with HF without diabetes.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The steam generators (SGs) of CANadian Deuterium Uranium nuclear reactors require periodic inspections to ensure their safe operation. Eddy current (EC) testing is the primary method by which the SG tubes are inspected. Many conditions in the SG tubes affect the EC response, such as fretting, pitting, cracking, as well as tube expansion, and the presence of tubesheet and support structures. When two or more of these parameters overlap, the EC signals from degradation induced wall losses are frequently difficult to interpret because these wall loss signals are often distorted due to interference with background signal variations. In this paper, a novel analytical model that describes the impedance of a bobbin coil with a plate encircling an arbitrary number of cylindrical conductors is developed. The model is validated against finite element method modelling and experiment. This model can be used to simulate the main probe response, while inspecting SG tubes near the tubesheet and support structures and thereby, provides the potential to separate out smaller flaw responses.", - "output": "Economics", + "input": "Abstract: The tragic fire of Notre -Dame Cathedral in Paris on April 15th 2019 has provided researchers with a wide variety of materials to study. The condition of the framework remains does not allow any reuse, which creates an unprecedented opportunity to study the charred pieces of the frame: about 10,0 0 0 for the highest estimates. But upstream from the wooden items study, an inventory is required to establish methods that are consistent with the potential of the charred remains of the cathedral's framework. The purpose of this article is therefore to present the problems raised, the methods applied, the potential of the remains of the n-dame's frame - so called the forest - and the first results. (c) 2022 Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The COVID-19 pandemic has prompted a rapid shift to online teaching, placing unprecedented demands on educators' physical and mental well-being. However, the relationship between English as a Foreign Language (EFL) teachers' physical activity, emotion regulation, and competence for online teaching remains underexplored.OBJECTIVES: This study aimed to investigate the interplay between EFL teachers' physical activity, emotion regulation strategies, and competence for online teaching.RESULTS: Structural equation modeling revealed significant direct and indirect effects, indicating that physical activity positively influences emotion regulation, which, in turn, enhances teachers' competence for online instruction. Furthermore, emotion regulation was found to mediate the relationship between physical activity and online teaching competence.CONCLUSIONS: These findings underscore the importance of promoting physical activity among EFL teachers as a means to enhance their emotion regulation skills and competence for online teaching, particularly in the context of the COVID-19 pandemic.IMPLICATIONS: The study highlights the need for targeted interventions aimed at supporting EFL teachers' well-being and professional development, with implications for educational policies, teacher training programs, and institutional support structures in the digital learning landscape.", + "input": "Abstract: Ptychography, a prevalent imaging technique in fields such as biology and optics, poses substantial challenges in its reconstruction process, characterized by nonconvexity and large-scale requirements. This paper presents a novel approach by introducing a class of variational models that incorporate the weighted difference of anisotropic-isotropic total variation. This formulation enables the handling of measurements corrupted by Gaussian or Poisson noise, effectively addressing the nonconvex challenge. To tackle the large-scale nature of the problem, we propose an efficient stochastic alternating direction method of multipliers, which guarantees convergence under mild conditions. Numerical experiments validate the superiority of our approach by demonstrating its capability to successfully reconstruct complex-valued images, especially in recovering the phase components even in the presence of highly corrupted measurements.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In recent years, the proliferation of Massive Open Online Courses (MOOC) platforms on a global scale has been remarkable. Learners can now meet their learning demands with the help of MOOC. However, learners might not understand the course material well if they have access to a lot of information due to their inadequate expertise and cognitive ability. Personalized Recommender Systems (RSs), a cutting-edge technology, can assist in addressing this issue. It greatly increases resource acquisition through personalized availability for various people of all ages. Intelligent learning methods, such as machine learning and Reinforcement Learning (RL) can be used in RS challenges. However, machine learning needs supervised data and classical RL is not suitable for multi-task recommendations in online learning platforms. To address these challenges, the proposed framework integrates a Deep Reinforcement Learning (DRL) and multi-agent approach. This adaptive system personalizes the learning experience by considering key factors such as learner sentiments, learning style, preferences, competency, and adaptive difficulty levels. We formulate the interactive RS problem using a DRL-based Actor-Critic model named DRR, treating recommendations as a sequential decision-making process. The DRR enables the system to provide top-N course recommendations and personalized learning paths, enriching the student's experience. Extensive experiments on a MOOC dataset such as the 100K Coursera course review validate the proposed DRR model, demonstrating its superiority over baseline models in major evaluation metrics for long-term recommendations. The outcomes of this research contribute to the field of e-learning technology, guiding the design and implementation of course RSs, to facilitate personalized and relevant recommendations for online learning students.", - "output": "Education", + "input": "Abstract: Over the last decade, there has been an increase in civil compensation claims for sexual violence in the United Kingdom (UK). Given that trauma-informed approaches have been called for in relation to legal responses to sexual violence, we put forward seven key principles of trauma-informed lawyering in this context and draw on interviews with UK-based civil lawyers who represented sexual violence survivors to explore the extent to which trauma-informed work is taking place. While we found that our sample of lawyers typically had a very good knowledge of sexual violence and the trauma that it can cause, there was less certainty about how to accommodate the impacts in practice. Moreover, there was a tendency to prioritize individual healing and medicalize a form of social injustice. We conclude by emphasizing the need for legal training and education on a trauma-informed approach that accounts for the social and political dimensions of sexual violence and trauma.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The psychology of vaccination behaviour explains how thoughts and feelings influence people's willingness to receive vaccines. Understanding vaccination behaviour is crucial to successfully managing vaccination campaigns.AIM: Investigating factors associated with immunisation stress among students at Mohammed First University.SETTING: This study was conducted on students at Mohammed First University institutions.METHODS: This study is a descriptive and analytical cross-sectional study. It was conducted on 305 students at Mohammed First University institutions using a 90-item questionnaire.RESULTS: Three hundred and five participants have been included in this survey. Overall, 65.5% of the students in our sample had a positive perception towards COVID-19 vaccines. Nevertheless, 34.5% had a negative opinion regarding immunisation. According to the analysis of perceived stress scale, 40% (n = 122) of students expressed moderate to high stress regarding vaccination. Students with a negative perception of vaccine showed a higher level of stress than those with a positive one. Stressed students tended to be older than others, coming from other institutions, other than the medical faculty, and were renting alone. Vaccine accessibility was the less significant reason associated with stress regarding vaccination. Moreover, participants with high levels of confidence in social media, exhibited higher stress. Nevertheless, those who believed in scientific journals were significantly less stressed.CONCLUSION: These results reflect a positive perception and acceptance of vaccines, with a considerable level of stress regarding vaccination.Contribution: This study suggests emphasising the mental health of Moroccan young adults, to better sensitise and inform them about immunisation.", - "output": "Education", + "input": "Abstract: This article suggests a new interpretative framework for Article 27(2) of the Fourth Geneva Convention, which prohibits sexual violence against women in armed conflict. One specific aspect of this norm is particularly controversial: the notion of 'honour' has often been criticised as an obsolete concept linked to an outdated view of female morality. In the absence of a definition of the term, this article examines whether the gendered limitations of the norm can be overcome and the extent to which an evolutive interpretation of the concept is feasible. It argues that the concept of 'honour' can be treated as a generic term that is subject to evolutive interpretation, allowing for a renewed and gender-sensitive understanding to be developed, aligned with the concept of human dignity.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper addresses the preservation approach chosen for a selected group of born-digital artworks connected to the web, here categorized under the term internet art. The three first cases that are part of the project Infrastructuur Duurzame Toegankelijkheid Digitale Kunst (Collaborative Infrastructure for Sustainable Access to Digital Art) researched by LIMA (a platform for media art based in Amsterdam) focused on how to analyse internet artworks. This case study-based research was conducted in collaboration with 16 collecting institutions based in The Netherlands. The growing number of internet artworks in collections has pushed the development of preservation initiatives that consider these works' fleeting nature, a consequence of their technical build and time-sensitive characteristics. The project aims to produce and share knowledge for these artworks' preservation and overall sustainability while making it available for other similar works. This paper addresses the research steps while assessing its rationale and utility. It starts by describing the case study and assesses how the methodology serves conservation standards. The paper documents an overall evaluation of methods and results, pointing out the applicability and practical relevance of this initiative, here evaluated with positive conclusions. This paper fits the project's mission concerning knowledge sharing and raising awareness for the preservation of internet artworks and is authored by a short-term PhD fellow at LIMA.", - "output": "Art", + "input": "Abstract: Action segmentation task is an important approach for understanding the actions from the video. Most of the conventional action recognition tasks can recognize only a single action from a given input video, thus we need to input a pre -trimmed video containing only one type of action. In contrast, temporal action segmentation (TAS) aims to segment a temporally untrimmed video sequence by time. Consequently, it has wider application prospects in various fields. Previously proposed TAS-based methods use only RGB color video as input to segment the actions, but RGB video is not robust against diverse backgrounds. Whereas skeleton -based features are more resilient as they do not incorporate any background information but there has been limited research exploring this feature modality. To this end, we propose a motion -aware and temporal -enhanced spatial- temporal graph convolutional network for the skeleton -based human action segmentation. Our framework contains a motion -aware module, multi -scale temporal convolutional network, temporal -enhanced graph convolutional network module and a refinement module. Our method can efficiently capture the motion information and long-range dependencies using skeleton features while improving temporal modeling. We have conducted experiments using four publicly available datasets to demonstrate the effectiveness of our introduced method. The code is available at https://github.com/11yxk/openpack.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As plastic waste continues to accumulate in natural environments, the impact of aged microplastics (MPs) on soil ecosystems is increasingly becoming a matter of global concern. However, the effects of aged MPs on the stability of water-stable soil aggregates have not been clearly elucidated. Therefore, we investigated the influence of two types of aged MPs, namely, polystyrene and polypropylene, on soil aggregate stability. We found that MPs have a notable effect on the fundamental structural units of soil aggregates, including organic matter and microorganisms. Consequently, reducing the structural stability of soil aggregates by disrupting the bonding mechanisms of soil particles affects the erosion resistance of coarse aggregates. Furthermore, we investigated the coupled effects of soil electric field-MPs on aggregate stability. The results showed that the critical potential for aggregate explosive fragmentation corresponds to an electric field intensity at an electrolyte concentration of 10-2 mol\u00b7L-1. In this study, we have clarified the primary factors through which MPs affect the stability of water-stable soil aggregates, providing new insights for a more accurate assessment of the impact of MPs on soil aggregates.", - "output": "Economics", + "input": "Abstract: This article examines Middle and Late Preclassic period ritual activity and caches discovered in the Central E Group complex at the ancient Maya site of Cival, which is located in northeastern Peten, Guatemala. It focuses on a series of excavations conducted in 2013 and 2014 at Structure 9, the E Group's western radial pyramid and uses theories of social memory and sacred place to provide insight into the recently discovered caches, termination rituals, and the deliberate destruction of architectural features found there. It also draws on previous ritual activity conducted in the Central E Group plaza and the site's broader history to obtain a more comprehensive understanding of the role of this complex as a sacred place and hub of memory at Cival for more than 1,000 years.Este articulo examina la actividad ritual del periodo Preclasico Medio y Tardio de los escondites descubiertos en el complejo del Grupo Tipo-E Central en el antiguo sitio Maya de Cival, que se encuentra en el noreste de Peten, Guatemala. Haciendo enfasis en una serie de excavaciones realizadas entre los anos 2013 y 2014 en la Estructura 9, que es la Piramide radial al oeste del Grupo. Las teorias de la memoria social y el lugar sagrado son aplicadas para dar una idea de los hallazgos mencionados recientemente, los rituales de terminacion y la destruccion deliberada de las caracteristicas arquitectonicas que se encuentran en dicha estructura. Tambien se basa en la actividad ritual realizada anteriormente en la plaza del mismo complejo para obtener una comprension mas amplia y completa de su historia y del papel de este grupo como lugar sagrado y centro de la memoria en Cival durante mas de 1000 anos.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A novel three-dimensional mechanical metamaterial with low frequency bandgaps and negative Poisson's ratio is designed, consisting of a conventional three-dimensional reentrant structure and periodic resonators, with the aim of achieving vibration isolation and impact mitigation. The bandgap characteristic of the proposed metamaterial is determined computationally, and its dispersion diagram exhibits both partial bandgaps and a complete bandgap within a frequency band of interest. The mechanism for bandgap occurrence is characterised as the local resonance of ligaments and resonators, according to a vibration mode analysis. The wave attenuation capacity of the proposed metamaterial is derived numerically and experimentally from semi-infinite and finite-size metamaterial models, showing a good agreement with the predicted bandgap. Additionally, a thorough study on the design flexibility indicates that the bandgap characteristic can be directly tailored by changing the geometrical parameters of the proposed metamaterial. This allows further optimisation of the metamaterial for potential applications. The dynamic performance of the proposed metamaterial under an impact load is investigated by a finite element model. This demonstrates that the metamaterial reduces the transmitted force by a factor of 1.6 (for peak value) and 2.0 (for root mean square value) under a pulse impact with a duration of 0.88 ms. The impact mitigation result obtained from the impact test confirms that the metamaterial shows a mitigation capacity which is approximately 20% better than that of the conventional reentrant structure.", - "output": "Economics", + "input": "Abstract: BackgroundPeople with intellectual and developmental disabilities are among the most underserved in an inequitable healthcare system.MethodsUsing Arksey and O'Malley's methodology and a social determinants of health framework, we conducted a scoping review of literature on the state of practice in education of healthcare professionals in the health and healthcare needs of this population.ResultsSearches found 4948 articles, with 182 included in the final review. Themes identified included gaps of not being informed by workforce needs, continued use of the medical model of care, not addressing intersectionality with racial/ethnic and other discriminations, and lack of involvement of the population in developing/evaluating programs and promising trends of development of competency-based interprofessional programs with experiential learning.ConclusionWe provide recommendations for best practices in a concerted effort to educate a healthcare workforce equipped with the knowledge and skills to address the health needs of this population.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objective. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a sensitive tool for assessing breast cancer by analyzing tumor blood flow, but it requires gadolinium-based contrast agents, which carry risks such as brain retention and astrocyte migration. Contrast-free MRI is thus preferable for patients with renal impairment or who are pregnant. This study aimed to investigate the feasibility of generating contrast-enhanced MR images from precontrast images and to evaluate the potential use of synthetic images in diagnosing breast cancer. Approach. This retrospective study included 322 women with invasive breast cancer who underwent preoperative DCE-MRI. A generative adversarial network (GAN) based postcontrast image synthesis (GANPIS) model with perceptual loss was proposed to generate contrast-enhanced MR images from precontrast images. The quality of the synthesized images was evaluated using the peak signal-to-noise ratio (PSNR) and structural similarity (SSIM). The diagnostic performance of the generated images was assessed using a convolutional neural network to predict Ki-67, luminal A and histological grade with the area under the receiver operating characteristic curve (AUC). The patients were divided into training (n = 200), validation (n = 60), and testing sets (n = 62). Main results. Quantitative analysis revealed strong agreement between the generated and real postcontrast images in the test set, with PSNR and SSIM values of 36.210 +/- 2.670 and 0.988 +/- 0.006, respectively. The generated postcontrast images achieved AUCs of 0.918 +/- 0.018, 0.842 +/- 0.028 and 0.815 +/- 0.019 for predicting the Ki-67 expression level, histological grade, and luminal A subtype, respectively. These results showed a significant improvement compared to the use of precontrast images alone, which achieved AUCs of 0.764 +/- 0.031, 0.741 +/- 0.035, and 0.797 +/- 0.021, respectively. Significance. This study proposed a GAN-based MR image synthesis method for breast cancer that aims to generate postcontrast images from precontrast images, allowing the use of contrast-free images to simulate kinetic features for improved diagnosis.", + "input": "Abstract: The ever-increasing demand for data traffic in recent decades has pushed network operators to give importance to the aspect of infrastructure control to facilitate its scalability and maximize its capacity. A generic lightpath (LP) is deployed starting from a traffic request between a given pair of nodes in a network. LPs are operated in the network based on an estimate of the quality of transmission (QoT), which is derived from the physical layer characteristics of a selected route. Regardless of the model used to estimate QoT, it is necessary to calibrate the model to maximize its accuracy and define minimum design margins. The model calibration process depends significantly on the type of data that can be collected in the field (i.e., type of metric, resolution) and therefore on the available monitoring devices. In this work, a systematic evaluation of the QoT estimation is carried out on a multi-span erbium-doped-fiber-amplified optical line system (OLS) using in the first case only total power monitors and in the second experimentally emulating optical channel monitors (OCMs). Given the type of monitoring devices available, three different physical models are calibrated, and six optimization methods are used to define the optimal configuration of the target gain and tilt parameters of the optical amplifiers, jointly optimizing the working point of all amplifiers (global approach) or proceeding span by span (local approach). Subsequently, the OLS was set in each configuration obtained, and the generalized signal-to-noise ratio (GSNR) profile was measured at the end. (c) 2024 Optica Publishing Group", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Analyzing urban pattern dynamics based on construction projects, we classify them into three types - infilling, fringe, and leapfrogging, and focus on the role of leapfrogging projects as seeds for new developments, leading to uncontrolled urban sprawl. To study the leapfrogging phenomenon, we investigate the sprawl of three Israeli cities - Netanya, Haifa, and Safed over 54 years from 1964 to 2018 and conduct a country-wide analysis of the urban sprawl of all 66 Israeli municipalities between 2013 and 2018. Our analysis is based on a country-wide GIS database of roads, buildings, other infrastructure elements, and development plans, as well as high-resolution aerial photos covering the investigated areas and periods. We uncover and characterize a positive feedback mechanism of rapid leapfrogging developments that attract further developments in their proximity and emphasize the potential of leapfrogging development to force divergence from statutory development plans.", - "output": "Law", + "input": "Abstract: In this paper we study 500 years of African economic history using traveller accounts. We systematically collected 2464 unique documents, of which 855 pass language and rigorous data quality requirements. Our final corpus of texts contains more than 230 000 pages. Analysing such a corpus is an insurmountable task for traditional historians and would probably take a lifetime's work. Applying modern day computational linguistic techniques such as a structural topic model approach (STM) in combination with domain knowledge of African economic history, we analyse how first-hand accounts (topics) evolve across space and time. Apart from obvious accounts of climate, geography, and zoology, we find topics around imperialism, diplomacy, conflict, trade/commerce, health/medicine, evangelization, and many more topics of interest to scholarship. We illustrate how this novel database and text analysis can be employed in three applications (1) What views are introduced by travellers as a result of their occupational background? (2) Did the adoption of quinine as treatment and prophylaxis against malaria facilitate European expansion into Africa? (3) When and how did the diffusion of New World crops alter the African economic landscape?", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Congenital heart disease (CHD) is the most prevalent congenital malformation worldwide, and the association between per- and polyfluoroalkyl substances (PFASs) exposure and CHD in population has only received limited study. Therefore, we conducted a multicenter case-control study to explore the associations between prenatal exposure to individual PFASs, and also a PFAS mixture, and CHD risk, including 185 CHDs and 247 controls in China from 2016 to 2021. Thirteen PFASs in maternal plasma were quantified using liquid chromatography-tandem mass spectrometry. Logistic regression and two multipollutant models (Bayesian kernel machine regression [BKMR] and quantile g-computation [qgcomp]) were used to assess the potential associations between any individual PFAS, and also a PFAS mixture, and CHD risk. After adjusting for potential confounders, logistic regression indicated significant associations between elevated levels of perfluorononanoic acid (odds ratio [OR]= 1.30, 95% confidence intervals [CI]: 1.07-1.58), perfluorodecanoic acid (OR=2.07, 95%CI: 1.32-3.26), and perfluoroundecanoic acid (OR=2.86, 95%CI:1.45-5.65) and CHD risk. The BKMR model and qgcomp approach identified that a significant positive association between the PFAS mixture and risk for CHD. These findings provide essential evidence that there is indeed a health crisis associated with PFASs and that it is linked to CHD.", - "output": "Economics", + "input": "Abstract: This comparative, mixed-methods study explores various definitions of Israel Studies as a discipline through their manifestations in library and archival collections. A survey and a follow-up interview with collection curators provide a glimpse into library operations and demonstrate their dependency on Jewish Studies across the board. Collection strengths, extensiveness, and uniqueness are shaped not by the presence of an on-campus Israel Studies center, but rather by individual curators guided by their own proactive approach to collection building. The article includes an annotated list of over 120 distinctive collections, among which we uncover several hidden collections. Taken together, our article illustrates the need for better communication between Israel Studies' scholarly and information communities.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Aflatoxins from the fungus Aspergillus flavus (A. flavus) that contaminate stored peanuts is a major hazard to human health worldwide. Reducing A. flavus in soil can decrease the risk of aflatoxins in stored peanuts. In this experiment, we determined whether peanuts grown on soil fumigated with dazomet (DZ), metham sodium (MS), allyl isothiocyanate (AITC), chloropicrin (PIC) or dimethyl disulfide (DMDS) would reduce of the quantity of A. flavus and its toxin's presence. The results of bioassays and field tests showed that PIC was the most effective fumigant for preventing and controlling A. flavus, followed by MS. PIC and MS applied to the soil for 14 d resulted in LD50 values against A. flavus of 3.558 and 4.893mgkg-1, respectively, leading to almost 100% and 98.82% effectiveness of A. flavus, respectively. Peanuts harvested from fumigated soil and then stored for 60 d resulted in undetectable levels of aflatoxin B1 (AFB1) compared to unfumigated soil that contained 0.64ugkg-1 of AFB1, which suggested that soil fumigation can reduce the probability of aflatoxin contamination during peanut storage and showed the potential to increase the safety of peanuts consumed by humans. Further research is planned to determine the practical value of our research in commercial practice.", - "output": "Economics", + "input": "Abstract: This study explores the relationship between social withdrawal and problematic social media use among college students, with a focus on the mediating roles of alexithymia and negative body image. Using the University Student Social Withdrawal Questionnaire, Social Media Addiction Scale, Toronto Alexithymia Scale, and Negative Body Image Scale, 2582 college students (33.46% male, average age=19.46 years, SD=2.23) were surveyed. Social withdrawal, alexithymia, negative body image, and problematic social media use were significantly correlated with each other. Social withdrawal positively predicted problematic social media use, and both alexithymia and negative body image played a chain mediating role between social withdrawal and problematic social media use. The findings indicate that individual social withdrawal is associated with college students' problematic use of social media. The results suggest that alexithymia and negative body image may mediate this association, highlighting a potential pathway through which social withdrawal influences social media use patterns.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper is about the concept of semantically closed languages. Roughly speaking, those are languages which can name their own sentences and apply to them semantic predicates, such as the truth or satisfaction predicates. Hence, they are self-referential languages, in the sense that they are capable of producing sentences about themselves or other sentences in the same language. In section one, we introduce the concept informally; in section two, we provide the formal definition of first-order semantically closed languages, which is the Tarskian definition with some technical modifications. Then, we construct a semantic for this kind of language, and prove that the language is indeed semantically closed (according to Definition 1). Finally, we discuss whether the logic underlying the construction is classical, and future goals of this research.", + "input": "Abstract: The starting point of this paper is a clarification of the forms that hermeneutical injustice takes for bisexual individuals. While it is often thought that bisexuals do not need special protections or politics because they easily pass for straight and thus enjoy so-called hetero privilege, this precise situation is a source of oppression, silencing, erasure, and discrimination for many of them within both straight and gay environments. Bi-invisibility, bi-erasure, and persistent negative stereotypes contribute to specific forms of hermeneutical injustice for this segment of the population. Reflection on these forms, however, as well as reflection on bisexual identity, highlights some problematic aspects connected to the metaphor of hermeneutical gaps and the underlying theoretical model that are often used or assumed in research on epistemic injustice. With the aim of clarifying and responding to such difficulties, I introduce Wittgenstein's notion of hinges as a conceptual tool to better understand these phenomena. The case of bisexuality shows that seeing hermeneutical injustice in the light of the metaphor of hinges, instead of that of gaps, helps better grasp its features, its causes, and the forms that it can assume.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We investigated molecular evolution and spatiotemporal dynamics of atypical Legionella pneumophila serogroup 1 sequence type 1905 and determined its long-term persistence and linkage to human disease in dispersed locations, far beyond the large 2014 outbreak epicenter in Portugal. Our finding highlights the need for public health interventions to prevent further disease spread.", - "output": "History", + "input": "Abstract: A new archaeological research project analyses the history of Isla del Fraile (aguilas, Spain), a small island off the coast occupied since at least Roman times. Its isolation means that the sea has always conditioned its connectivity and relationship with land. Despite some underwater studies carried out in previous decades, its underwater surroundings, El Hornillo Bay, continue to be relatively unexplored. In parallel to the excavation work on the island's surface, an underwater survey was carried out in the area, which is known for its archaeological wealth. The objectives of this paper are to study the underwater contexts associated with the archaeological site, to determine whether there were any ports or anchorages and to analyse the phases of greatest activity in the bay between Antiquity and the Modern Age. New data are provided, and earlier finds, either previously unpublished or from private donations, are also reviewed. The findings are discussed and related to their local and interregional contexts. The main purpose is to offer a new contribution to the study of the maritime cultural landscape of the Western Mediterranean through a region underrepresented by research.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Evaluation of students' learning strategies can enhance academic support. Few studies have investigated differences in learning strategies between male and female students as well as their impact on United States Medical Licensing Examination (USMLE) Step 1 and preclinical performance.METHODS: The Learning and Study Strategies Inventory (LASSI) was administered to the classes of 2019-2024 (female (n=350) and male (n=262)). Students' performance on preclinical first-year (M1) courses, preclinical second-year (M2) courses, and USMLE Step 1 was recorded. An independent t-test evaluated differences between females and males on each LASSI scale. A Pearson product moment correlation determined which LASSI scales correlated with preclinical performance and USMLE Step 1 examinations.RESULTS: Of the 10 LASSI scales, Anxiety, Attention, Information Processing, Selecting Main Idea, Test Strategies and Using Academic Resources showed significant differences between genders. Females reported higher levels of Anxiety (p<0.001), which significantly influenced their performance. While males and females scored similarly in Concentration, Motivation, and Time Management, these scales were significant predictors of performance variation in females. Test Strategies was the largest contributor to performance variation for all students, regardless of gender.CONCLUSION: Gender differences in learning influence performance on STEP1. Consideration of this study's results will allow for targeted interventions for academic success.", - "output": "Education", + "input": "Abstract: This article maps two grids of city walking tours, conceptualizing them as expressions of transcultural memory activism. The first are walking tours in Berlin, guided by Syrian refugees, which use memorials of local traumatic history to testify to the refugees' current traumas. The second are walking tours in an impoverished neighbourhood of south Tel Aviv, that inter-weave African asylum seekers' travelling memories as part of the story of those streets. Analysing these tours, the article probes how references to histories of urban migration and traumatic legacies might inform contemporary political projects asserting the rights of refugees, and redefine the parameters of urban belonging. It therefore proposes a dual theoretical contribution: (1) advancing the transcultural turn in memory studies by paying greater attention to the materiality and performativity of transcultural memory and (2) enhancing research on the agency of refugees by demonstrating how they affect and expand the public memory of the contested national and urban contexts in which they travel or inhabit.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Due to structural demographic shifts, declining population, economic restructuring and deindustrialization, the number of shrinking cities has been increasing in South Korea. To tackle these challenges, policy makers have promoted entrepreneurial environments, largely absent in such cities, to accelerate rates of revitalization by attracting talented young knowledge workers. The creation of collaborative coworking spaces is one of these policy responses. However, there have been rising concerns over whether such coworking spaces are producing the expected outcomes. It is uncertain whether policy makers are encouraging the development of coworking spaces without strong evidence of their effectiveness. The purpose of this paper is to find out what roles coworking spaces play in small and medium sized shrinking cities. A five-month study was conducted in 12 small and medium sized cities (<500,000 population) using two interrelated methods: 1) an online survey with users of coworking spaces in their 20s and 30s and 2) semi-structured interviews with the managing staff/owners of 4 coworking spaces. Based on the study, the research concludes that the coworking spaces played a key role in bringing young people together and helping them to start new businesses by providing proper hard and soft infrastructure, hosting events and sharing information and knowledge.", - "output": "Law", + "input": "Abstract: The origins and dispersal of the chicken across the ancient world remains one of the most enigmatic questions regarding Eurasian domesticated animals. The lack of agreement concerning timing and centers of origin is due to issues with morphological identifications, a lack of direct dating, and poor preservation of thin, brittle bird bones. Here we show that chickens were widely raised across southern Central Asia from the fourth century BC through medieval periods, likely dispersing along the ancient Silk Road. We present archaeological and molecular evidence for the raising of chickens for egg production, based on material from 12 different archaeological sites spanning a millennium and a half. These eggshells were recovered in high abundance at all of these sites, suggesting that chickens may have been an important part of the overall diet and that chickens may have lost seasonal egg-laying.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Autism is characterized by atypical social communication styles. To investigate whether individuals with high autistic traits could still have effective social communication among each other, we compared the behavioral patterns and communication quality within 64 dyads of college students paired with both high, both low, and mixed high-low (HL) autistic traits, with their gender matched. Results revealed that the high-high (HH) autistic dyads exhibited atypical behavioral patterns during conversations, including reduced mutual gaze, communicational turns, and emotional sharing compared with the low-low and/or HL autistic dyads. However, the HH autistic dyads displayed enhanced interpersonal neural synchronization during social communications measured by functional near-infrared spectroscopy, suggesting an effective communication style. Besides, they also provided more positive subjective evaluations of the conversations. These findings highlight the potential for alternative pathways to effectively communicate with the autistic community, contribute to a deeper understanding of how high autistic traits influence social communication dynamics among autistic individuals, and provide important insights for the clinical practices for supporting autistic people.", - "output": "Communication", + "input": "Abstract: The article explores the 'making of martyrs' at the intersection of media (especially cinema), propaganda, and body politics in Iran. Martyrs are not only highly contested bodies, but also surrounded by diverse media techniques which compete for the right to re-make these bodies and organize the visual economy of witnessing. In the Islamic Republic of Iran, the cultural industry called Cinema of Sacred Defence sought to monopolize the right to make martyrs after the 1979 Revolution, pursuing a strategy of ascribing different qualities of witnessing to different media. Along films such as Ebrahim Hatamikia's Damascus Time (2018) and Mohammad Hossein Mahdavian's Standing in the Dust (2016), the article examines the new cine-martyrographies of the Sacred Defence and demonstrates how the Islamic Republic's visual propaganda machinery uses old and new digital media as 'messages' - in terms of boundary building as well as the ability to generate genuine Islamic witnessing. In contrast, counter-martyrographies - such as Shahram Mokri's Fish and Cat (2013) and Careless Crime (2020)- are explored that challenge the state's iconology of the martyr and its monopoly on (blood) testimony by depicting media techniques of witnessing that remember those who have no right to be remembered as martyrs by the state.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To evaluate the effectiveness of endoscopic screening against incidence of and mortality from esophageal squamous cell carcinoma (ESCC).METHODS: From January 2012 to September 2016, we conducted a community-based cluster randomized controlled trial involving permanent residents age 45-69 years in a high-risk region for ESCC in northern China. A total of 668 targeted villages were randomly assigned in a 1:1 ratio to the screening group (offered Lugol's chromoendoscopy) or control group (no screening). Intention-to-treat and per-protocol analyses were performed to compare esophageal cancer (EC) incidence and mortality between the two groups. The per-protocol analysis adjusted for nonadherence to the screening procedure.RESULTS: A total of 33,847 participants were included in the analysis: 17,104 in the screening group, 15,165 (88.7%) of whom underwent screening, and 16,743 in the control group. During a maximum follow-up of 9 years, EC incidence in the screening and control groups were 60.9 and 72.5 per 100,000 person-years, respectively; mortality in the screening and control groups were 29.7 and 32.4 per 100,000 person-years, respectively. Compared with the control group, the incidence and mortality of the screening group reduced by 19% (adjusted hazard ratio [aHR], 0.81 [95% CI, 0.60 to 1.09]) and 18% (aHR, 0.82 [95% CI, 0.53 to 1.26]), respectively, in the intention-to-treat analysis; and by 22% (aHR, 0.78 [95% CI, 0.56 to 1.10]) and 21% (aHR, 0.79 [95% CI, 0.49 to 1.30]), respectively, in the per-protocol analysis.CONCLUSION: With a 9-year follow-up, our trial suggests that chromoendoscopic screening induces modest reductions in EC incidence and mortality. A more efficient strategy for EC screening and subsequent patient management should be established to guarantee the effectiveness of endoscopic screening.", - "output": "Demography", + "input": "Abstract: The US West Coast's earthquake early warning system ShakeAlert detects earthquakes as they happen and creates rapid signals that can reach users before shaking does. ShakeAlert is an ambitious system, involving many entities and elements. Its development and operation require interdisciplinary and interagency collaboration. In this paper, we consider these relationships and their effects, drawing on participant observation and 36 interviews from between 2019 and 2021 with people in university, government, and industry roles related to ShakeAlert. We describe what is involved in operating the system as riskwork, referencing a sociological literature on the many activities required to do risk analysis and risk mitigation. To reveal the complexities of ShakeAlert's earthquake early warning riskwork, we first outline ShakeAlert's history. Then, we consider the experiences of developing the system during the years it began to be widely available in California, Washington, and Oregon. We analyze research participants' reflections related to a theme consistent across many of their experiences: that of uncertainty. The uncertainties we consider here are related to the purpose of the ShakeAlert system, structures and processes for organization and collaboration, and system use and users. We show how these uncertainties are institutional in nature; related to the very interdisciplinary and interagency nature of the project and, consequently, difficult to resolve. We discuss interrogate their implications for the ShakeAlert system. Doing so, we raise concerns about how riskwork undertaken under conditions of these institutionalized uncertainties may reduce opportunities for members of some groups to participate meaningfully in decision-making. Our research contributes to efforts to document and better understand the riskwork entailed in hazard risk mitigation, as well as the institutionalized uncertainties that can emerge in such contexts. It is also our hope that it will also facilitate the mobilization of support for those whose work we describe.This paper foregrounds aspects of operating an earthquake early warning system that are rarely written about. It describes qualitative and descriptive research, and as such its goals are largely to advance understanding about the kinds of work that ShakeAlert entails, and so what other earthquake early warning systems and projects like them also might involve. Practical applications of findings might include (1) efforts to support for riskworkers who labor in conditions of institutional uncertainty, including acknowledgment of the challenges they take on and adjustment of expectations as possible; (2) creation of opportunities for riskworkers to network and build relationships of trust with each other to facilitate collaboration; (3) development of processes for assuring inclusion of groups key to a project's success but not well networked with others in order to formally increase pathways for inclusion; and (4) reduction of institutionalized uncertainties where and when possible. While conditions related to ShakeAlert have changed since data was collected, practical applications of findings described here are also relevant to other interdisciplinary and interagency risk mitigation projects.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Implementing digital transformation and artificial intelligence (AI) in education and practice necessitates understanding nursing students' attitudes and behaviors as end-users toward current and future digital and AI applications.PURPOSE: This study aimed to assess the perceived knowledge, attitudes, and skills of nursing students regarding digital transformation, as well as their digital health literacy (DHL) and attitudes toward AI. Furthermore, we investigated the potential correlations among these variables.METHODS: A descriptive correlational design was employed in a Saudi nursing college utilizing a convenience sample of 266 nursing students. A structured questionnaire consisting of six sections was used, covering personal information, knowledge, skills and attitudes toward digital transformation, digital skills, DHL, and attitudes toward AI. Descriptive statistics and Pearson correlation were employed for data analysis.RESULTS: Nursing students exhibited good knowledge of and positive attitudes toward digital transformation services. They possessed strong digital skills, and their DHL and positive attitude toward AI were commendable. Overall, the findings indicated significant positive correlations between knowledge of digital transformation services and all the digital variables measured (p=<0.05). Senior students reported greater digital knowledge and a positive attitude toward AI.CONCLUSION: The study recommends an innovative undergraduate curriculum that integrates opportunities for hands-on experience with digital healthcare technologies to enhance their digital literacy and skills.", - "output": "Education", + "input": "Abstract: In this article, I cite oral history narratives donated by people living and working at Safe Outdoor Spaces (SOS)-sanctioned campsites in Denver, Colorado-to propose that SOS sites (which follow a harm reductionist stance, offer physical safety, and are largely staffed by peer navigators) offer a model for oral history making that takes place daily and off the record. As oral history projects contribute to representational belonging in archives and historical records, we might also consider the ways in which oral history making can create a belonging that is lived, inherent, and literal. By framing SOS sites as one possible living model for oral history making, this article demonstrates how oral history might shape not only our future understanding of the past but also the way our society lives in the present.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ABSTRACT: Walt Whitman is commonly known as a noted American poet of the 19th century, but he also had experience providing nursing care during the American Civil War. He wrote about his experiences and was an early proponent of holistic nursing care. This article reviews the life of Walt Whitman and his legacy related to nursing.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Female sex workers (FSWs) face an elevated risk of developing mental health disorders and alcohol use disorders (AUD), which in turn increase their vulnerability to HIV and other sexually transmitted infections (STIs) and other negative outcomes. To effectively address both of these health issues, it is crucial to understand the shared key determinants underlying these illnesses, which is a substantial knowledge gap in Ethiopia and elsewhere in the world. Therefore, this study aimed to identify the common key determinants of depression and AUD among FSWs in Ethiopia using a bivariate multivariable ordinal logistic model.METHODS: We analyzed cross-sectional biobehavioral data collected in 2020 from 16 cities and major towns in Ethiopia using the respondent-driven sampling (RDS) technique, which involved a total of 6,085 FSWs. FSWs who had lived at the study sites for at least a month before the study period were deemed eligible for recruitment. Major depressive disorder (DD) and AUD were screened using the Patient Health Questionnaire (PHQ9) and alcohol use disorder identification test (AUDIT), respectively. We used descriptive statistics to summarize study population characteristics and bivariate multivariable ordinal logistic regression (BMOLR) to identify common determinants of DD and AUD combined and their nonnormal correlation.RESULTS: Among 6085 FSWs screened for DD and AUD, 13.5% and 4.0% have met the criteria for moderate and severe depressive disorder, respectively, and 20.3% and 34.7% have met the AUDIT criteria for harmful or hazardous behavior and alcohol dependence, respectively. FSW with experience of inconsistent condom use, condom failure, violence, mobility, use of any drugs, non-paying partners, abortion, and selling sex for more than five years were associated with an increase in the severity of both disorders. A high average income from selling sex and the number of paying partners reduced the severity of depression and increased the level of alcohol dependence. Being HIV positive and ever having anal sex were associated only with an increase in depression.CONCLUSION: Major DD and AUD are prevalent among FSWs in Ethiopia. The findings revealed that common key determinants, which exacerbated the severity of both disorders, were also risk factors for HIV and other STIs. Consequently, integrated STI strategies are essential in the screening, referral, and treatment of depression and AUD. Intervention packages should encompass determinants of depression and AUD, including condom utilization, drug use, mobility between towns, abortion, violence, and counseling services. Additionally, strategies to ensure economic security should be incorporated.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The spread of antibiotic resistance genes (ARGs) in the atmospheric environment has seriously threatened human health. Wastewater treatment plants (WWTPs) are an important source of aerosol ARGs. A large WWTP, including sewage treatment process (SWP) and sludge treatment process (SDP), was selected in North China for sampling in this study. The content of ARGs, mobile genetic elements (MGEs), and bacterial genera in sewage/sludge and aerosols from different process stages was detected. The possible correlation between ARGs/ MGEs and bacteria was analyzed. The risk of antibiotic-resistant bacteria was evaluated and the diffusion of ARGs/MGEs was simulated. The results showed that the concentration of ARGs/MGEs varied as the process progressed, and which in the aeration tank was relatively high. The ARGs/MGEs content in SWP aerosol (8.35-163.27 copies/m3) was higher than that in SDP (5.52-16.36 copies/m3). The main ARGs/MGEs detected in SWP aerosol were tnpA-05, tnpA-04, and ermF, while the main ARGs/MGEs detected in SDP aerosol were sul1, ermF, and blaPAO. ARGs were positively correlated with most bacteria and Escherichia coli with ARGs carries higher cytotoxicity. ARGs/MGEs mainly diffused towards the southeast, which may cause harm to urban residents with the diffusion of aerosols. This study provides clues and theoretical basis for preventing the hazards of ARGs from WWTP sources.", - "output": "Economics", + "input": "Abstract: The majority of existing deep learning-based image denoising algorithms mainly focus on processing the overall image features, ignoring the fine differences between the semantic and pixel features. Hence, we propose Dual-TranSpeckle (DTS), a medical ultrasound image despeckling network built on a dual-path Transformer. The DTS introduces two different paths, named semantic path and pixel path, to facilitate the parallel transfer of feature information within the image. The semantic path passes a global view of the input semantic features, and the image features are passed through a Semantic Block to extract global semantic information from pixel-level features. The pixel path is employed to transmit finer-grained pixel features. Within the dual-path network framework, two essential modules, namely Dual Block and Merge Block, are designed. These leverage the Transformer architecture during the encoding and decoding stages. The Dual Block module facilitates information interaction between the semantic and pixel features by considering the interdependencies across both paths. Meanwhile, the Merge Block module enables parallel transfer of feature information by merging the dual path features, thereby facilitating the self-attention calculations for the overall feature representation. Our DTS is extensively evaluated on two public datasets and one private dataset. The DTS network demonstrates significant enhancements in quantitative evaluation results in terms of peak signal-to-noise ratio (PSNR), structural similarity (SSIM), feature similarity (FSIM), and naturalness image quality evaluator (NIQE). Furthermore, our qualitative analysis confirms that the DTS has significant improvements in despeckling performance, effectively suppressing speckle noise while preserving essential image structures.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In contemporary society, the reverse osmosis (RO) process is important for water treatment and reuse industry. However, membrane fouling remains a challenging issue during operation. To date, RO system operation mainly relies on the operator's knowledge, and the maintenance is carried out based on schedule or pre-defined criteria due to our limited understanding of RO fouling in real applications. To better understand the process and enable system optimization, an integrated data-driven coupled with adsorption model has been proposed in this study. The data-driven model calibrates the mechanistic model and predicts future values, while the adsorption model provides predictions on transmembrane pressure (TMP). By integrating these two models, an accurate prediction with high robustness and an insight into the detailed fouling mechanisms in real plants were achieved. In addition to the model itself, multiple regression analysis (MRA) had also been applied to identify the dominant fouling mechanisms. This analysis confirms that it is highly possible that membrane fouling is developed from an intermediate pore blockage to cake filtration.", - "output": "Economics", + "input": "Abstract: Accurate debris flow susceptibility mapping (DFSM) plays a crucial role in enabling government authorities to devise rational policies to mitigate the threats posed by debris flows to human life and property. Nujiang Prefecture, located in the alpine canyon region, is prone to frequent debris flows in China. Therefore, this study focuses on Nujiang Prefecture as the research area. Based on the characteristics of debris flow development, the occurrence mechanism, and the actual conditions of the study area, small watersheds are selected as mapping units. Fifteen influencing factors, including elevation, slope, aspect, relief, surface roughness, Melton ratio, NDVI, lithology, distance to faults, rainfall, SPI, TWI, STI, watershed aera, and gully density, are considered in the mapping process. We explored the predictive performance of three single models, namely, the statistical model certainly factor (CF), the machine learning model support vector machines (SVM), and the deep learning model convolutional neural network (CNN). Additionally, we investigated the coupling models CF-LR (statistical model coupled with machine learning model) and CNN-SVM (machine learning model coupled with deep learning model) in the mapping of debris flow sensitivity. The analysis and comparison of model performance were conducted using the area under the receiver operating characteristic curve (AUC) and the mean value (MV) and standard deviation (SD) of debris flow sensitivity values. The results demonstrate that all five models show promising performance in DFSM. Among them, the CNN-SVM coupled model (AUC = 0.933, MV = 0.211, SD = 0.199) outperforms the others, exhibiting the best predictive capability. These findings can serve as valuable references for debris flow prevention and control efforts.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite the significance of grit and motivational regulation strategies (MRS) to language learning, limited research has been conducted on their longitudinal interplay. The present study explores the relationship between these two constructs in an English as a second language (L2) learning context through a longitudinal design. This study utilizes repeated measures of L2 grit and MRS at two time points (T1 and T2) to investigate the direction of influence between them and proposes and evaluates four models: an autoregressive model, two unidirectional models, and a bidirectional model. Using questionnaire data from 205 Chinese university students to evaluate the models, results from model assessment revealed that L2 grit at T1 positively predicted L2 grit at T2 and that MRS at T1 positively predicted MRS at T2. While L2 grit showed stability, MRS developed over time. The unidirectional model with L2 grit at T1 as a predictor of MRS at T2 was identified as the model of best fit, indicating that L2 grit at an earlier time unidirectionally influenced MRS at a later time. Based on these findings, we conclude that there is a unidirectional influence between L2 grit and MRS: the former plays an influential role in shaping MRS in L2 learning over time. Implications and recommendations for future research are discussed. This study contributes to a deeper understanding of the dynamics between the two constructs, which in turn impacts language learning persistence and success, offering valuable insights for educators, policymakers, and researchers striving to optimize language learning environments and interventions.", - "output": "Education", + "input": "Abstract: Within the framework of the CNRS/Ministry of Culture Notre-Dame Scientific Workshop, the Acoustics Working Group presents the work of the soundscape archaeology axis and, more precisely, the proposal for the restitution of the soundscape of the Notre-Dame construction site from 1170 to 1182. This is part of the work of its third mission: historical mission >>. This article presents the first steps necessary to reconstruct a soundscape that may have existed at the very beginning of the construction of Notre-Dame (1163-1170) (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The extensive use of antidiabetic drugs (ADDs) and their detection in high concentrations in the environment have been extensively documented. However, the mechanism of ADDs dissipation in aquatic environments is still not well understood. This study thoroughly investigates the dissipation behavior of ADDs and the underlying mechanisms in the aerobic activated sludge system. The results indicate that the removal efficiencies of ADDs range from 3.98% to 100% within 48h, largely due to the biodegradation process. Additionally, the gene expression of cytochrome P450 (CYP450) is shown to be significantly upregulated in most ADDs-polluted samples (P<0.05), indicating the vital role of CYP450 enzymes in the biodegradation of ADDs. Enzyme inhibition experiments validated this hypothesis. Moreover, molecular docking and simulation results indicate that a strong correlation between the biodegradation of ADDs and the interactions between ADDs and CYP450 (Ebinding). The differences in dissipation behavior among the tested ADDs are possibly due to their electrophilic characteristics. Overall, this study makes the initial contribution to a more profound comprehension of the crucial function of CYP450 enzymes in the dissipation behavior of ADDs in a typical aquatic environment.", - "output": "Economics", + "input": "Abstract: Forum papers are thought-provoking opinion pieces or essays founded in fact, sometimes containing speculation, on a civil engineering topic of general interest and relevance to the readership of the journal. The views expressed in this forum article do not necessarily reflect the views of ASCE or the editorial board of the journal.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objectives: Studies suggest that melatonin may promote cardiovascular protection. Previous trials have primarily been performed on co -morbid patients. Little information exist on the effect in postmenopausal women with general good health. Design, participants and intervention: In a double -blinded placebo-controlled study, we randomized 41 postmenopausal women to either 10 mg melatonin per day or placebo for 3 months. Outcome measures: Outcomes of the trial was changes in blood pressure, pulse wave velocity (PWV), and quality of sleep evaluated by Pittsburgh Sleep Quality Index (PSQI). Results: Thirty-nine women completed the study. Mean age was 63 years (range 55-75 years). Over the 3 months of the trial, PWV did not differ between groups: Placebo 1.1% (IQR -2.1;9.9) vs. melatonin 0.0% (IQR-9.8;4.1), p = 0.43). The were no significant differences in blood pressure bewteen melatonin and placebo group. Both groups had a pour quality of sleep at baseline (placebo: PSQI 6.0 (IQR 3.3; 8.8) vs. melatonin PSQI 6.0 (IQR 3.0; 10.0), p = 0.94), which did not change in response to treatment. Conclusion: In healthy postmenopausal women, supplementation with 10 mg melatonin was well-tolerated, but we did not observe any significant improvements in pulse wave velocity, blood pressure or quality of sleep compared with placebo.", - "output": "Communication", + "input": "Abstract: During the fire of Notre-Dame de Paris, all timber frames coming from the Middle ages period, in the nave and choir, were burnt. It was decided to proceed as possible to an identical reconstruction, but many questions arise about the timber frame. Is wood outdated as a material for beams? Is oak wood the best solution for timber frame? Are we able to find similar long slender oak beams in today French forest? Is it safe to use green wood for the building? In fact, the forested area in France is the same today as in the Middle ages period, but two times higher than during the 19th century. Results from the forest inventory proves that 40 million slender oak trees are available in order to sort around 1500 trees for the restoration. Cathedral heritage provided a demonstration of the high efficiency of carpenter's know-how. Most of oak beams kept their functionality for more than 800 years. This is a nice experimental result for a very long mechanical testing. Wood, emerged as material 300 million years ago as a result of long time evolution, is used to build trees, which are a collection of wooden beams able to resist flexure forces, for a long time. Technical know-how about timber frame is old in human societies and was improved during the Middle ages, but scientific knowledge about wood as an anisotropic material is very recent. The background in mechanics for such material has been developed in early 20th century and observation tools for material structures at the nanometre scale appeared in late 20th century. Wood can be considered as an archetypal high-tech material using polymer-with-additive technology combined to nanostructured fibrecomposite within a honeycomb-like micro-structured material. This explains why nature solution for tree beams is very efficient in terms of bending resistance per weight. The mechanical behaviour of wooden beams is highly sensitive to the orientation of the main direction of anisotropy (grain direction) relative to bending forces. Natural beams in trees are built by a kind of 3D printing process so that grain orientation at beam periphery is always optimum. Mechanical bending performance of these beams (round-wood), in spite of branching, is equivalent to the performance of standard clear-wood specimens documented in databases. Squaring at the minimum this round-wood should be done while keeping grain angle closest to zero-degree value, which is performed by specific axe-hewn log squaring. The result is coarse slightly curved beams much more resistant than nicely straight sawn beams with local grain angle above 10 degrees Using directly green wood in the building process is effective for time of building and energy consumption. The drying of wood induces long deep longitudinal cracks and a reduction in beam section but a bigger increase in wood mechanical performance. If the green frame resists, the dried one will resist all the following years. Finally, today carpenters have kept the building know-how and there are many modern nondestructive techniques available for the best sorting of trees and mechanical evaluation of beams. (c) 2022 Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The digital transformation of medical data enables health systems to leverage real-world data from electronic health records to gain actionable insights for improving hypertension care.METHODS AND RESULTS: We performed a serial cross-sectional analysis of outpatients of a large regional health system from 2010 to 2021. Hypertension was defined by systolic blood pressure \u2265140mm Hg, diastolic blood pressure \u226590mm Hg, or recorded treatment with antihypertension medications. We evaluated 4 methods of using blood pressure measurements in the electronic health record to define hypertension. The primary outcomes were age-adjusted prevalence rates and age-adjusted control rates. Hypertension prevalence varied depending on the definition used, ranging from 36.5% to 50.9% initially and increasing over time by 5%, regardless of the definition used. Control rates ranged from 61.2% to 71.3% initially, increased during 2018 to 2019, and decreased during 2020 to 2021. The proportion of patients with a hypertension diagnosis ranged from 45.5% to 60.2% initially and improved during the study period. Non-Hispanic Black patients represented 25% of our regional population and consistently had higher prevalence rates, higher mean systolic and diastolic blood pressure, and lower control rates compared with other racial and ethnic groups.CONCLUSIONS: In a large regional health system, we leveraged the electronic health record to provide real-world insights. The findings largely reflected national trends but showed distinctive regional demographics and findings, with prevalence increasing, one-quarter of the patients not controlled, and marked disparities. This approach could be emulated by regional health systems seeking to improve hypertension care.", - "output": "Demography", + "input": "Abstract: The effect of spatial variability on the liquefaction prediction and liquefaction-induced ground failure of a soil profile with thinly interbedded layer of sand and clay was examined using simplified procedures and fully coupled two-dimensional (2D) nonlinear dynamic analysis (NDA). The Palinurus Road site in Christchurch, New Zealand, subjected to the 2010 Darfield and 2011 Christchurch events, was selected for the analyses. The liquefaction vulnerability of the site was estimated using one-dimensional (1D) liquefaction vulnerability indices (LVIs), and the results were compared with the results of NDAs and field observations. Spatially correlated random fields conditioned on corrected cone penetration tests (CPTs) were generated based on sand-like and claylike portions of the interbedded soil profile. CPT data were corrected for the thin-layer and transition zone effects. The generated random fields were assigned to the interbedded layer of the stochastic model to examine the effect of spatial variability on the system dynamic response, cross-interaction between layers, and liquefaction-induced diffusion during the evolution of liquefaction and postliquefaction. The potential of sediment ejecta manifestation using the artesian flow potential (AFP) and ejecta potential index (EPI) also was investigated for the stochastic models and compared with those of deterministic models. This study demonstrates the value of advanced 2D NDA modeling with realistic soil spatial variability for understanding inconsistent ejecta predictions from simplified tools. The approach can guide future refinements to assessment procedures and provide insights into key factors controlling manifestation in complex stratified sites.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Rather than confining the investigation solely to intentions, as typically done within the unifinality paradigm (e.g. Structural Equation Modeling with prespecified hypotheses), this paper extends the traditional approach by delving into the actual behaviors of tourists through diverse pathways. Employing mixed methods, we aim to uncover potential explanations for the formation of green behavioral patterns among tourists. While our findings reveal a limited variance in behavior explained solely by intention, it is imperative to recognize the critical role of intention as a significant determinant of behavior, as supported by our empirical data.", - "output": "Geography", + "input": "Abstract: BACKGROUND: Workplace-based assessment (WBA) used in post-graduate medical education relies on physician supervisors' feedback. However, in a training environment where supervisors are unavailable to assess certain aspects of a resident's performance, nurses are well-positioned to do so. The Ottawa Resident Observation Form for Nurses (O-RON) was developed to capture nurses' assessment of trainee performance and results have demonstrated strong evidence for validity in Orthopedic Surgery. However, different clinical settings may impact a tool's performance. This project studied the use of the O-RON in three different specialties at the University of Ottawa.METHODS: O-RON forms were distributed on Internal Medicine, General Surgery, and Obstetrical wards at the University of Ottawa over nine months. Validity evidence related to quantitative data was collected. Exit interviews with nurse managers were performed and content was thematically analyzed.RESULTS: 179 O-RONs were completed on 30 residents. With four forms per resident, the ORON's reliability was 0.82. Global judgement response and frequency of concerns was correlated (r=0.627, P<0.001).CONCLUSIONS: Consistent with the original study, the findings demonstrated strong evidence for validity. However, the number of forms collected was less than expected. Exit interviews identified factors impacting form completion, which included clinical workloads and interprofessional dynamics.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cognitive decline, mental health and mindset factors can all affect the autonomy and well-being of older adults. As the number of older adults across the globe increases, interventions to improve well-being are urgently needed. Improvisational theatre (improv) and improv-based interventions are well-suited to address this need. Studies have shown that participation in improv-based interventions has a positive impact on mental health indicators, including depressive symptoms, well-being and social connectedness, as well as cognitive skills such as attention and memory. In addition, improv-based interventions have been beneficial for people with dementia, improving positive affect, self-esteem and communication. In this article, we describe improvisational theatre, or improv, and the reasons it has emerged from a form of spontaneous theatre that involves playfulness and creativity to an important tool to effect behavioural change in individuals and groups. We then review the literature on the effects of improv in ageing populations, with a focus on social, emotional and cognitive functioning. Finally, we make recommendations on designing improv-based interventions so that future research, using rigorous quantitative methods, larger sample sizes and randomised controlled trials, can expand the use of improv in addressing important factors related to autonomy and well-being in older adults.", - "output": "Philosophy", + "input": "Abstract: Importance Many veterans who served in Afghanistan and Iraq during Operations Enduring Freedom (OEF) and Operation Iraqi Freedom (OIF) were deployed to military bases with open burn pits and exposed to their emissions, with limited understanding of the long-term health consequences. Objective To determine the association between deployment to military bases where open burn pits were used for waste disposal and the subsequent risk of developing respiratory and cardiovascular diseases. Design, Setting, and Participants This retrospective observational cohort study used Veterans Health Administration medical records and declassified deployment records from the Department of Defense to assess Army and Air Force veterans who were deployed between 2001 and 2011 and subsequently received health care from the Veterans Health Administration, with follow-up through December 2020. Data were analyzed from January 2023 through February 2024. Exposure Duration of deployment to military bases with open burn pits. Main Outcomes and Measures Diagnosis of asthma, chronic obstructive pulmonary disease, interstitial lung disease, hypertension, myocardial infarction, congestive heart failure, ischemic stroke, and hemorrhagic stroke. Results The study population included 459 381 OEF and OIF veterans (mean [SD] age, 31.6 [8.7] years; 399 754 [87.0%] male). Median (IQR) follow-up from end of deployment was 10.9 (9.4-12.7) years. For every 100 days of deployment to bases with burn pits, veterans experienced increased adjusted odds for asthma (adjusted odds ratio [aOR], 1.01; 95% CI, 1.01-1.02), chronic obstructive pulmonary disease (aOR, 1.04; 95% CI, 1.02-1.07), hypertension (aOR, 1.02; 95% CI, 1.02-1.03), and ischemic stroke (aOR, 1.06; 95% CI, 0.97-1.14). Odds of interstitial lung disease, myocardial infarction, congestive heart failure, or hemorrhagic stroke were not increased. Results based on tertiles of duration of burn pit exposures were consistent with those from the continuous exposure measures. Conclusions and Relevance In this cohort study, prolonged deployment to military bases with open burn pits was associated with increased risk of developing asthma, COPD, and hypertension. The results also point to a possible increased risk in ischemic stroke. The novel ability to use integrated data on deployment and health outcomes provides a model for additional studies of the health impact of environmental exposures during military service.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Given environmental contribution of individuals' behavioral change, this study explored how hikers' pro-environmental behavior can be facilitated. The theoretical model incorporated the restorative quality of natural trails as an external environment, hikers' place affect and their pro-environmental behavior. This study used a mixed research approach to test this model, which involved developing measurement items for the restorative quality of nature trails and analyzing survey data from 361 hikers. The analysis showed that the restorative quality of natural trails induced place affect, which increased place-specific pro-environmental behavior. Mediating effect of place affect and moderating function of daily environmental practices were identified.", - "output": "Geography", + "input": "Abstract: This report examines the deposit of a sixteenth-century cache of silver aquillas within a Chachapoya household at the site of Purun Llacta de Soloco. The report examines their context and contents. These findings have implications for a larger examination of social value in Andean societies and the specialized treatment and use of ritual objects during the tumultuous colonial period.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This survey study examines physician views toward private equity investment in health care.", - "output": "Economics", + "input": "Abstract: The global trading system has reached an inflection point. The future of the liberalized, rules-based global world order is in doubt as countries that have for decades preached and practiced policies, which can loosely be defined as embodying the 'Washington Consensus', have started to backtrack. Free and fair trade is no longer the mantra as governments embrace industrial policy, protectionism, national security, risk management, and managed trade. Perhaps the most surprising adherent of the reversal is the US, whose embrace of what has been termed a 'modern American industrial strategy' runs counter to traditional American views and norms. While David Ricardo's theory of comparative advantage still holds true, it has certainly fallen out of fashion. Where it leads remains unknown - caveat emptor. This article analyses President Joe Biden's industrial policy and its implications as well as shifts that have occurred as a result of the pandemic, geopolitical competition, and other recent global events.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Nutritional status is one of the most important causes of improper physical and mental development in children. The study attempts to assess the factors affecting the severity status of children aged 6-59months' malnutrition based on the weight-for-age anthropometric index (z-score) and examine between-kebeles-level differences in determinants of the nutritional status of children. A community-based, cross-sectional study design was conducted from October 12 to November 12, 2022. A sample of 397 children aged 6-59months primary data by applying multi-stage clustered sampling technique was used by considering their heterogeneity. The data were entered by SPSS and analyzed by using R version 3.4.0 and STATA 14.2 statistical software package using a multilevel ordinal logistic regression model and inferences were conducted at a 5% significance level. The results show that birth interval\u226524months (OR=1.431253, 95% CI 1.221337 1.6763421, P-value=0.008), economic status of households medium (OR=16.21466, 95% CI 1.221403 1.423929, P-value=0.000), economic status of households rich (OR=223.2856, 95% CI 1.34295 2.582325, P-value=0.000), employment status of the mother unemployed (OR=0.2291348, 95% CI 0.0529511 0.9966281, P-value=0.049), No toilet facility (bush field) (OR=0.3163329, 95% CI 0.1825356 0.5481975, P-value=0.000), number of household members (OR=0.9100682, 95% CI 0.8313481 0.9967315, P-value=0.042), breastfeeding<12months (OR=0.53803, 95% CI 0.322315 0.898135, P-value=0.018), educational level of father Primary (OR=4.601687, 95% CI 1.758009 2.22053, P-value=0.000), educational level of father Secondary above (OR=99.65229, 95% CI 2.533502 4.788896, P-value=0.000) and geographical area (kebeles) were found to be important factors that affect a child's nutritional status between 6 and 59months. 15% of the overall variation is attributable to the Kebeles level, according to two-level multilevel ordinal logistic regressions with estimates of the variation attributable to the Kebeles level equal to 0.569 and an intraclass correlation coefficient of 0.15. Due to the nature of the response variable random intercept model with random coefficients fitted the data adequately in predicting the severity status of children aged 6-59months' malnutrition for the multilevel ordinal logistic regression model analysis. So, the researcher recommended that implementing primary health care and nutrition programs that would fit each kebeles' features in Itang Special Woreda to safeguard children from nutritional deficiency.", + "input": "Abstract: Objective: Neuroendocrine tumors (NETs) are a set of diseases that originate from neuroendocrine cells, which comprises a diffuse endocrine system present in various organs of the body. These tumors are more frequent in the gastrointestinal tract (70%) and the bronchopulmonary system (20%-30%). A NET incidence rate of 1-5 per 100,000 inhabitants has been estimated for several European countries and the USA employing 20 years of data. However, no comprehensive studies on this rare neoplasm are available in Brazil. In this context, the aim of this study was to characterize the epidemiological NET profile in the country.Materials and methods: This is a retrospective descriptive observational study based on data from Hospital Cancer Records available at the Brazilian National Cancer Institute and the Sao Paulo Oncocentro Foundation. Demographic, clinical and treatmentrelated variables were analyzed from selected cases employing descriptive statistics.Results and Conclusion: A total of 15,859 cases were identified, most occurring in males (53.4%) and in individuals under 65 years old (63.3%). Small cell carcinoma was the most frequent histological type (46.7%). Bronchopulmonary tumors were the most frequent NETs, followed by pancreatic tumors, with cases mostly concentrated in high complexity centers in the Brazilian Southeast and treated mainly with surgery and chemotherapy, with over half of the patients diagnosed in advanced stages of the disease.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: In this study we shed light on ongoing trends in contraceptive use in Flanders (Belgium). Building on the fundamental cause theory and social diffusion of innovation theory, we examine socio-economic gradients in contraceptive use and the relationship to health behaviours.METHODS: Using the unique and recently collected (2020) ISALA data, we used multinomial logistic regression to model the uptake of contraceptives and its association to educational level and health behaviour (N:4316 women).RESULTS: Higher educated women, and women with a healthy lifestyle especially, tend to use non-hormonal contraceptives or perceived lower-dosage hormonal contraceptives that are still trustworthy from a medical point of view. Moreover, we identified a potentially vulnerable group in terms of health as our results indicate that women who do not engage in preventive health behaviours are more likely to use no, or no modern, contraceptive method.DISCUSSION: The fact that higher educated women and women with a healthy lifestyle are less likely to use hormonal contraceptive methods is in line with patient empowerment, as women no longer necessarily follow recommendations by healthcare professionals, and there is a growing demand for naturalness in Western societies.CONCLUSION: The results of this study can therefore be used to inform policy makers and reproductive healthcare professionals, since up-to-date understanding of women's contraceptive choices is clearly needed in order to develop effective strategies to prevent sexually transmitted infections and unplanned pregnancies, and in which women can take control over their sexuality and fertility in a comfortable and pleasurable way.", - "output": "Education", + "input": "Abstract: With COVID-19, a significant number of companies have started to work remotely, and communication has started to occur mainly through technological tools. This study investigates the relationship between teleworkers' interpersonal communication and job satisfaction through the mediating role of information technology (IT) awareness and creative performance. Data were collected from 683 teleworkers and analyzed using structural equation modeling (SEM) and PROCESS Macro. The findings indicated that (1) teleworkers' interpersonal communication satisfaction is positively associated with job satisfaction, and (2) IT awareness and creative performance mediate the relationship between interpersonal communication satisfaction and job satisfaction. Finally, the study's theoretical and managerial implications are discussed. The results emphasize the role of interpersonal communication satisfaction on job satisfaction and show that both employees and companies should receive the necessary training for a sufficient level of employee IT knowledge.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: The aim of the study was to evaluate illumination properties in an in-vitro kidney calyx model in saline.DESIGN AND METHODS: We evaluated a series of contemporary flexible ureteroscopes including the Storz Flex-Xc and Flex-X2s, Olympus V3 and P7, Pusen 7.5F and 9.2F, as well as OTU WiScope using a 3D-printed closed pink kidney calyx model, submerged in saline. A spectrometer was used for illuminance and color temperature measurements at different openings located at center (direct light), 45\u00b0 (direct and indirect light) and 90\u00b0(indirect light) to the axis of the scope.RESULTS: Maximum illuminance was at the center opening for all scopes (range: 284 to 12,058lx at 50% brightness and 454 to 11,871lx at 100% brightness settings). The scope with the highest center illuminance (Flex-Xc) was 26 times superior to the scope with the lowest illuminance (Pusen 7.5Fr) at 100% brightness setting. For each scope, there was a peripheral illuminance drop ranging from -43 to -92% at 50% brightness and -43% to -88% at 100% brightness settings, respectively (all p<0.01). Highest drop was for the P7 and the Pusen 9.2F. All scopes had illuminance skew, except the V3. All scopes had a warm color temperature.CONCLUSION: Illumination properties vary between ureteroscopes in an enclosed cavity in saline, and differs at center vs 45\u00b0 and 90\u00b0 positions within scopes. Peripheral illuminance drop can be as high as -92%, which is undesirable. This may affect the choice of ureteroscope and light brightness settings used in surgery by urologists.", - "output": "Communication", + "input": "Abstract: The performance of solar desalination systems based on a humidification-dehumidification (HDH) approach is significantly enhanced by preheating the air entering the evaporator. To estimate this potential benefit, we present an analysis of integrating a novel solar air heater (SAH) with an HDH system. The combination of both units leads to intriguing applications, such as incorporating these systems into buildings. A model of the solar thermal system is developed, and its predictions are validated with experimental data. The SAH model is combined with a previously validated model of an HDH. This allows us to estimate the performance of a combined SAH/HDH system under different environmental conditions and to evaluate the annual water treatment capacity at various sites around the world. Simulations suggest that a system with a 3.5 m2 solar collector in arid regions (Middle -East, north of Africa, south-west of the USA, East of South America), has the potential to treat 30 tons of water and reduce the CO2 emission by 150 kg annually.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Prior assessments of critical care outcomes in patients with cirrhosis have shown conflicting results. We aimed to provide nationwide generalizable results of critical care outcomes in patients with decompensated cirrhosis.METHODS: This is a retrospective study using the National Inpatient Sample from 2016 to 2019. Adults with cirrhosis who required respiratory intubation, central venous catheter placement or both (n=12,945) with principal diagnoses including: esophageal variceal hemorrhage (EVH, 24%), hepatic encephalopathy (58%), hepatorenal syndrome (HRS, 14%) or spontaneous bacterial peritonitis (4%) were included. A comparison cohort of patients without cirrhosis requiring intubation or central line placement for any principal diagnosis was included.RESULTS: Those with cirrhosis were younger (mean 58 vs. 63 years, p<0.001) and more likely to be male (62% vs. 54%, p<0.001). In-hospital mortality was higher in the cirrhosis cohort (33.1% vs. 26.6%, p<0.001) and ranged from 26.7% in EVH to 50.6% HRS. Mortality when renal replacement therapy was utilized (n=1580, 12.2%) was 46.5% in the cirrhosis cohort, compared to 32.3% in other hospitalizations (p<0.001), and was lowest in EVH (25.7%) and highest in HRS (51.5%). Mortality when cardiopulmonary resuscitation was used was increased in the cirrhosis cohort (88.0% vs. 72.1%, p<0.001) and highest in HRS (95.7%).CONCLUSIONS: One-third of patients with cirrhosis requiring critical care did not survive to discharge in this U.S. nationwide assessment. While outcomes were worse than in patients without cirrhosis, the results do suggest better outcomes compared to previous studies.", - "output": "Demography", + "input": "Abstract: PurposeSince teaching practice is the most important within-school determinant of student learning outcomes, a deepened understanding of how and why school leadership contributes to effective teaching is needed. This article aimed to systematically review the knowledge that has been accumulated about the indirect relations between school leadership and instructional practices.Design/methodology/approachThe Preferred Reporting Items for Systematic Reviews and Meta-Analyses guided the selection of relevant articles from the databases Scopus and Google Scholar. Twenty-six published works met the eligibility criteria and were included in the narrative synthesis and content analysis.FindingsThe most frequently measured mediators of the effects of school leadership on teaching practice were teacher collaboration, professional learning and teacher self-efficacy. Most studies simultaneously modeled multiple mediated pathways from school leadership to teaching practice. However, only a few analyzed studies used time lags when examining relationships between constructs.Originality/valueThis is the first study to systematically review knowledge on pathways through which school leadership is related to classroom instruction. Thus, this review provides a comprehensive understanding of processes through which school leadership achieves its effects on instructional practices.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Axiomatic proof/refutation systems for the paraconsistent modal logics: KN4 and KN4.D are presented. The completeness proofs boil down to showing that every sequent is either provable or refutable. By constructing finite tree-type countermodels from refutations, the refined characterizations of these logics by classes of finite tree-type frames are established. The axiom systems also provide decision procedures for these logics.", - "output": "Philosophy", + "input": "Abstract: PurposeThis study aims to examine the influence of perceived organizational support (POS) on boundary-spanning behaviors (BSBs) among frontline employees in the hospitality industry. It also considered perceived supervisory support (PSS) as a moderating factor within a conceptual model.Design/methodology/approachData were gathered from 651 full-time hospitality employees across 12 hotels in China. The analysis of the data used confirmatory factor analysis and structural equation modeling.FindingsThe findings revealed that POS influences hospitality boundary spanners' BSBs, specifically external representation (ER), internal influence (II) and service delivery (SD). In addition, PSS moderates the relationship between POS and these frontline employees' behaviors.Practical implicationsThis study offers practical strategies for hospitality professionals to enhance frontline employees' BSBs and foster supportive workplaces that drive employee excellence. These strategies encompass cultivating a supportive organizational culture, implementing supportive measures, fostering a sense of belonging among employees and ensuring supervisors' well-being and competence in supporting their teams during daily interactions. These actions effectively motivate customer-contact employees to excel in their performance.Originality/valueFostering a helpful attitude in frontline employees is crucial for service firms' success. Hospitality organizations must provide support to achieve this. Few studies have explored how organizational support contributes positively to the BSBs of customer-contact employees. This study goes beyond oversimplification and delves into the nuanced interplay between perceived support (POS and PSS) and hospitality frontline employees' BSBs, focusing on ER, II and SD. The moderated mediating model enhances the understanding of support dynamics in the organizational context.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objective The aim of this in vitro study was to evaluate the effect of radiotherapy on the surface microhardness and roughness of different bioactive restorative materials. Materials and methods A total of 60-disc specimens (5 mm x 2 mm) were performed in four groups (n = 15 each) from Equia Forte HT, Cention N, Activa Bioactive Restorative, and Beautifil II. Following the polishing procedure (600, 1000, 1200 grit silicon carbide papers), all specimens were irradiated at 2 Gy per fraction, five times a week for a total dose of 70 Gy in 30 fractions over 7 weeks. Before and after the irradiation, the specimens were analyzed regarding the surface roughness and microhardness. Surface morphology was also analyzed by scanning electron microscopy. Kruskal-Wallis test, Wilcoxon test, and paired sample t-test were used for statistical analysis. Results Significant differences were found after radiation with increased mean roughness of both Cention N (p = 0.001) and Beautifil II (p < 0.001) groups. In terms of microhardness, only the Beautifil II group showed significant differences with decreased values after radiation. There were statistically significant differences among the groups' roughness and microhardness data before and after radiotherapy (p < 0.05). Conclusion The effect of radiotherapy might differ according to the type of the restorative material. Although results may differ for other tested materials, giomer tends to exhibit worse behaviour in terms of both surface roughness and microhardness. Clinical relevance In patients undergoing head and neck radiotherapy, it should be taken into consideration that the treatment process may also have negative effects on the surface properties of anti-caries restorative materials.", - "output": "Communication", + "input": "Abstract: BACKGROUND: A significant percentage of patients with congenital heart disease surviving into adulthood will develop arrhythmias. These arrhythmias are associated with an increased risk of adverse events and death. We aimed to assess arrhythmia prevalence, risk factors, and associated health care usage in a large national cohort of patients with adult congenital heart disease.METHODS AND RESULTS: Adults with a documented diagnosis of congenital heart disease, insured by Clalit and Maccabi health services between January 2007 and December 2011, were included. We assessed the associations between arrhythmia and subsequent hospitalization rates and death with mixed negative binomial and Cox proportional hazard models, respectively. Among 11653 patients with adult congenital heart disease (median age, 47years [interquartile range, 31-62]), 8.7% had a tachyarrhythmia at baseline, 1.5% had a conduction disturbance, and 0.5% had both. Among those without a baseline arrhythmia, 9.2% developed tachyarrhythmias, 0.9% developed a conduction disturbance, and 0.3% developed both during the study period. Compared with no arrhythmia (reference group), arrhythmia in the previous 6months was associated with a higher multivariable adjusted hospitalization rate, 1.33-fold higher than the rate of the reference group (95% CI, 1.00-1.76) for ventricular arrhythmia, 1.27-fold higher (95% CI, 1.17-1.38) for atrial arrhythmias, and 1.33-fold higher (95% CI, 1.04-1.71) for atrioventricular block. Atrial tachyarrhythmias were associated with an adjusted mortality hazard ratio (HR) of 1.65 (95% CI, 1.44-2.94), and ventricular tachyarrhythmias with a >2-fold increase in mortality risk (HR, 2.06 [95% CI, 1.44-2.94]).CONCLUSIONS: Arrhythmias are significant comorbidities in the adult congenital heart disease population and have a significant impact on health care usage and survival.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper introduces the life and work of art educator and designer Kurt Rowland (1920-1980) who authored the first set of textbooks on visual education and played a role in the shifting world of art and design education in post-war Britian. We detail the foundational experiences of his extraordinary life in the first half of the 20th century including surviving the Spanish Civil War and La Retirada, being a 'friendly enemy alien', and becoming one of the Dunera boys forced into Australian internment camps. He later went on to develop a new aspect of art and design education he called visual education. We explore Rowland's notion of a visual education, explicating its features, appraising its import, and situating Rowland's ideas to those of his contemporaries. We explore his motivations and how his work advanced art pedagogy. Finally, we argue that Kurt Rowland has been absent in recent literature on art and design education and that his work, which contains elements that have continued relevance today, should not be overlooked.", - "output": "Art", + "input": "Abstract: Importance With exposure to traumatic events and reduced access to mental health care, adolescents of Ukraine during the Russian invasion since February 2022 are at high risk of psychiatric conditions. However, the actual mental health burden of the war has scarcely been documented. Objective To investigate the prevalence of a positive screen for psychiatric conditions among adolescents amidst the ongoing war in Ukraine as well as their associations with war exposure. Design, Setting, and Participants This cross-sectional study reports the results from the first wave of the Adolescents of Ukraine During the Russian Invasion cohort, the largest cohort study on Ukrainian adolescents' mental health during the Russian invasion since 2022. Using self-reported questionnaires, the national-level prevalence of a positive screen for various psychiatric conditions was estimated among adolescents aged 15 years or older attending secondary school in Ukraine in person or online (including those residing abroad but attending Ukrainian secondary school online) and the prevalence among Ukrainian adolescents living abroad due to the war. Exposure Self-reported exposure to war. Main Outcomes and Measures A positive screen for psychiatric conditions. The association between self-reported war exposure and a positive screen for each of the psychiatric conditions was also evaluated. Results A total of 8096 Ukrainian adolescents (4988 [61.6%] female) living in Ukraine or abroad were included in the analyses. Based on national-level estimates, 49.6% of the adolescents were directly exposed to war, 32.0% screened positive for moderate or severe depression, 17.9% for moderate or severe anxiety, 35.0% for clinically relevant psychological trauma, 29.5% for eating disorders, and 20.5% for medium risk or higher of substance use disorder. The burden of psychiatric symptoms was similarly large among Ukrainian adolescents living abroad. Adolescents exposed to war were more likely to screen positive for depression (prevalence ratio [PR], 1.39; 95% CI, 1.29-1.50), anxiety (PR, 1.62; 95% CI, 1.45-1.81), clinically relevant psychological trauma (PR, 1.41; 95% CI, 1.32-1.50), eating disorders (PR, 1.21; 95% CI, 1.12-1.32), and substance use disorder (PR, 1.11; 95% CI, 0.98-1.25). Conclusions and Relevance The findings of this study suggest that the mental health burden of Ukrainian adolescents amidst the Russian invasion of Ukraine is substantial. Mental health care efforts to alleviate the mental health burden of Ukrainian adolescents are needed.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In his massive two-volume monograph Reincarnation and Biology, Ian Stevenson included 75 cases with birthmarks and birth defects affecting the head and neck region of the human body. The present paper provides details of these 75 cases and compares them to 19 similar cases Laura Borges Kirschnick and colleagues found in a systematic review of journal publications. The reports in Stevenson's book are shown to be considerably longer (with a mean of 9 pages vs. 2.1 pages) and more detailed than those considered by Kirschnick etal. Moreover, the cases reported in journals were found not to be representative of those reported in Reincarnation and Biology on several variables. Reincarnation research is unusual among scientific disciplines in its use of book publications and Stevenson's books remain essential resources for the field. Literature reviews in this domain would therefore do well to take into account scholarly books as well as journals. A trustworthiness scale for reincarnation case studies is proposed as an assist to researchers in the construction of study samples.", + "input": "Abstract: This article explores the response of the Spanish trade union Comisiones Obreras (CCOO) during the challenging period of economic crisis coinciding with Spain's transition to democracy and concurrent technological advancements. It reveals that the deliberations within the union went beyond mere economic demands and resistance to industrial changes, embodying a variety of viewpoints in line with broader institutional shifts in the country. The investigation subsequently turns towards a comprehensive analysis of the definitions and ideas expressed within CCOO, particularly during the period from 1978 to 1987. Drawing upon documents from Confederation Secretariat sessions and publications in the Union Gazette (Gaceta Sindical), this research uncovers the nuanced perspectives and considerations driving the union's stance amidst a backdrop of economic upheaval and technological transformations.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The importance of vaccination in combating the COVID-19 pandemic is widely acknowledged. The aim of this study was (1) to understand how one's vaccine conspiracy beliefs would influence their public health news processing, (2) to examine how specific public health news features (i.e., news frame) would influence message processing, and (3) to examine if there were any differences between Black and White participants in their message processing.METHODS: A nationwide online experiment (N=821) with a 3 (vaccine conspiracy beliefs: high vs. moderate vs. low)*2 (participants' race: Black vs. White)*2 (news frames: gain vs. loss) mixed-factorial design was conducted in the United States.RESULTS: Participants' level of vaccine conspiracy beliefs was predictive of their responses to outcome measures. Additionally, Black participants reported higher perceived message effectiveness, more favorable attitudes toward the message, and higher vaccination intentions than White participants. Furthermore, health news that emphasized vaccination benefits produced more favorable attitudes than those emphasizing losses associated with non-vaccination, especially for White participants. Lastly, participants reported more favorable attitudes toward gain-framed health news regardless of their vaccine conspiracy beliefs.CONCLUSION: It is crucial for health officials to work to find effective media message strategies to combat COVID-19 vaccine conspiracy theories and misinformation. Furthermore, this study supports the significance of health organizations' ongoing efforts to tailor public health messaging to specific racial groups, as evidenced by considerable variations in perceptions among Black and White Americans.", - "output": "Communication", + "input": "Abstract: This paper presents the results of a pilot study that combines findings from satellite remote sensing analyses and an intensive interdisciplinary survey conducted in November 2021 on kurgans along the Kurekcay Valley, in western Azerbaijan. Through the integration of various methods, including historical and contemporary satellite and aerial imagery analysis, topographic mapping and geophysical prospections, this research remotely maps and quantifies the density, size, morphology and distribution of the burial mounds in the area. Unlike previous studies focusing solely on individual burial mounds, this investigation adopts a broader approach by contextualizing the kurgans within their respective landscapes. The results contribute to a deeper understanding of the physical and symbolic aspects and relationships of these structures, providing valuable insights into the enduring burial practices that shaped the funerary traditions of the Southern Caucasus during the 4th and 1st millennium BCE. Furthermore, this approach supports an assessment of the condition of the individual kurgans, thereby opening new perspectives to develop innovative plans to protect these burial mounds and their settings.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this research work, a novel fuzzy data transformation technique has been proposed and applied to the hormonal imbalance dataset. Hormonal imbalance is ubiquitously found principally in females of reproductive age which ultimately leads to numerous related medical conditions. Polycystic Ovary Syndrome (PCOS) is one of them. Treatment along with adopting a healthy lifestyle is advised to mitigate its consequences on the quality of life. The biological dataset of hormonal imbalance PCOS provides limited results that is whether the syndrome is present or not. Also, there are input variables that contain binary responses only, to deal with this conundrum, a novel fuzzy data transformation technique has been developed and applied to them thus leading to their fuzzy transformation which provides a broader spectrum to diagnose PCOS. Due to this, the output variable has also been transformed. Hence, a novel fuzzy transformation technique has been employed due to the limitation of the dataset leading to the transition of binary classification output into three classes. An adaptive fuzzy machine learning logic model is developed in which the inference of the transformed biological dataset is performed by the machine learning techniques that provide the fuzzy output. Machine learning techniques have also been applied to the untransformed biological dataset. Both implementations have been compared by computation of the relevant metrics. Machine learning employment on untransformed biological dataset provides limited results whether the syndrome is present or absent however machine learning on fuzzy transformed biological dataset provides a broader spectrum of diagnosis consisting of a third class depicting that PCOS might be present which would ultimately alert a patient to take preventive measures to minimize the chances of syndrome development in future.", - "output": "Philosophy", + "input": "Abstract: As an important component of prehistoric subsistence, an understanding of bone-working is essential for interpreting the evolution of early complex societies, yet worked bones are rarely systematically collected in China. Here, the authors apply multiple analytical methods to worked bones from the Longshan site of Pingliangtai, in central China, showing that Neolithic bone-working in this area, with cervid as the main raw material, was mature but localised, household-based and self-sufficient. The introduction of cattle in the Late Neolithic precipitated a shift in bone-working traditions but it was only later, in the Bronze Age, that cattle bones were utilised in a specialised fashion and dedicated bone-working industries emerged in urban centres.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The Brief Educational Workshops in Secondary Schools Trial (BESST) is an England-wide school-based cluster randomised controlled trial assessing the clinical and cost-effectiveness of an open-access psychological workshop programme (DISCOVER) for 16-18-year-olds. This baseline paper describes the self-referral and other recruitment processes used in this study and the baseline characteristics of the enrolled schools and participants.METHOD: We enrolled 900 participants from 57 Secondary schools across England from 4th October 2021 to 10th November 2022. Schools were randomised to receive either the DISCOVER day-long Stress workshop or treatment as usual which included signposting information. Participants will be followed up for 6months with outcome data collection at baseline, 3-month, and 6-month post randomisation.RESULTS: Schools were recruited from a geographically and ethnically diverse sample across England. To reduce stigma, students were invited to self-refer into the study if they wanted help for stress. Their mean age was 17.2 (SD=0.6), 641 (71%) were female and 411 (45.6%) were from ethnic minority groups. The general wellbeing of our sample measured using the Mood and Feelings Questionnaire (MFQ) found 314 (35%) of students exhibited symptoms of depression at baseline. Eighty percent of students reported low wellbeing on the Warwick Edinburgh Mental Wellbeing Scale (WEMWBS) suggesting that although the overall sample mean is below the cut-off for depression, the self-referral approach used in this study supports distressed students in coming forward.CONCLUSION: The BESST study will continue to follow up participants to collect outcome data and results will be analysed once all the data have been collected.TRIAL REGISTRATION: ISRCTN registry ISRCTN90912799. Registered on 28 May 2020.", - "output": "Economics", + "input": "Abstract: The archaeological site of Calicantone (Sicily, Italy) is known since the 1970s for its necropolis. In 2012, after a survey, archaeologists found close to the necropolis a bi-apsidal hut. The use-wear and technological analysis of the knapped lithic assemblage revealed the presence of artefacts crafted by specialists with advanced technical skills alongside expedient flake tool production. Some technological solutions, such as an obliquely-hafted long pressure-lever blade used as a sickle, are unprecedented for Sicily but find earlier comparisons in the east and north-west Mediterranean. This fact raises questions about the neolithisation in Sicily. Other solutions are novel and shed new light on the function of a particular tool typology, such as the bifacial cleaver used to scrape hides. Furthermore, the lithic assemblage exhibited peculiarities, such as the single functionality of the tools and their brief use, which could be correlated with communal funerary functions performed within the hut.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Microorganisms are crucial elements of terrestrial ecosystems, which play significant roles in improving soil physicochemical properties, providing plant growth nutrients, degrading toxic and harmful chemicals, and biogeochemical cycling. Variations in the types and quantities of root exudates among different plants greatly alter soil physicochemical properties and result in variations in the diversity, structure, and function of soil microorganisms. Not much is understood about the differences of soil fungi and archaea communities for different plant communities in coastal wetlands, and their response mechanisms to environmental changes. In this study, fungal and archaea communities in soils of Suaeda salsa, Phragmites australis, and Spartina alterniflora in the intertidal habitat of coastal wetlands were selected for research. Soil fungi and archaea were analyzed for diversity, community structure, and function using high throughput ITS and 16S rRNA gene sequencing. The study revealed significant differences in fungi and archaea's diversity and community structure in the rhizosphere soil of three plant communities. At the same time, there is no significant difference in the functional groups. SOM, TP, AP, MC, EC and SOM, TN, TP, AP, MC, EC are the primary environmental determinants affecting changes in soil fungal and archaeal communities, respectively. Variations in the diversity, community structure, and ecological functions of fungi and archaea can be used as indicators characterizing the impact of external disturbances on the soil environment, providing a theoretical foundation for the effective utilization of soil microbial resources, thereby achieving the goal of environmental protection and health promotion.", - "output": "Geography", + "input": "Abstract: Hofweber (Ontology and the ambitions of metaphysics, Oxford University Press, 2016) argues for a thesis he calls internalism with respect to natural number discourse: no expressions purporting to refer to natural numbers in fact refer, and no apparent quantification over natural numbers actually involves quantification over natural numbers as objects. He argues that while internalism leaves open the question of whether other kinds of abstracta exist, it precludes the existence of natural numbers, thus establishing what he calls restricted nominalism about natural numbers. We argue that Hofweber's internalism fails to establish restricted nominalism. Not only is his primary argument for restricted nominalism invalid, the analysis of quantification proposed threatens to collapse internalism into either a traditional form of error theory or realism.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Groundbreaking biomedical research has transformed renal transplantation (RT) into a widespread clinical procedure that represents the mainstay of treatment for end-stage kidney failure today. Here, we aimed to provide a comprehensive bibliometric perspective on the last half-century of innovation in clinical RT.METHODS: The Web of Science Core Collection was used for a comprehensive screening yielding 123303 research items during a 50-y period (January 1973-October 2022). The final data set of the 200 most-cited articles was selected on the basis of a citation-based strategy aiming to minimize bias.RESULTS: Studies on clinical and immunological outcomes (n\u2005=\u200563 and 48), registry-based epi research (n\u2005=\u200538), and randomized controlled trials (n\u2005=\u200535) dominated the data set. Lead US authors have signed 110 of 200 articles. The overall level of evidence was high, with 84% of level1 and -2 reports. Highest numbers of these articles were published in New England Journal of Medicine , Transplantation , and American Journal of Transplantation. Increasing trend was observed in the number of female authors in the postmillennial era (26% versus 7%).CONCLUSIONS: This study highlights important trends in RT research of the past half-century. This bibliometric perspective identifies the most intensively researched areas and shift of research interests over time; however, it also describes important imbalances in distribution of academic prolificacy based on topic, geographical aspects, and gender.", - "output": "History", + "input": "Abstract: The High Luminosity Large Hadron Collider (HL-LHC) is a major upgrade to the existing Large Hadron Collider (LHC) at CERN, aimed at increasing the integrated luminosity of the collider by a factor of ten [1]. A key component of the HL-LHC are the superconducting Nb3Sn quadrupole magnets, known as MQXF, whose purpose is to focus the particle beam [3]. In order to ensure the proper operation and structural reliability of the MQXF quadrupoles, it is essential to qualify the welds of their cold mass, used as a He container of the magnets. This paper describes the process of qualification of the welds involved in the closure of the cold mass, including the testing and inspection methods used to evaluate their strength and soundness. The results of the qualification process are used to ensure that the MQXF quadrupoles cold masses can withstand the high-stress operating conditions of the HL-LHC and operate as expected at cryogenic temperature. The qualification process has been used to implement a novel approach for quality control of the production parts using Phased Array Ultrasonic Testing (PAUT). This advanced testing method uses phased array ultrasonic probes to scan the welds and generate a detail 3D image of their internal structure. This allows for a more accurate and efficient inspection of the welds, compared to traditional ultrasonic testing methods. Overall, the welding qualification process for the cold mass of the MQXF quadrupoles is a crucial step in ensuring the safe and reliable operation of the HL-LHC.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The association between geothermal fluids and lithium -rich brines in salt flats has been evaluated in a unique natural laboratory in the Chilean Andes. The area encompasses Laguna Verde (LV), a hypersaline lake, and a salt flat (salar) within a closed basin surrounded by volcanoes. The predominant lithology consists of andesitic-dacitic rocks, with limited occurrences of rhyolitic rocks. The LV geothermal system exhibits surface manifestations, including over 20 hot springs reaching 47 C-degrees along the lake's southern margin. The upflow zone is represented by the fumarolic field in the Nevado Ojos del Salado volcano, 25 km southwest of LV. Lithium concentrations range from 2.76 to 4.46 mg/L in thermal water and 0.59 to 0.76 mg/L in the Penas Blancas river water, which feeds into LV after passing through a volcanic environment rich in lithium -bearing rocks. However, the thermal waters contribute over six times more lithium than non -thermal waters, highlighting their significance in releasing and transporting lithium from the source rocks to its eventual accumulation in LV. This natural laboratory at LV provides an excellent opportunity to evaluate the association between geothermal fluids and lithium -rich brines, offering valuable insights into the processes involved in lithium enrichment in similar geological and climatic conditions in other geographic areas.", - "output": "Geography", + "input": "Abstract: The aim of this study is to show how an entrepreneurial project that identifies a future form of value may not be motivated by the search for personal financial gain. Based on the new entrepreneurial history framework, the paper analyzes the process by which FC Barcelona was created and consolidated, at a time when football was strictly amateur in nature. It was an entrepreneurial project deployed in a dynamic process based on trial and error characterized by three decisive entrepreneurial momentums: the creation of the club in 1899; its rebirth in 1908; and the construction of a large stadium in 1922. From uncertain beginnings, the club's eventual consolidation led to long-term socio-economic change and presents the main characteristics of a Schumpeterian creative response since it was key in the introduction of a sport that changed the way in which leisure was consumed in Spain.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The use of soil microarthropods as indicators of soil pollution in home gardens of an industrial area has been covered in this study. Soil samples were collected from 25 home gardens in three zones in Eloor during summer and North East monsoon from 2014 to 2018, for the study of soil microarthropods, soil properties, soil nutrients, and trace elements. The relationships among QBS-ar, microarthropod abundance, soil properties, and soil nutrients, were used to estimate the pollution hazard of the industrial area. The microarthropods present in the study area were Coleoptera, Hymenoptera, Diplopoda, and Araneae. A prominent study area feature was the absence of Collembola and Acari. The QBS-ar index score in these regions showed that the home gardens located adjacent to the industrial area showed low soil quality, with soil quality class values ranging from 1 to 2 throughout the study period. Discriminant analysis of soil nutrients with soil properties and microarthropod abundance showed that in Zone 1 and Zone 2, the data in 2018 was very well discriminated compared to other years. The hazard assessment in the Eloor region showed various levels of hazard zonation: Zone 1 with high-hazard and medium-hazard areas, Zone 2 with medium-hazard areas, and Zone 3 with low- and medium-hazard areas. The study is one of the first kinds that have used QBS-ar scores and soil properties along with soil nutrients and trace elements for estimating the level of hazard in home garden agroecosystems and thus points to an easy, simple, and practical approach in the monitoring and management of soil ecosystems.", + "input": "Abstract: The nonrandom association between landscape characteristics and the dominant life history strategies observed in species pools is a typical pattern in nature. Here, we argue that these associations determine predictable changes in the relative importance of assembly mechanisms along broadscale geographic gradients (i.e., the geographic context of metacommunity dynamics). To demonstrate that, we employed simulation models in which groups of species with the same initial distribution of niche breadths and dispersal abilities interacted across a wide range of landscapes with contrasting characteristics. By assessing the traits of dominant species in the species pool in each landscape type, we determined how different landscape characteristics select for different life history strategies at the metacommunity level. We analyzed the simulated data using the same analytical approaches used in the study of empirical metacommunities to derive predictions about the causal relationships between landscape characteristics and dominant life histories in species pools, as well as their reciprocal influence on empirical inferences regarding the assembly process. We provide empirical support for these predictions by contrasting the assembly of moth metacommunities in a tropical versus a temperate mountainous landscape. Together, our model framework and empirical analyses demonstrate how the geographic context of metacommunities influences our understanding of community assembly across broadscale ecological gradients.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigates the intricate and enduring interplay of historical events, human activities, and natural processes shaping the landscape of North European Plain in western Poland over 230years. Topographic maps serve as reliable historical data sources to quantify changes in forest, grassland, and wetland areas, scrutinizing their fragmentation and persistence. The primary objectives are to identify the permanent areas of the landscape and propose a universal cartographic visualization method for effectively mapping these changes. Using topographic maps and historical data, this research quantifies land cover changes, especially in forest, grassland, and wetland areas. With the help of retrogressive method we process raster historical data into vector-based information. Over time, wetlands experienced a substantial reduction, particularly in 1960-1982, attributed to both land reclamation and environmental factors. Grassland areas fluctuated, influenced by wetland and drier habitat dynamics. Fragmentation in grassland areas poses biodiversity and ecosystem health concerns, whereas forested areas showed limited fluctuations, with wetland forests nearly disappearing. These findings highlight wetland ecosystems' sensitivity to human impacts and emphasize the need to balance conservation and sustainable development to preserve ecological integrity. This study advances landscape dynamics understanding, providing insights into historical, demographic, economic, and environmental transformations. It underscores the imperative for sustainable land management and conservation efforts to mitigate human impacts on ecosystems and biodiversity in the North European Plain.", - "output": "History", + "input": "Abstract: Democracy is increasingly being challenged, by disengagement and by anti-pluralist movements (Levitsky and Ziblatt in How Democracies Die: What History Reveals About Our Future, Viking, New York, 2018; Wikforss in D & auml;rf & ouml;r demokrati. Om kunskapen och folkstyret [Because of this, democracy. On knowledge and people's rule] Fri Tanke, 2021; Svolik et al. in J Democr 34(1):5-20, 2023). This article draws upon a theoretical discussion about democracy, pluralism, and threats to democracy. Departing from Dewey, Laclau, Mouffe, Young and Allen, we address democracy as an ideology that centers around pluralism, or an ever-increasing inclusion of voices from the margins as its goal. We argue that perceiving democracy pedagogically as a pluralistic ideology would support students' democratic citizenship and equip them for a world where threats to democracy are being reported. Employing a case study on Finnish social studies textbooks, we analyze how democracy as well as threats to democracy are discursively portrayed. Our study shows that the textbooks present democracy as predominantly institutional and static. We also find that while disengagement is portrayed as a problem for democracy, anti-pluralist movements are generally not referred to as a threat. Additionally, we examine a discourse in the textbooks that connects freedom of speech with democracy in a way that favors a multitude of opinions, even antidemocratic ones, over creating space for marginalized voices. Drawing on the theoretical discussion and the results of the analysis, we argue that a focus on pluralism as the core of democracy makes the opposition between restricting hate speech and advocating for democracy redundant.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Inefficient education is a cause of anxiety and low self-efficacy among caregivers, especially for those caring for patients with tracheostomy. This randomized controlled trial aimed to compare the outcomes of tracheostomy care education by mannequin-based simulation and smartphone application. The participants were 126 primary caregivers of tracheostomy patients being discharged home from hospitals affiliated with Tehran University of Medical Sciences. The control group received routine care. Caregiver self-efficacy was assessed using the Caregiver Inventory and the Hamilton Anxiety Rating Scale prior to the education and 1 month after. There were significant differences among the three groups regarding the mean scores of self-efficacy and anxiety. There was a significant increase in self-efficacy (P \u2264 .0001) and a significant decrease in anxiety (P \u2264 .0001) scores after the intervention. The intergroup comparison showed a significant difference between the intervention groups and the control group in terms of changes in the anxiety and self-efficacy scores of caregivers (P < .001).", - "output": "Communication", + "input": "Abstract: In this wide-ranging conversation, six scholars of South Africa detail threads of continuity and change in the historiographies, popular memories, archives, research agendas, methodologies, and within the South African academy and historical professional since the end of formal apartheid in 1994.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Thibaut Brunet is a group leader at the Institut Pasteur in Paris, France, where he works on choanoflagellates (known as 'choanos' for short). These unicellular organisms are close relatives of animals that have the potential to form multicellular assemblies under certain conditions, and Thibaut's lab are leveraging them to gain insights into how animal morphogenesis evolved. We met with Thibaut over Zoom to discuss his career path so far, and learnt how an early interest in dinosaurs contributed to his life-long fascination with evolutionary biology.", - "output": "History", + "input": "Abstract: BACKGROUND: Musculoskeletal consultations constitute a growing portion of primary care physician (PCP) referrals. Optimizing communication between PCPs and orthopaedists can potentially reduce time spent in the electronic medical record (EMR) as well as physician burnout. Little is known about the preferences of PCPs regarding communication from orthopaedic surgeons. Hence, the present study investigated, across a large health network, the preferences of PCPs regarding communication from orthopaedists.METHODS: A total of 175 PCPs across 15 practices within our health network were surveyed. These providers universally utilized Epic as their EMR platform. Five-point, labeled Likert scales were utilized to assess the PCP-perceived importance of communication from orthopaedists in specific clinical scenarios. PCPs were further asked to report their preferred method of communication in each scenario and their overall interest in communication from orthopaedists. Logistic regression analyses were performed to determine whether any PCP characteristics were associated with the preferred method of communication and the overall PCP interest in communication from orthopaedists.RESULTS: A total of 107 PCPs (61.1%) responded to the survey. PCPs most commonly rated communication from orthopaedists as highly important in the scenario of an orthopaedist needing information from the PCP. In this scenario, PCPs preferred to receive an Epic Staff Message. Scenarios involving a recommendation for surgery, hospitalization, or a major clinical change were also rated as highly important. In these scenarios, an Epic CC'd Chart rather than a Staff Message was preferred. Increased after-hours EMR use was associated with diminished odds of having a high interest in communication from orthopaedists (odds ratio, 0.65; 95% confidence interval, 0.48 to 0.88; p = 0.005). Ninety-three PCPs (86.9%) reported spending 1 to 1.5 hours or more per day in Epic after normal clinical hours, and 27 (25.2%) spent >3 hours per day. Forty-six PCPs (43.0%) reported experiencing \u22651 symptom of burnout.CONCLUSIONS: There were distinct preferences among PCPs regarding clinical communication from orthopaedic surgeons. There was also evidence of substantial burnout and after-hours work effort by PCPs. These results may help to optimize communication between PCPs and orthopaedists while reducing the amount of time that PCPs spend in the EMR.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Baltic amber is often considered the principal Scandinavian commodity exchanged for metal from ore-rich regions in Europe. If correct, this may explain the astonishing metal wealth of the Nordic Bronze Age and the modest social consumption of amber locally. The hypothesis of a metal-for-amber principle behind the trade is here for the first time assessed on scales from micro to macro. Amber finds were charted across Europe, and the result was then compared to evidence for regular shifts in copper ore preferences/availability, as found in the systematically changing isotopic/elemental composition of Nordic metal objects in c. 2100-1200 BC. Comparisons indicate that amber and metal followed similar spatiotemporal trajectories with major reorganizations at the turn from the Early to the Middle Bronze Age. Shifts in amber distribution correlate with the geography of metal sources used in both periods and flows of metal to Scandinavia and amber to Europe appear to be contingent even in subperiods. Major European amber tracks - and the crossroads hubs controlling them - were identified for the transfer of goods, yet again revealing major changes at the transition to the Middle Bronze Age. The social roles and meanings of amber among Nordic communities were likewise examined, suggesting that bearers of amber played a role in exercising social control of this resource. It is concluded that amber almost certainly was exchanged for metal.", + "input": "Abstract: Pig and dog were highly valued animals in pre-contact Polynesia. In this paper, I focus on pig and dog use in the resource rich, and hierarchically complex, pre-contact Society Island chiefdoms. Utilizing ethnohistoric data and human-centred use-webs data, I provide a preliminary study of the diverse ways that pigs and dogs were used in pre-contact Ma'ohi life across 13 use categories. Ethnohistoric analyses indicate that pigs, and to some extent dogs, were intimately associated with elite ceremonial use, yet pigs were commonly associated with war and fertility rituals, while dogs were commonly associated with peacekeeping events. Preliminary comparison of pig and dog frequencies at eight excavated archaeological sites suggests pig bones far outnumber dog bones. There is also differential recovery of pig and dog bone in terms of site function and site status, with high status temples dating to the Centralization Phase having the highest incidence of both species. It is highly likely that the advent of the 'Oro war cult led to intensified pig husbandry, given this animal's robust associations with ritual use, moral notions of chiefly power and cosmology. Why dog husbandry was less intensified in the Society Islands, and why this animal was perhaps accessed largely through long-distance trade relationships, is an ongoing question.Le cochon et le chien etaient des animaux tres apprecies en Polynesie preeuropeenne. Dans cet article, je me concentre sur l'utilisation des porcs et des chiens dans les chefferies des iles de la Societe, riches en ressources et hierarchiquement complexes, avant le contact avec les Europeens. En utilisant des donnees ethnohistoriques et des donnees sur les reseaux d'utilisation centres sur l'humain, je propose une etude preliminaire des diverses manieres dont les porcs et les chiens etaient utilises dans la vie Ma'ohi avant le contact avec 13 categories d'utilisation. Les analyses ethnohistoriques indiquent que les porcs, et dans une certaine mesure les chiens, etaient intimement associes a l'usage ceremonial des elites, mais que les porcs etaient generalement associes aux rituels de guerre et de fertilite, tandis que les chiens etaient generalement associes aux evenements de maintien de la paix. Une comparaison preliminaire des frequences de porcs et de chiens sur huit sites archeologiques fouilles suggere que les os de porc sont bien plus nombreux que les os de chiens. Il existe egalement une recuperation differentielle des os de porc et de chien en termes de fonction et de statut du site, les temples de haut statut datant de la phase de centralisation ayant la plus forte incidence des deux especes. Il est fort probable que l'avenement du culte de guerre 'Oro ait conduit a une intensification de l'elevage de porcs, etant donne les fortes associations de cet animal avec l'usage rituel, les notions morales de pouvoir principal et la cosmologie. Pourquoi l'elevage de chiens etait-il moins intensifie dans les iles de la Societe, et pourquoi cet animal etait peut-etre accessible en grande partie grace a des relations commerciales a longue distance, reste une question constante.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Microplastics (MPs) act as carriers for organic pollutants (e.g. antibiotics) and microorganisms (e.g. bacteria) in waters, leading to the proliferation of antibiotic resistance genes. Moreover, the antibiotics adsorbed on MPs may exacerbate this process. For further research, it is necessary to understand the types and amounts of antibiotics adsorbed on MPs. However, due to the heavy work of MPs collection and sample pretreatment, there is a lack of analytical methods and relevant data. In this study, an in -tube solid phase microextraction (IT-SPME) on-line coupled to HPLC-MS/MS method based on amorphous precursor polymer of three-dimensional covalent organic frameworks/monolith-based composite adsorbent was developed, which could efficiently capture, enrich and analyze tetracycline (TCs) antibiotics. Under the optimal extraction parameters, the developed method was capable of detecting TCs at levels as low as 0.48-1.76 pg. This method was applied to analyze the TCs adsorbed on MPs of different particle sizes in mariculture water for the first time, requiring a minimum amount of MPs of only 1 mg. Furthermore, it was observed that there could be an antagonistic relationship between algal biofilm and TCs loaded on MPs. This approach could open up new possibilities for analyzing pollutants on MPs and support deeper research on MPs.", - "output": "Economics", + "input": "Abstract: Understanding the rainfall-triggering mechanisms influencing loess landslides and developing targeted prevention and control strategies are critical challenges in engineering. This study focused on a representative landslide-prone area in Huxian County, Xi'an, China, and field experiments involving artificial rainfall simulations were conducted. Utilizing the annual rainfall statistics for Huxian County, three distinct rainfall scenarios-light, moderate, and heavy-were established. The aim was to explore the correlation between internal pore water pressure and temporal and depth-related changes during the postrainfall stage. At the same time, reflective patches were placed on the slope and total stations were used to monitor the impact of different rainfall intensities on slope displacement. Based on the field data, a three-dimensional simulation validation was executed using Surfer software. Our findings suggest that increasing rainfall intensity directly correlates with higher internal pore water pressure. As the rainfall persisted, the daily amplitude of pore water pressure initially surged before moderating, ultimately exhibiting a logarithmic trend with depth. The effective influence depths of the daily amplitude of pore water pressure during light, moderate, and heavy rainfall stages were found to be 1.6, 2.2, and 5.0 m, respectively. Following cessation of the rainfall, the surface pore water pressure underwent substantial change, and the daily amplitude rapidly declined before stabilizing. Slope displacement consistently increased from the summit to the base throughout the rainfall stages, with the base being most susceptible to sliding instability. The maximum displacement at the foot of the slope was in Columns 3-5, with a maximum displacement value of 1,158 mm. Proximity to the slope's base correlated with greater gravitational and downward forces. Specific maximum displacement values were recorded at different locations along the slope, revealing the most significant changes along the slope's centerline. This work will contribute to the effective management and landslide prevention of loess slopes.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In European painting, a transition took place where artists started to consciously introduce blurred or soft contours in their works. There may have been several reasons for this. One suggestion in art historical literature is that this may have been done to create a stronger sense of volume in the depicted figuresor objects. Here we describe four experiments in which we tried to test whether soft or blurred contours do indeed enhance a sense volume or depth. In the first three experiments, we found that, for both paintings and abstract shapes, three dimensionality was actually decreased instead of increased for blurred (and line) contours, in comparison with sharp contours. In the last experiment, we controlled for the position of the blur (on the lit or dark side) and found that blur on the lit side evoked a stronger impression of three dimensionality. Overall, the experiments robustly show that an art historical conjecture that a blurred contour increases three dimensionality is not granted. Because the blurred contours can be found in many established art works such as from Leonardo and Vermeer, there must be other rationales behind this use than the creation of a stronger sense of volume or depth.", - "output": "Art", + "input": "Abstract: Patina formed on ancient glass holds potential to be a useful tool in determining the age of patina and to interpreting its formative environment climatically, pedogenically, hydrochemically and biologically. To date, its usefulness in this regard appears to have been underestimated. However, if patina is to be used as a reliable indicator of age and the environmental conditions underpinning its formation, there needs to be a systematic examination and understanding of its development under controlled laboratory conditions using various types of glass and with various climate types and soil types. As such, to calibrate and interpret the age of patina, processes of its development and products of its formation, we believe that it is useful to produce patina under varying experimental conditions in the laboratory. This paper focuses on the successful experimental development of patina on glass under controlled laboratory conditions and paves the way for further exploration of the rich resource of information that can result from such experimentation. We cannot produce in detail the full range of long-term products of patination.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aims to comprehend and test the mediating effect of Green Process Innovation (GPI) and the moderating effect of Green Dynamic Capabilities (GDC) on Artificial Intelligence (AI) enabled Green Business Strategies (GBS) and Environmental Performance (EP) relationship. 252 manufacturing sector employees in North India participated in the data collection. The study used Structural equation modelling and Process Macro for investigating the hypothesized model. The results supported the hypothesized association between AIenabled GBS and EP. The study found that GPI mediate the constructive association between AI -enabled GBS and EP. GDC emerged as significant moderators for AI -enabled GBS and EP relationship. The article offers some helpful inputs for the Indian manufacturing industry to understand the importance of AI -enabled GBS in enhancing EP to move towards Carbon neutrality. The results suggest some practical implications for organizations wherein firms can maintain their focus on GPI at the organizational level by having AI -backed GBS, which will help the business achieve better EP. There is a scope to dig deep on comprehending the moderating impact of GDC in this context. The study recommends that GDC can further boost GPI, which will ultimately impact the firm's goal of carbon neutrality by shaping EP.", - "output": "Law", + "input": "Abstract: The social media platform and the information dissemination revolution have changed the thinking, needs, and methods of students, bringing development opportunities and challenges to higher education. This paper introduces social media into the classroom and uses quantitative analysis to investigate the relation between design college students' learning self-efficacy and social media for design students, aiming to determine the effectiveness of social media platforms on self-efficacy. This study is conducted on university students in design media courses and is quasi-experimental, using a randomized pre-test and post-test control group design. The study participants are 73second-year design undergraduates. Independent samples t-tests showed that the network interaction factors of social media had a significant impact on college students learning self-efficacy. The use of social media has a significant positive predictive effect on all dimensions of learning self-efficacy. Our analysis suggests that using the advantages and value of online social platforms, weakening the disadvantages of the network, scientifically using online learning resources, and combining traditional classrooms with the Internet can improve students' learning self-efficacy.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This Viewpoint describes implications for medicine and public health if the US Supreme Court decides to overturn or narrow Chevron deference.", + "input": "Abstract: The public will rightly not value a science that is more concerned with demographic population matching than with ideas. Taking further steps in the direction of identity politics will reduce public confidence in psychology's conclusions and reduce trust and respect. If psychology embraces demographic quotas, there will be self-selection out of the discipline, and that self-selection will harm our science.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Scientific evidence is important to evidence-based practice. Hence, the application of evidence-based practice requires relevant skills and an understanding of science, which therefore need to be learned and trained during the undergraduate program in physiotherapy. The aim of this study was to investigate attitudes, perceived competence, and conditions for a scientific approach among physiotherapy students in Sweden, and to compare attitudes and perceived competence between students in different program years.METHODS: Physiotherapy students from six universities (n=1499) were invited to respond to a digital survey. The survey contained questions regarding attitudes toward science, perceived competence in research interpretations and open comments regarding requirements for a strengthened scientific approach during education. Comparisons between education years were performed with ANOVA/Kruskal\u2012Wallis test (scale outcomes) and logistic regression (binary outcomes).RESULTS: A total of 466 students responded to the survey. In total, 57% (n=266) of the students had a high interest in science. No significant difference in interest in science was found between students in the three program years, but 75% (n=347) reported increased interest during the program. A perceived high ability to understand the structure and performance of scientific studies was reported by 31% (n=144), to evaluate the methodology by 16% (n=72) and to interpret statistical results from scientific studies by 12% (n=55). The lowest perceived competence was reported among students in their second year (p<0.05). A majority of the students (88%; n=410) reported a perceived personal need for strengthened conditions for a scientific approach, with suggested prerequisites during education via increased theoretical and applied understanding of the research.CONCLUSION: Even though this study does not fully cover physiotherapy students at all undergraduate programmes in Sweden, the results support that a scientific approach and training should be strengthened during education to enable physiotherapists to understand and interpret science and to fully apply an evidence-based approach in upcoming clinical practice. Both theoretical and applied knowledge and understanding are needed.", - "output": "Education", + "input": "Abstract: Myriad palpable benefits are associated with building information modeling (BIM) usage in the construction industry, but its full integration has been impeded by the necessary culture change required to release its inherent latent potential. Therefore, fully comprehending and investigating cultural manifestations of BIM-enabled construction organizations is critical to drive such change. Yet curiously, research in this field is scant due to the phenomenon's inherent complexity and subjective nature. Therefore, this study identifies and delineates underlying beliefs that are evident in BIM practices within a contractor construction organization by leveraging Schein's three-layered organizational culture model as the theoretical framework to analyze and interpret the primary and secondary data sourced from a case study research design. A large-scale BIM-enabled contractor organization represented the case, and the organizational BIM environment constituted the unit of analysis. Data were collected through eight in-depth semistructured interviews, direct observations, and documentation. Underlying beliefs are identified, suggesting that the company uses a combination of autocratic and participative decision-making methods, prioritizing teamwork, cooperation, and groupism over individualistic and competitive orientations. Emergent findings also reveal that employees believe in the inherent goodness of human nature and the latent capacity of individuals to govern themselves, fostering trust and autonomy within the organization. Professional behavior and conduct take a pragmatic, risk-taking, and trial-and-error approach to derive truth and reality. The organization believes in dominating the external environment rather than being submissive and considers a balance between present and future the most appropriate unit of time. Accordingly, the study enables managers to understand the shared beliefs of the employees concerning BIM and make decisions accordingly to promote and augment a harmonious alignment between cultural aspects and BIM practices.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Between 1898 and 1940, eight human cases of diphyllobothriasis were reported in Argentina, always in recently arrived European immigrants. In 1982, the first autochthonous case was detected, and since then, 33 other autochthonous cases have been reported, totaling 42 cases of human diphyllobothriasis in Argentina before the present study. Our aim is to update the information on diphyllobothriasis in Argentina by identifying specimens from new cases using morphometrical and/or molecular methods. We also aim to assess the epidemiological relevance of this food-borne disease in the country. Anamnestic data were obtained from patients or professionals, along with 26 worms identified using morphometrical (21 samples) and molecular techniques (5 samples). All the patients acquired the infection by consuming freshwater salmonids caught in Andean lakes in Northern Patagonia. Morphometrics and DNA markers of worms were compatible with Dibothriocephalus latus. In total, 68 human cases have been detected in Argentina, 60 of which were autochthonous. The human population living North-western Patagonia, whose lakes are inhabited by salmonids, is increasing. Similarly, the number of other definitive hosts for Dibothriocephalus dendriticus (gulls) and for D. latus (dogs) is also increasing. In addition, salmonid fishing and the habit of consuming home-prepared raw fish dishes are becoming widespread. Therefore, it is to be expected that diphyllobothriasis in Argentina will increase further.", + "input": "Abstract: BACKGROUND: Depression is prevalent among Operation Enduring Freedom and Operation Iraqi Freedom (OEF/OIF) Veterans, yet rates of Veteran mental health care utilization remain modest. The current study examined: factors in electronic health records (EHR) associated with lack of treatment initiation and treatment delay; the accuracy of regression and machine learning models to predict initiation of treatment.METHODS: We obtained data from the VA Corporate Data Warehouse (CDW). EHR data were extracted for 127,423 Veterans who deployed to Iraq/Afghanistan after 9/11 with a positive depression screen and a first depression diagnosis between 2001 and 2021. We also obtained 12-month pre-diagnosis and post-diagnosis patient data. Retrospective cohort analysis was employed to test if predictors can reliably differentiate patients who initiated, delayed, or received no mental health treatment associated with their depression diagnosis.RESULTS: 108,457 Veterans with depression, initiated depression-related care (55,492 Veterans delayed treatment beyond one month). Those who were male, without VA disability benefits, with a mild depression diagnosis, and had a history of psychotherapy were less likely to initiate treatment. Among those who initiated care, those with single and mild depression episodes at baseline, with either PTSD or who lacked comorbidities were more likely to delay treatment for depression. A history of mental health treatment, of an anxiety disorder, and a positive depression screen were each related to faster treatment initiation. Classification of patients was modest (ROC AUC=0.59 95%CI=0.586-0.602; machine learning F-measure=0.46).CONCLUSIONS: Having VA disability benefits was the strongest predictor of treatment initiation after a depression diagnosis and a history of mental health treatment was the strongest predictor of delayed initiation of treatment. The complexity of the relationship between VA benefits and history of mental health care with treatment initiation after a depression diagnosis is further discussed. Modest classification accuracy with currently known predictors suggests the need to identify additional predictors of successful depression management.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objective. The percutaneous puncture lung mass biopsy procedure, which relies on preoperative CT (Computed Tomography) images, is considered the gold standard for determining the benign or malignant nature of lung masses. However, the traditional lung puncture procedure has several issues, including long operation times, a high probability of complications, and high exposure to CT radiation for the patient, as it relies heavily on the surgeon's clinical experience. Approach. To address these problems, a multi-constrained objective optimization model based on clinical criteria for the percutaneous puncture lung mass biopsy procedure has been proposed. Additionally, based on fuzzy optimization, a multidimensional spatial Pareto front algorithm has been developed for optimal path selection. The algorithm finds optimal paths, which are displayed on 3D images, and provides reference points for clinicians' surgical path planning. Main results. To evaluate the algorithm's performance, 25 data sets collected from the Second People's Hospital of Zigong were used for prospective and retrospective experiments. The results demonstrate that 92% of the optimal paths generated by the algorithm meet the clinicians' surgical needs. Significance. The algorithm proposed in this paper is innovative in the selection of mass target point, the integration of constraints based on clinical standards, and the utilization of multi-objective optimization algorithm. Comparison experiments have validated the better performance of the proposed algorithm. From a clinical standpoint, the algorithm proposed in this paper has a higher clinical feasibility of the proposed pathway than related studies, which reduces the dependency of the physician's expertise and clinical experience on pathway planning during the percutaneous puncture lung mass biopsy procedure.", + "input": "Abstract: To improve robot relocalization accuracy in both static and dynamic environments, we introduce a novel network, FusedNet, which incorporates a cross-attention to fuse global and local image features for end-to-end relocalization. This approach relies solely on a monocular camera sensor that is fixed on the mobile robot, and directly predicts the absolute pose from the input RGB image. Additionally, we have collected a mobile robot relocalization dataset, termed moBotReloc, consisting of dynamic large-scale scenes, using the Unity 3D simulation platform and a real mobile robot. Through extensive experiments on 7Scenes and moBotReloc, we demonstrate that FusedNet achieves significant accuracy in 6-DoF camera relocalization in static scenes, and exhibits superior relocalization performance in dynamic large-scale scenes for mobile robot applications, outperforming existing end-to-end methods that rely solely on a single global or local feature.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The objective of this study is to provide an analysis of the processes involved in the construction of the perception of a cross-border sustainable tourism destination image in peripheral regions. The research presented was conducted using an empirical approach that merges qualitative and quantitative techniques. The main results of this study include the identification of the key components that contribute to the formation of the image of a sustainable cross-border tourist destination in the region encompassing Alcoutim (Portugal) and Sanlucar de Guadiana (Spain).", + "input": "Abstract: Satellite-based near-real-time forest disturbance alerting systems have been widely used to support law enforcement actions against illegal and unsustainable human activities in tropical forests. The availability of multiple optical and radar-based forest disturbance alerts, each with varying detection capabilities depending mainly on the satellite sensor used, poses a challenge for users in selecting the most suitable system for their monitoring needs and workflow. Integrating multiple alerts holds the potential to address the limitations of individual systems. We integrated radar-based RAdar for Detecting Deforestation (RADD) (Sentinel-1), and optical-based Global Land Analysis and Discovery Sentinel-2 (GLAD-S2) and GLAD-Landsat alerts using two confidence rulesets at ten 1 degrees sites across the Amazon Basin. Alert integration resulted in faster detection of new disturbances by days to months, and also shortened the delay to increased confidence. An increased detection rate to an average of 97% when combining alerts highlights the complementary capabilities of the optical and cloud-penetrating radar sensors in detecting largely varying drivers and environmental conditions, such as fires, selective logging, and cloudy circumstances. The most improvement was observed when integrating RADD and GLAD-S2, capitalizing on the high temporal observation density and spatially detailed 10 m Sentinel-1 and 2 data. We introduced the highest confidence class as an addition to the low and high confidence classes of the individual systems, and showed that this displayed no false detection. Considering spatial neighborhood during alert integration enhanced the overall labeled alert confidence level, as nearby alerts mutually reinforced their confidence, but it also led to an increased rate of false detections. We discuss implications of this study for the integration of multiple alert systems. We demonstrate that alert integration is an important data preparation step to make use of multiple alerts more user-friendly, providing stakeholders with reliable and consistent information on new forest disturbances in a timely manner. Google Earth Engine code to integrate various alert datesets is made openly available.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Extratropical cyclones play a crucial role in balancing the global momentum, energy, and moisture, and also, they shape the extreme weather events over the extra-tropics. As the strongest category of the extratropical cyclones, the explosive extratropical cyclones (EECs) frequently induce severe disasters through their strong surface winds. During the entire lifespan of an EEC, there is a maximum value of its surface wind (i.e. the maximum surface wind; MSW), which processes the greatest destructive power. After nearly a century of research on the EECs, key features about their MSWs still remain vague. In this study, we systematically investigate the EECs' MSWs over the North Atlantic storm track (NAST) based on the ERA-Interim reanalysis. It is found that, the average intensity of EECs' MSWs shows a significant increasing trend of similar to 0.3 m s-1 per 10a. More importantly, for the last 20 years, even larger increasing rates of 1.5 m s-1 and 3.5 m s-1 per 10a are found in the average and maximum intensities of the EECs' MSWs, respectively, implying the EECs' risks increase notably for the NAST. We further clarify the physical mechanisms governing the production of EECs' MSWs, and then establish a mechanism-based statistical model, which has the potential to predict the MSWs' annual average intensity. In summary, our study fills a knowledge gap for the EECs' MSWs, which would have broad implication of the economics and society.", - "output": "Geography", + "input": "Abstract: BACKGROUND: Schools play a crucial role in promoting health education and awareness about infectious diseases. This study aims to examine teachers' and administrators' awareness and attitudes towards infectious diseases and their specific health-related applications.METHODS: This study used a new scale to collect survey data from 435 teachers and administrators. The validity and reliability of the scale were assessed by factor analysis. Pearson correlation and regression analysis were conducted to explore the relationships between variables. T-tests and one-way ANOVA were employed for group comparisons.RESULTS: The findings revealed a concerning skepticism among a significant portion of participants towards the effectiveness of vaccines in ending epidemics and a lack of health education activities in schools. Significant differences were observed in the scores for physical measures, educational activities, awareness, observation, and attitudes based on school type and ownership of certificates (p\u22640.05).CONCLUSIONS: This study highlights the need for continuous education and awareness-raising efforts to develop sustainable school health practices. Integrating diverse health professionalsinto school health management teams can enhance health services in educational settings. The present study also emphasizes the importance of comprehensive health education in understanding infectious diseases, preventive measures, and proper hygiene practices.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Across 133 confirmed mpox zoonotic index cases reported during 1970-2021 in Africa, cases occurred year-round near the equator, where climate is consistent. However, in tropical regions of the northern hemisphere under a dry/wet season cycle, cases occurred seasonally. Our findings further support the seasonality of mpox zoonotic transmission risk.", - "output": "History", + "input": "Abstract: BACKGROUND: The Chloranthaceae comprise four extant genera (Hedyosmum, Ascarina, Chloranthus and Sarcandra), all with simple flowers. Molecular phylogenetics indicates that the Chloranthaceae diverged very early in angiosperm evolution, although how they are related to eudicots, magnoliids, monocots and Ceratophyllum is uncertain. Fossil pollen similar to that of Ascarina and Hedyosmum has long been recognized in the Early Cretaceous, but over the last four decades evidence of extinct Chloranthaceae based on other types of fossils has expanded dramatically and contributes significantly to understanding the evolution of the family.SCOPE: Studies of fossils from the Cretaceous, especially mesofossils of Early Cretaceous age from Portugal and eastern North America, recognized diverse flowers, fruits, seeds, staminate inflorescences and stamens of extinct chloranthoids. These early chloranthoids include forms related to extant Hedyosmum and also to the Ascarina, Chloranthus and Sarcandra clade. In the Late Cretaceous there are several occurrences of distinctive fossil androecia related to extant Chloranthus. The rich and still expanding Cretaceous record of Chloranthaceae contrasts with a very sparse Cenozoic record, emphasizing that the four extant genera are likely to be relictual, although speciation within the genera might have occurred in relatively recent times. In this study, we describe three new genera of Early Cretaceous chloranthoids and summarize current knowledge on the extinct diversity of the group.CONCLUSIONS: The evolutionary lineage that includes extant Chloranthaceae is diverse and abundantly represented in Early Cretaceous mesofossil floras that provide some of the earliest evidence of angiosperm reproductive structures. Extinct chloranthoids, some of which are clearly in the Chloranthaceae crown group, fill some of the morphological gaps that currently separate the extant genera, help to illuminate how some of the unusual features of extant Chloranthaceae evolved and suggest that Chloranthaceae are of disproportionate importance for a more refined understanding of ecology and phylogeny of early angiosperm diversification.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Chile rapidly implemented an extensive COVID-19 vaccination campaign, deploying a diversityof vaccines with a strategy that prioritized the elderly and individuals with comorbidities. This study aims to assessthedirect impact of vaccination on the number of COVID-19 related cases, hospital admissions, ICU admissions and deaths averted during the first year and a half of the campaign.METHODS: Via Chile's transparency law, we obtained access to weekly event counts categorized by vaccination status and age. Integrating this data with publicly available census and vaccination coverage information, we conducted a comparative analysis of weekly incidence rates between vaccinated and unvaccinated groups from December 20, 2020 to July 2, 2022 to estimate the direct impact of vaccination in terms of the number of cases, hospitalizations, ICU admissions and deaths averted, using an approach that avoids the need to explicitly specify the effectiveness of each vaccine deployed.RESULTS: We estimated that, from December 20, 2020 to July 2, 2022 the vaccination campaign directly prevented 1,030,648 (95%Confidence Interval: 1,016,975-1,044,321) cases, 268,784 (95%CI: 264,524-273,045) hospitalizations, 85,830 (95%CI: 83,466-88,194) ICU admissions and 75,968 (95%CI: 73,909-78,028) deaths related to COVID-19 among individuals aged 16 years and older. This corresponds to a reduction of 26% of cases, 66% of hospital admissions, 70% of ICU admissions and 67% of deaths compared to a scenario without vaccination. Individuals 55 years old or older represented 67% of hospitalizations, 73% of ICU admissions and 89% of deaths related to COVID-19 prevented.CONCLUSIONS: This study highlights the role of Chile's vaccination campaign in reducing COVID-19 disease burden, with the most substantial reductions observed in severe outcomes.", - "output": "Law", + "input": "Abstract: Straw returning can enhance crop yield, promote soil organic carbon sequestration, and support sustainable crop production. However, straw management techniques, such as straw mulching (SR-M) and straw incorporation (SR-I), can significantly elevate greenhouse gas (GHG) emissions. This meta-analysis synthesizes data from 217 studies to explore the effects of different straw management approaches on mitigating GHG emissions in agricultural settings. The analysis reveals that SR-I (129.39 %) had a more pronounced impact on CH4 emissions than SR-M (14.86 %), but SR-M (18.47 %) had a more significant impact on N2O emissions than SR-I (7.76 %). Notably, SR-I had a greater impact on soil carbon content than SR-M. The effect of straw returning on CH4 and N2O emissions varied under different climatic conditions, management practices, and initial soil properties. Specifically, under conditions characterized by a mean annual temperature (MAT) <= 14 degrees C, mean annual precipitation (MAP) > 800 mm, initial soil organic carbon (SOCi) <= 14 g kg(-1), initial soil total nitrogen (TNi) <= 1.2 g kg(-1), and soil pH > 6, with straw returning amounts (SRA) <= 6000 kg ha(-1), nitrogen application rate (NAR) > 200 kg ha(-1), straw returning duration > 3 years, and maize, rice, wheat-maize, or wheat-rice as the cultivated crop, SR-M had a lesser impact on CH4 and N2O emissions than conditions under other environmental and management measures. Under conditions characterized by MAT <= 14 degrees C, MAP <= 800 mm, SOCi > 14 g kg(-1), TNi > 1.2 g kg(-1), and soil pH > 8, with SRA > 6000 kg ha(-1), straw returning duration > 3 years, and wheat as the cultivated crop, SR-I had a lesser impact on CH4 and N2O emissions than conditions under other environmental and management measures. Furthermore, deep straw incorporation (SR-I-deep, straw mixed with 20-40 cm deep soil) did not significantly affect CH4 and N2O emissions, suggesting its potential for widespread adoption. These findings offer valuable insights for optimizing straw management practices and reducing GHG emissions in farmland ecosystems.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: AIMS: This study aimed to investigate the feasibility and effectiveness of utilizing three-dimensional (3D) printing technology in the simulation teaching of congenital malformations.METHODS: We conducted a comparative analysis between an experimental group that received traditional teaching supplemented with 3D printing model demonstrations and hands-on model operation, and a control group that received traditional teaching methods. Various parameters, including classroom interest, classroom interaction, learning enthusiasm, disease awareness, teaching satisfaction, and independent operation confidence, were assessed, along with theoretical and practical tests.RESULTS: The results showed no significant difference in theoretical test scores between the two groups (91.92\u00b115.04 vs. 89.44\u00b114.89), but the practical test revealed a significantly higher number of qualified trainees in the experimental group compared to the control group (23 vs. 8). In terms of classroom engagement, both groups exhibited similar levels of interest (8.08\u00b11.52 vs. 8.74\u00b10.984), classroom interaction (7.88\u00b11.97 vs. 8.7\u00b11.33), learning enthusiasm (8.81\u00b11.021 vs. 8.52\u00b11.189), and disease awareness (8.58\u00b10.99 vs. 8.58\u00b10.99). However, the experimental group demonstrated significantly higher teaching satisfaction (8.81\u00b11.06 vs. 9.19\u00b10.96) and greater operation confidence (7.67\u00b12.56 vs. 5.5\u00b12.79) than the control group.CONCLUSION: 3D printing technology can be effectively utilized to create surgical teaching models, enhancing the confidence of standardized training doctors and improving teaching outcomes.", - "output": "Education", + "input": "Abstract: Between the sixth and fifteenth c. CE, a vast expanse of central and southern Sudan belonged to the kingdom of Alwa, ruled from the urban metropolis of Soba. Renewed investigation of the city unearthed a small cemetery in the northern part of the site. The heterogeneity of burial practices raised some questions as to the cultural and religious affinities of the deceased and suggested potential multiculturalism of the local urban population. We applied isotopic analyses to investigate the origins of the people buried at Cemetery OS and their concomitant ways of life. Non-concordance of 87Sr/86Sr and delta 18O values with local hydro-geological background speaks to the mixing of water sources as a result of residential mobility. The concordance of human and faunal strontium and oxygen results, combined with elevated delta 13C values corresponding to almost exclusive reliance on C4 produce, points to the possibility of seasonal movement of people with their herds between the Nile valley and the adjacent grasslands. Despite the turn of the medieval Nubian economy towards settled agriculture, by revealing the granular specificities of human adaptation in challenging ecosystems, our results produce the first insight into the enduring diversification of economic production, even in urbanized settings, and persisting participation of local peoples in agro-pastoral symbiosis.Entre le VIe et le XVe s. CE, une vaste etendue du centre et du sud du Soudan appartenait au royaume d'Alwa, gouverne depuis la metropole urbaine de Soba. Une nouvelle enquete sur la ville a mis au jour un petit cimetiere dans la partie nord du site. L'heterogeneite des pratiques funeraires a souleve certaines questions quant aux affinites culturelles et religieuses des defunts et a suggere un potentiel multiculturalisme de la population urbaine locale. Nous avons applique des analyses isotopiques pour etudier les origines des personnes enterrees au cimetiere OS et leurs modes de vie concomitants. La non-concordance des valeurs de 87Sr/86Sr et delta 18O avec le contexte hydrogeologique local temoigne d'un melange de sources d'eau resultant de la mobilite residentielle. La concordance des resultats humains et fauniques en strontium et en oxygene, combinee aux valeurs elevees de delta 13C correspondant a une dependance presque exclusive aux produits C4, indique la possibilite de mouvements saisonniers de personnes et de leurs troupeaux entre la vallee du Nil et les prairies adjacentes. Malgre le tournant de l'economie nubienne medievale vers une agriculture sedentaire, en revelant les specificites granulaires de l'adaptation humaine dans des ecosystemes difficiles, nos resultats donnent le premier apercu de la diversification durable de la production economique, meme dans les contextes urbanises, et de la participation persistante des populations locales a l'agriculture. symbiose agro-pastorale.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The European populations of Homo heidelbergensis may have contributed to the genetic heritage of modern Eurasians. A better understanding of the possible effects of palaeoenvironmental alterations on the evolution of ancient humans can help to understand the origin of developed traits. For this purpose, the spatiotemporal alterations of physical factors were modelled in Europe for the period of 670-190 ka, covering the existence of Homo heidelbergensis in Europe. The factors included the following: paleoclimatic conditions, climatic suitability values of ancient humans, two prey species, and the European beech. Furthermore, the distribution and features of wood used for toolmaking were also investigated. Finally, changes in the relative mortality risk, the percentage of the body covered by clothing, and daily energy expenditure values in the coldest quarter of the year were modelled. The results suggest that H. heidelbergensis inhabited dominantly temperate regions in Europe where prey such as red deer were present. In the northern regions, European beech trees were abundant. When making wood tools, they preferred relatively light but not the strongest woods, which were readily available in the vicinity of the sites. Although hard and heavy woods were also occasionally used, at a European level, significant changes were observed in the relative mortality risk, the percentage of the body covered by clothing, and daily energy expenditure values during the period of 670-190 ka. However, substantial differences between archaeological sites in these values, indicating somewhat ecological variations, were not found during the studied period.", - "output": "Archaeology", + "input": "Abstract: Continuous tobacco use in patients with cancer is linked to substantial healthcare costs due to increased risks and complications, whereas quitting smoking leads to improved treatment outcomes and cost reductions. Addressing the need for empirical evidence on the economic impact of smoking cessation, this study examined the association between smoking cessation and healthcare cost utilization among a sample of 930 patients with cancer treated at The University of Texas MD Anderson Cancer Center's Tobacco Research and Treatment Program (TRTP). Applying conditional quantile regression and propensity scores to address confounding, our findings revealed that abstinence achieved through the TRTP significantly reduced the median cost during a 3-month period post-quitting by $1,095 [beta = -$1,095, P = 0.007, 95% confidence interval (CI), = (-$1,886 to -$304)]. Sensitivity analysis corroborated these conclusions, showing a pronounced cost reduction when outlier data were excluded. The long-term accrued cost savings from smoking cessation could potentially offset the cost of participation in the TRTP program, underscoring its cost effectiveness. An important implication of this study is that by reducing smoking rates, healthcare systems can more efficiently allocate resources, enhance patient health outcomes, and lessen the overall cancer burden.PREVENTION RELEVANCE: This study emphasizes the dual impact of smoking cessation programs in patients with cancer: quitting smoking and reducing healthcare costs. It highlights the importance of integrating cessation programs into cancer prevention strategies, ensuring both individual health benefits and broader, system-wide economic efficiencies. See related Spotlight, p. 197.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The collapse of a state during crises, such as large-scale wars, demands effective preventive measures. The 2014 military aggression by Russia in Ukraine triggered profound changes and emphasised the importance of strategic responses. So, the cutoff of Russian aggression was facilitated by the coordinated interaction of state authorities and local government and the increased autonomy of local government at the grassroots level, as a result of the successful decentralisation reform in Ukraine. After the full-scale Russian invasion in February 2022, the local government played a vital role in sustaining Ukrainian cities and villages. This paper examines local government operations in active conflict zones and during occupation, assessing their preparedness for military actions. It delves into the unique challenges faced and necessary post-war adjustments. Through in-depth interviews in the war-affected Kharkiv region and secondary sources, we illuminate crisis management within local government during wartime in Ukraine. Therefore, this study highlights the crucial role of local government bodies in addressing the issues of local residents during a wartime crisis.", - "output": "Law", + "input": "Abstract: OBJECTIVE: The American Association of Neurological Surgeons (AANS) and Congress of Neurological Surgeons (CNS) Joint Cerebrovascular (CV) Section serves as a centralized entity for the dissemination of information related to CV neurosurgery. The quality of scientific conferences, such as the CV Section's Society of NeuroInterventional Surgery Annual Meeting, can be gauged by the number of poster and oral presentations that are published in peer-reviewed journals. However, publication rates from the CV Section's meetings are unknown. The objective of this study was to assess the rate at which abstracts presented at the AANS/CNS CV Section Annual Meeting from 2014 to 2018 were subsequently published in peer-reviewed journals.METHODS: The abstract titles for all accepted poster and oral podium presentation abstracts from the 2014-2018 Annual Joint AANS/CNS CV Section Meetings were searched using PubMed. A match was defined as sufficient similarity between the abstract and its corresponding journal publication with regard to title, authors, methods, and results. Five-year impact factors (IFs) from Journal Citation Reports (JCR), the country of the corresponding author, and the number of citations in the Scopus database were obtained using the articles' digital object identifier when available, or the exact article title, journal, and year of publication.RESULTS: Of the 607 total poster and oral presentations from the 2014-2018 Annual Meetings of the AANS/CNS Joint CV Section, 46.29% (n = 281) have been published. Published articles received 3233 total citations for an average number of citations per article (\u00b1 SD) of 10.89 \u00b1 16.37. The average 5-year JCR IF of published studies was 4.64 \u00b1 3.13. Additionally, 98.22% of published abstracts were in publication within 4 years from the time the abstract was presented. The most common peer-reviewed neurosurgical journals featuring these publications were the Journal of Neurosurgery, World Neurosurgery, the Journal of NeuroInterventional Surgery, Neurosurgery, and the Journal of Clinical Neuroscience.CONCLUSIONS: Nearly half of all poster and oral presentations at the annual meetings of the AANS/CNS Joint CV Section from 2014 to 2018 have been published in PubMed-indexed, peer-reviewed journals. The average number of citations per publication (10.89 \u00b1 16.37) reflects the high quality of abstracts accepted for presentation. It is important to continuously assess the quality of research presented at national conferences to ensure that standards are being maintained for the advancement of clinical practice in a given area of medicine. Conference abstract publication rates in peer-reviewed journals represent a way in which research quality can be gauged, and the authors encourage others to conduct similar investigations in their subspecialty area of interest and/or practice.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Both the triglyceride-glucose (TyG) index, as a surrogate marker of insulin resistance, and systemic inflammation are predictors of cardiovascular diseases; however, little is known about the coexposures and relative contributions of TyG index and inflammation to cardiovascular diseases. Using the nationally representative data from the China Health and Retirement Longitudinal Study (CHARLS), we conducted longitudinal analyses to evaluate the joint and mutual associations of the TyG index and high-sensitivity C-reactive protein (hsCRP) with cardiovascular events in middle-aged and older Chinese population.METHODS: This study comprised 8 658 participants aged at least 45years from the CHARLS 2011 who are free of cardiovascular diseases at baseline. The TyG index was calculated as Ln [fasting triglyceride (mg/dL)*fasting glucose (mg/dL)/2]. Cardiovascular events were defined as the presence of physician-diagnosed heart disease and/or stroke followed until 2018.We performed adjusted Cox proportional hazards regression and mediation analyses.RESULTS: The mean age of the participants was 58.6\u00b19.0years, and 3988 (46.1%) were females. During a maximum follow-up of 7.0years, 2606 (30.1%) people developed cardiovascular diseases, including 2012 (23.2%) cases of heart diseases and 848 (9.8%) cases of stroke. Compared with people with a lower TyG index (<8.6 [median level]) and hsCRP<1mg/L, those concurrently with a higher TyG and hsCRP had the highest risk of overall cardiovascular disease (adjusted hazard ratio [aHR], 1.300; 95% CI 1.155-1.462), coronary heart disease (aHR, 1.294; 95% CI 1.130-1.481) and stroke (aHR, 1.333; 95% CI 1.093-1.628), which were predominant among those aged 70years or below. High hsCRP significantly mediated 13.4% of the association between the TyG index and cardiovascular disease, while TyG simultaneously mediated 7.9% of the association between hsCRP and cardiovascular risk.CONCLUSIONS: The findings highlight the coexposure effects and mutual mediation between the TyG index and hsCRP on cardiovascular diseases. Joint assessments of the TyG index and hsCRP should be underlined for the residual risk stratification and primary prevention of cardiovascular diseases, especially for middle-aged adults.", - "output": "Demography", + "input": "Abstract: Permafrost in High Mountain Asia (HMA) is becoming increasingly vulnerable to thaw due to climate change. However, the lack of either in situ ground surface or borehole temperature data beyond the Tibetan Plateau prevents comprehensive assessments of its impact on the regional hydrologic cycle and local cascading hazards. Although past studies have generated estimates of permafrost extent in Central Asia, many are limited to the Tibetan Plateau, excluding the more remote reaches of the Tien Shan, Pamirs, and Himalayas. By leveraging surface temperatures from both the Moderate Resolution Imaging Spectroradiometer (MODIS) and Atmospheric Infra-Red Sounder (AIRS), this study advances further understanding of remotely sensed permafrost occurrence at high altitudes, which are prone to error due to frequent cloud cover. We demonstrate that the fusion of MODIS and AIRS products can accurately estimate long-term thermal regimes of the subsurface, with reported correlation coefficients of 0.773 and 0.560, RMSEs of 0.890 degree celsius and 0.680 degree celsius, and biases of 0.003 degree celsius and 0.462 degree celsius, respectively, for the ground surface and the depth of zero annual amplitude, during a reference period of 2003-2016. Furthermore, we provide a range of possible permafrost extents based on established equations for calculating the temperature at the top of the permafrost to demonstrate temperature sensitivity to soil moisture and snow cover. The MODIS-AIRS product is recommended to be a robust source of ground temperature estimates, which may be sufficient for inferring mountain permafrost presence in HMA. Incorporating the influence of soil moisture and snow depth, although limited by biased estimates, also produces estimates of permafrost regional areas comparable to previously reported permafrost indices. A total permafrost area of 1.69 (+/- 0.32) million km(2) is estimated for the entire HMA, across 15 mountain subregions.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite mounting attention in recent years, health threats posed by antimicrobial resistance are not new. Antimicrobial resistance has dogged infectious disease treatment processes since the first modern antimicrobials were discovered.", - "output": "History", + "input": "Abstract: Because humans spend about one-third of their time asleep in their bedrooms and are themselves emission sources of volatile organic compounds (VOCs), it is important to specifically characterize the composition of the bedroom air that they experience during sleep. This work uses real-time indoor and outdoor measurements of volatile organic compounds (VOCs) to examine concentration enhancements in bedroom air during sleep and to calculate VOC emission rates associated with sleeping occupants. Gaseous VOCs were measured with proton-transfer reaction time-of-flight mass spectrometry during a multiweek residential monitoring campaign under normal occupancy conditions. Results indicate high emissions of nearly 100 VOCs and other species in the bedroom during sleeping periods as compared to the levels in other rooms of the same residence. Air change rates for the bedroom and, correspondingly, emission rates of sleeping-associated VOCs were determined for two bounding conditions: (1) air exchange between the bedroom and outdoors only and (2) air exchange between the bedroom and other indoor spaces only (as represented by measurements in the kitchen). VOCs from skin oil oxidation and personal care products were present, revealing that many emission pathways can be important occupant-associated emission factors affecting bedroom air composition in addition to direct emissions from building materials and furnishings.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To investigate the influences of geometrical size and discharge voltage of the pulse discharge equipment on the fracture characteristics and mechanisms of sandstone under high-voltage pulses, a series of experiments was conducted using a high-voltage pulse discharge device on sandstone circular disc specimens of sandstone with a thickness of 10 mm. These experiments covered a range of disc diameters ranging from 50 mm to 142 mm and discharge voltages from 15 kV to 40 kV. Through these experiments, the fracture characteristics of sandstone at both macroscopic and microscopic levels were investigated. In the experiments, a quantitative analysis of surface fracture was undertaken based on fracture density and fractal damage. Additionally, using the principle of energy equivalence, numerical simulation methods were used to study the damage evolution process in sandstone. The research results indicate that the formation and distribution of fractures in the sandstone specimens are significantly affected by geometrical size and discharge voltage. By analyzing the interaction between stress waves and fracture propagation, combined with indoor experimental results, the fracture mechanism was revealed. The high temperature and shock wave generated by the plasma channel leads to the crushing zone near the electrode, while the circumferential tensile component of the stress wave can result in radial fractures, and the reflected tensile wave leads to circumferential and radial fractures near the boundary.", - "output": "Economics", + "input": "Abstract: Soil is a complex material that exhibits both spatial variability and anisotropy. For simplicity, the traditional approach for analyzing slope stability often assumes that soil is homogeneous or isotropic, which can lead to an overestimation of slope stability and reliability. To address this issue, a novel approach is proposed in this study that uses an anisotropic yield criterion based on the random finite-element method to evaluate the influence of strength anisotropy on slope stability, while accounting for the influence of spatial variability on reliability. The proposed approach is applied to a typical case of slope reliability analysis. It is shown that the results of the proposed approach are consistent with those of previous studies and OPTUM G2 outcomes. The assessment involves determining the safety factors for both homogeneous and anisotropic conditions, while also taking into account the probability of failure in the presence of spatial variability. It is found that strength anisotropy significantly affects slope stability and reliability, as the factor of safety decreases from 1.255 to 1.037 and the probability of failure increases from 3.5% to 52.1% when considering strength anisotropy (n=0.707, xi=11.25 degrees). In addition, a sensitivity analysis is performed to investigate the influence of slope geometric parameters, strength anisotropic parameters, and spatial variability parameters on slope stability and reliability.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Formulating suitable policies is essential for resources and environmental management. In this study, an agricultural pollutants emission trading management model driven by water resources and pollutants control is developed to search reasonable policies for agricultural water resources allocation under multiple uncertainties. Random-fuzzy and interval information in water resources system that have directly impact on the effectiveness of management schemes is reflected through interval two-stage stochastic fuzzy-probability programming. The model was root from regional agricultural water resources system in Jining City, China under considering the relationship among effective precipitation, crop water demand, and pollutants emission. Two types policies (water consumption-control and pollutants emission-control) are designed for searching the related interaction on water resources management and water quality improvement. The results indicated that water resources policies would be of water and environmental double benefits, and a large rainfall would reduce irrigation amount from water sources and lead to a larger pollutants emission trading. The results will help for defining scientific and effective water resources protection and management policies and analyzing the related interacted effects on water consumption, pollutants control and system benefit.", - "output": "Philosophy", + "input": "Abstract: Aiming to address the limited noise reduction capabilities of conventional methods for reducing noise in seismic signals, the paper proposes a noise reduction model based on the RDBU-Net network. This model utilizes a residual dense block (RDB) instead of conventional convolutional layers in the U-Net network to enhance the feature extraction capacity for same-band noise, thereby elevating the signal-to-noise ratio (SNR) of seismic signals. The RDBU-Net model is trained, validated, and tested using the global seismic dataset from Stanford University. In comparison with the wavelet threshold method, the denoising RDB model, and the U-Net model, the RDBU-Net model demonstrates an improvement in SNRs by 7.82 dB, 6.13 dB, and 2.9 dB, respectively. Additionally, the root mean square errors are reduced by 0.4812, 0.3736, and 0.1938, and the correlation coefficients are enhanced by 0.3818, 0.2714, and 0.1205. The RDBU-Net model proposed in this study effectively enhances the SNR of seismic signals and offers fresh insights into eliminating noise within the same frequency band of seismic signals.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Pelvic exenteration (PE) is a technically challenging surgical procedure. More recently, quality of life and survivorship following PEs are being increasingly acknowledged as important patient outcomes. This includes evaluating major long-term complications such as hernias, defined as the protrusion of internal organs through a facial defect (The PelvEx Collaborative in Br J Surg109:1251-1263, 2022), for which there is currently limited literature. The aim of this paper is to ascertain the incidence and risk factors for postoperative hernia formation among our PE cohort managed at a quaternary centre.METHOD: A retrospective cohort study examining hernia formation following PE for locally advanced rectal carcinoma and locally recurrent rectal carcinoma between June 2010 and August 2022 at a quaternary cancer centre was performed. Baseline data evaluating patient characteristics, surgical techniques and outcomes was collated among a PE cohort of 243 patients. Postoperative hernia incidence was evaluated via independent radiological screening and clinical examination.RESULTS: A total of 79 patients (32.5%) were identified as having developed a hernia. Expectantly, those undergoing flap reconstruction had a lower incidence of postoperative hernias. Of the 79 patients who developed postoperative hernias, 16.5% reported symptoms with the most common symptom reported being pain. Reintervention was required in 18 patients (23%), all of which were operative.CONCLUSION: This study found over one-third of PE patients developed a hernia postoperatively. This paper highlights the importance of careful perioperative planning and optimization of patients to minimize morbidity.", - "output": "Demography", + "input": "Abstract: Auxetics are a unique class of innovative materials/structures. Auxetic material/structures possess a negative value of Poisson's ratio owing to the distinguished deformation behavior represented by the transvers expansion or contraction when they experience uniaxial stretching or compression, respectively. The aim of this manuscript is to show contributions of the structural modification on an auxetic hybrid structure. The in-plane properties of an auxetic structure, called the modified re-entrant chiral auxetic (MRCA) structure under quasi-static compression were experimentally and numerically explored. The experimental specimens were 3D printed using fused deposition modeling technique. The commercial ABAQUS/Explicit solver was used to develop the simulated models. Results showed that the structural modification have led to effectively improve deformation coordination (i.e. uniform deformation patterns) and the compressive properties of the modified structure. Young's moduli were 1.75 and 12.7 higher than those of the original geometry, while values of plateau stress were 3.1 and 1.23 higher than those of the original geometry when they were compressed along the X and Y axes, respectively. The specific energy absorptions per unit mass were 4.7 J g-1 and 3.9 J g-1 when the MRCA specimens were compressed along the X and Y axes, respectively. However, the added cylinders limited the auxeticity (i.e. the transvers contraction) of the specimens during the compression tests.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Plastic additives such as the antioxidant 2,4-di-tert-butylphenol (2,4-DTBP) have been widely detected in aquatic environments, over a wide range of concentrations reaching 300 mu g/L in surface water, potentially threatening the health of aquatic organisms and ecosystems. However, knowledge of the specific effects of 2,4-DTBP on aquatic vertebrates is still limited. In this study, adult zebrafish were exposed to different concentrations of 2,4DTBP (0, 0.01, 0.1 and 1.0 mg/L) for 21 days in the laboratory. The amplicon sequencing results indicated that the diversity and composition of the zebrafish gut microbiota were significantly changed by 2,4-DTBP, with a shift in the dominant flora to more pathogenic genera. Exposure to 2,4-DTBP at 0.1 and 1.0 mg/L significantly increased the body weight and length of zebrafish, suggesting a biological stress response. Structural assembly defects were also observed in the intestinal tissues of zebrafish exposed to 2,4-DTBP, including autolysis of intestinal villi, adhesions and epithelial detachment of intestinal villi, as well as inflammation. The transcriptional expression of some genes showed that 2,4-DTBP adversely affected protein digestion and absorption, glucose metabolism and lipid metabolism. These results are consistent with the PICRUSt2 functional prediction analysis of intestinal microbiota of zebrafish exposed to 2,4-DTBP. This study improves our understanding of the effects of 2,4-DTBP on the health of aquatic vertebrates and ecosystems.", - "output": "Economics", + "input": "Abstract: Working-class first-generation (FG) college students are underrepresented in higher education and STEM. Using a longitudinal quasi-experiment, we tested the impacts of a living learning community (LLC) in the biological sciences on FG students in their first year of college (Semester 1: N=243; Semester 2: N=199), across three cohorts (2018-2019, 2019-2020 and 2020-2021). Participation in the LLC enhanced FG students' belonging, confidence, motivation, grades, knowledge of the social relevance of biology, and reduced STEM anxiety compared to a control group of FG students not in an LLC. LLC participation also increased retention in biological science majors one-year post-intervention compared to the control FG group. Moreover, LLC participation closed the academic gap between FG students in the LLC and honors students from college-educated families in a separate honors LLC. Benefits of the LLC intervention remained stable despite the COVID-19 pandemic, when living together became impossible, producing positive effects across cohorts from pre-pandemic to in-pandemic. Our results suggest that affinity-based learning communities-with or without shared housing-in the transition to college enhance academic thriving, persistence, and reduce social class driven achievement gaps in STEM.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A unified and modular falsification-aware single-succedent Gentzen-style framework is introduced for classical, paradefinite, paraconsistent, and paracomplete logics. This framework is composed of two special inference rules, referred to as the rules of explosion and excluded middle, which correspond to the principle of explosion and the law of excluded middle, respectively. Similar to the cut rule in Gentzen's LK for classical logic, these rules are admissible in cut-free LK. A falsification-aware single-succedent Gentzen-style sequent calculus fsCL for classical logic is formalized based on the proposed framework. The calculus fsCL is obtained from the existing falsification-aware single-succedent Gentzen-style sequent calculus GN4 for Nelson's paradefinite (or paraconsistent) four-valued logic N4 by adding the rules of explosion and excluded middle. A falsification-aware single-succedent Gentzen-style sequent calculus GN3 for Nelson's paracomplete three-valued logic N3 is also obtained from GN4 by adding the rule of explosion. The cut-elimination theorems for fsCL, GN3, and some of their neighbors as well as the Glivenko theorem for fsCL are proved.", + "input": "Abstract: In political philosophy, reflective equilibrium is a standard method used to systematically reconcile intuitive judgments with theoretical principles. In this paper, we propose that survey experiments and a model selection method-i.e., the Akaike Information Criterion (AIC)-based model selection method-can be viewed together as a methodological means of satisfying the epistemic desiderata implicit in reflective equilibrium. To show this, we conduct a survey experiment on two theories of distributive justice, prioritarianism and sufficientarianism. Our experimental test case and AIC-based model selection method demonstrate that the refined sufficientarian principle, a widely accepted principle of distributive justice, is no more plausible than the prioritarian principle. This tells us that some changes of certain intuitions revolving around sufficientarianism should be examined (separately) based on the findings of the survey experiment and AIC model selection. This shows the potential of our approach-both practically and methodologically-as a novel way of applying reflective equilibrium in political philosophy.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This multi-disciplinary study examines the historical and technical aspect of the supply of ornamental white marble in Ottoman Algiers between the seventeenth and nineteenth centuries. Our systematic analysis of Ottoman Regency administration archives, specifically the correspondence between provincial chiefs of Algiers and Cherchell dating from 1824 to 1825AD, reveals two distinct supply routes for white ornamental marble to Algiers' building sites. The first identifies Genoa as the sole source of imports, while the second confirms the reuse of remains from the ancient Roman city of Caesarea/Cherchell. To verify these provenances of ornamental white marble, petrographic and geochemical analyses were conducted on fifteen (15) white marble samples collected from the architectural elements of the Ottoman Algiers Citadel. This palatial complex's construction and subsequent completion coincide with the period of the archival data. Experimental results confirm the Italian origin of the majority of samples, primarily from Carrara.", - "output": "Archaeology", + "input": "Abstract: Recent 3D registration methods are mostly learning-based that either find correspondences in feature space and match them, or directly estimate the registration transformation from the given point cloud features. Therefore, these feature-based methods have difficulties with generalizing onto point clouds that differ substantially from their training data. This issue is not so apparent because of the problematic benchmark definitions that cannot provide any in-depth analysis and contain a bias toward similar data. Therefore, we propose a methodology to create a 3D registration benchmark, given a point cloud dataset, that provides a more informative evaluation of a method w.r.t. other benchmarks. Using this methodology, we create a novel FAUST-partial (FP) benchmark, based on the FAUST dataset, with several difficulty levels. The FP benchmark addresses the limitations of the current benchmarks: lack of data and parameter range variability, and allows to evaluate the strengths and weaknesses of a 3D registration method w.r.t. a single registration parameter. Using the new FP benchmark, we provide a thorough analysis of the current state-of-the-art methods and observe that the current method still struggle to generalize onto severely different out-of-sample data. Therefore, we propose a simple featureless traditional 3D registration baseline method based on the weighted cross-correlation between two given point clouds. Our method achieves strong results on current benchmarking datasets, outperforming most deep learning methods. Our source code is available on github.com/DavidBoja/exhaustive-grid-search.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite prolific jail diversion initiatives, people with serious mental illness continue to be overrepresented in the criminal legal system. This continued overrepresentation has led to recent calls to address social determinants of health and criminal risk factors rather than to allocate new resources to diverting people from the criminal legal system. This shift toward prevention by addressing social factors that influence health and criminal legal outcomes should occur alongside a continued focus on diversion to understand what works and for whom. An effective, well-funded, and comprehensive community-based mental health services system could serve as the ultimate intercept for preventing criminal legal system involvement.", + "input": "Abstract: Extant studies focus on the impact of environmental regulation on regional economic growth or environmental pollution, and a lot of research outcomes have been made. However, from the perspective of corporate green sustainable development, the question of whether carbon emission trading represents a green blessing remains unclear. To address this issue, we employ a staggered difference-in-differences model to investigate the effects and mechanisms of the carbon emissions trading pilot policy (CETPP) on the green total factor productivity (GTFP) of listed manufacturing companies in China. Our results demonstrate that: a) CETPP can effectively promote corporate GTFP, and the robustness of this result is verified through a series of checks; b) the mediating role of environmental, social, and governance (ESG) performance is critical in the relationship between CETPP and corporate GTFP, with environmental and governance performance serving as two key transmission channels; and c) CEO green experience and public environmental concern both play the moderating roles on the relationship between CETPP and GTFP; d) CETPP has a stronger positive impact on GTFP of private enterprises and enterprises in the maturity life cycle; and e) CETPP has a spatial spillover effect on GTFP, and the effect will decay as spatial distance increases. Our study offers both theoretical and practical implications for enterprises to achieve their green economic development objectives, so as to promote China's high-quality development.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Selection processes for surgical training should aim to identify candidates who will become competent independent practitioners and should aspire to high standards of reliability and validity. Objective To determine the association between measured candidate factors at the time of an Irish selection and assessment outcomes in surgical training, examined via rate of progression to Higher Specialist Training (HST), attrition rates, and performance as assessed through a multimodal framework of workplace-based and simulation-based assessments. Design, Setting, and Participants This retrospective observational cohort study included data from all successful applicants to the Royal College of Surgeons in Ireland (RCSI) national Core Surgical Training (CST) program. Participants included all trainees recruited to dedicated postgraduate surgical training from 2016 to 2020. These data were analyzed from July 11, 2016, through July 10, 2022. Exposures Selection decisions were based on a composite score that was derived from technical aptitude assessments, undergraduate academic performance, and a 4-station multiple mini-interview. Main outcomes and measures Assessment data, attrition rates, and rates of progression to HST were recorded for each trainee. CST performance was assessed using workplace-based and simulation-based technical and nontechnical skill assessments. Potential associations between selection and assessment measures were explored using Pearson correlation, logistic regression, and multiple linear-regression analyses. Results Data were available for 303 trainees. Composite scores were positively associated with progression to HST (odds ratio [OR], 1.09; 95% CI, 1.05-1.13). There was a weak positive correlation, ranging from 0.23 to 0.34, between scores and performance across all CST assessments. Multivariable linear regression analysis showed technical aptitude scores at application were associated with future operative performance assessment scores, both in the workplace (beta = 0.31; 95% CI, 0.14-0.48) and simulated environments (beta = 0.57; 95% CI, 0.33-0.81). There was evidence that the interpersonal skills interview station was associated with future performance in simulated communication skill assessments (beta = 0.55; 95% CI, 0.22-0.87). Conclusions and Relevance In this study, performance at the time of Irish national selection, measured across technical and nontechnical domains in a multimodal fashion, was associated with future performance in the workplace and in simulated environments. Future studies will be required to explore the consequential validity of selection, including potential unintended effects of selection and ranking on candidate performance.", + "input": "Abstract: The Caribbean & Mesoamerica Biogeochemical Isotope Overview (CAMBIO) is an archaeological data community designed to integrate published biogeochemical data from the Caribbean, Mesoamerica, and southern Central America to address questions about dynamic interactions among humans, animals, and the environment in the region over the past 10,000 years. Here we present the CAMBIO human dataset, which consists of more than 16,000 isotopic measurements from human skeletal tissue samples (delta 13C, delta 15N, delta 34S, delta 18O, 87Sr/86Sr, 206/204Pb, 207/204Pb, 208/204Pb, 207/206Pb) from 290 archaeological sites dating between 7000 BC to modern times. The open-access dataset also includes detailed chronological, contextual, and laboratory/sample preparation information for each measurement. The collated data are deposited on the open-access CAMBIO data community via the Pandora Initiative data platform (https://pandoradata.earth/organization/cambio).", + "output": "Archaeology", + "system": "", + "history": [] + }, + { + "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", + "input": "Abstract: BACKGROUND: District Residency Programme (DRP) was introduced by National Medical Commission as mandatory three-months training program for postgraduate residents. The program was for the first time implemented in April 2023 in Rajasthan. However, it ran into several teething problems, especially for residents. With a lack of any precedence, this study was planned to explore experiences and challenges of residents posted in DRP.METHODS: Cross-sectional study was conducted at 12 DRP sites attached to SMS Medical College, Jaipur between August-October 2023. A self-administered questionnaire was used to collect information from residents who had completed DRP. Questions were scored on a five-point Likert scale. Mann-Whitney U test and Kruskal-Wallis H test was used to show association.RESULTS: Only around 17% residents felt that the learning objectives of DRP were fulfilled and nearly 60% residents felt isolated from academic activities and parent department. Over half of the residents were never posted with their concerned specialty services. Around four-fifth residents felt concerned about safety at least sometimes and more than three-fourth residents were dissatisfied with basic amenities. Kruskal-Wallis and Mann-Whitney tests showed significant association of gender and specialisation strata with multiple outcome variables.CONCLUSION: The study finds high degree of dissatisfaction among residents towards learning objectives, academic learning, and basic amenities during DRP. There was also a clear lack of specialty-exposure and high concerns of safety, especially for female residents. The study findings should alarm and inform policymakers and administrators to improve DRP implementation so as to better achieve laid objectives.", "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Pesticides and fertilisers are frequently used and may co-exist on farmlands. The overfertilisation of soil may have a profound influence on pesticide residues, but the mechanism remains unclear. The effects of chemical fertilisers on the environmental behaviour of atrazine and their underlying mechanisms were investigated. The present outcomes indicated that the degradation of atrazine was inhibited and the half-life was prolonged 6.0 and 7.6 times by urea and compound fertilisers (NPK) at 1.0mg/g (nitrogen content), respectively. This result, which was confirmed in both sterilised and transfected soils, was attributed to the inhibitory effect of nitrogen fertilisers on soil microorganisms. The abundance of soil bacteria was inhibited by nitrogen fertilisers, and five families of potential atrazine degraders (Micrococcaceae, Rhizobiaceae, Bryobacteraceae, Chitinophagaceae, and Sphingomonadaceae) were strongly and positively (R >0.8, sig <0.05) related to the decreased functional genes (atzA and trzN), which inhibited hydroxylation metabolism and ultimately increased the half-life of atrazine. In addition, nitrogen fertilisers decreased the sorption and vertical migration behaviour of atrazine in sandy loam might increase the in-situ residual and ecological risk. Our findings verified the weakened atrazine degradation with nitrogen fertilisers, providing new insights into the potential risks and mechanisms of atrazine in the context of overfertilisation.", - "output": "Economics", + "input": "Abstract: This paper argues that modal realism has a problem with mathematical impossibilities. Due to the peculiar way it treats both propositions and mathematical objects, modal realism cannot distinguish the content of different mathematically impossible beliefs. While one might be happy to identify all logically impossible beliefs, there are many different mathematically impossible beliefs, none of which is a belief in a logical contradiction. The fact that it cannot distinguish these beliefs speaks against adopting modal realism.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVES: To undertake a cost-effectiveness analysis of restorative treatments for a first permanent molar with severe molar incisor hypomineralization from the perspective of the Brazilian public system.MATERIALS AND METHODS: Two models were constructed: a one-year decision tree and a ten-year Markov model, each based on a hypothetical cohort of one thousand individuals through Monte Carlo simulation. Eight restorative strategies were evaluated: high viscosity glass ionomer cement (HVGIC);encapsulated GIC; etch and rinse adhesive+composite; self-etch adhesive+composite;preformed stainless steel crown; HVGIC+etch and rinse adhesive+composite; HVGIC+self-etch adhesive+composite, and encapsulated GIC+etch and rinse adhesive+composite. Effectiveness data were sourced from the literature. Micro-costing was applied using 2022 USD market averages with a 5% variation. Incremental cost-effectiveness ratio (ICER), net monetary benefit (%NMB), and the budgetary impact were obtained.RESULTS: Cost-effective treatments included HVGIC (%NMB=0%/0%), encapsulated GIC (%NMB=19.4%/ 19.7%), and encapsulated GIC+etch and rinse adhesive+composite (%NMB=23.4%/ 24.5%) at 1year and 10years, respectively. The benefit gain of encapsulated GIC+etch and rinse adhesive+composite in relation to encapsulated GIC was small when compared to the cost increase at 1year (gain of 3.28% and increase of USD 24.26) and 10years (gain of 4% and increase of USD 15.54).CONCLUSION: Within the horizon and perspective analyzed, the most cost-effective treatment was encapsulated GIC restoration.CLINICAL RELEVANCE: This study can provide information for decision-making.", + "input": "Abstract: The authors present results from a new research project focusing on the prehistory of the area surrounding a vast flint outcrop in Mongolia, called Tsakhiurtyn Hundi, in the borderland between the Gobi-Altai Mountains and Gobi Desert. They present the discovery of a cave and the results of its exploration, confirming its use by Pleistocene hunter-gatherers.", + "output": "Archaeology", + "system": "", + "history": [] + }, + { + "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", + "input": "Abstract: BACKGROUND: Seasonal influenza epidemics have a substantial public health and economic burden, which can be alleviated through vaccination. The World Health Organization (WHO) recommends a 75% vaccination coverage rate (VCR) in: older adults (aged\u226565years), individuals with chronic conditions, pregnant women, children aged 6-24months and healthcare workers. However, no European country achieves this target in all risk groups. In this study, potential public health and economic benefits achieved by reaching 75% influenza VCR was estimated in risk groups across four European countries: France, Italy, Spain, and the UK.METHODS: A static epidemiological model was used to estimate the averted public health and economic burden of increasing the 2021/2022 season VCR to 75%, using the efficacy data of standard-dose quadrivalent influenza vaccine. For each country and risk group, the most recent data on population size, VCR, pre-pandemic influenza epidemiology, direct medical costs and absenteeism were identified through a systematic literature review, supplemented by manual searching. Outcomes were: averted influenza cases, general practitioner (GP) visits, hospitalisations, case fatalities, number of days of work lost, direct medical costs and absenteeism-related costs.RESULTS: As of the 2021/2022 season, the UK achieved the highest weighted VCR across risk groups (65%), followed by Spain (47%), France (44%) and Italy (44%). Based on modelling, the 2021/2022 VCR prevented an estimated 1.9 million influenza cases, avoiding 375,200 GP visits, 73,200 hospitalisations and 38,400 deaths. To achieve the WHO 75% VCR target, an additional 24 million at-risk individuals would need to be vaccinated, most of which being older adults and patients with chronic conditions. It was estimated that this could avoid a further 918,200 influenza cases, 332,000 GP visits, 16,300 hospitalisations and 6,300 deaths across the four countries, with older adults accounting for 52% of hospitalisations and 80% of deaths. An additional 84 million in direct medical costs and 79 million in absenteeism costs would be saved in total, with most economic benefits delivered in France.CONCLUSIONS: Older adults represent most vaccine-preventable influenza cases and deaths, followed by individuals with chronic conditions. Health authorities should prioritise vaccinating these populations for maximum public health and economic benefits.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Professor Robert Lipschitz, MB, ChB, PhD(Med), FRCS(Edin) was a pioneer who established the Spinal Cord Injury Unit, at Chris Hani Baragwanath Hospital, Soweto, Johannesburg, South Africa. A brief description of his academic and clinical accomplishments is given.", + "input": "Abstract: The exponential growth of data across various medical domains has generated a substantial demand for techniques to analyze multimodal big data. This demand is particularly pronounced in fields such as computational pathology due to the diverse nature of the tissue. Cross-modal retrieval aims to identify a common latent space where different modalities, such as image-text pairs, exhibit close alignment. The primary challenge, however, often lies in the representation of tissue features. While language models can be trained relatively easily, visual models frequently struggle due to the scarcity of labeled data. To address this issue, the innovative concept of harmonization has been introduced, extending the learning scheme distillation without supervision, known as DINO. The harmonization of scale refines the DINO paradigm through a novel patching approach, overcoming the complexities posed by gigapixel whole slide images in digital pathology. Experiments conducted on diverse datasets have demonstrated that the proposed approach significantly enhances cross-modal retrieval in tissue imaging. Moreover, it exhibits vast potential for other fields that rely on gigapixel imaging.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Uncertainty quantification for inverse problems in imaging has drawn much attention lately. Existing approaches towards this task define uncertainty regions based on probable values per pixel, while ignoring spatial correlations within the image, resulting in an exaggerated volume of uncertainty. In this paper, we propose PUQ (Principal Uncertainty Quantification) - a novel definition and corresponding analysis of uncertainty regions that takes into account spatial relationships within the image, thus providing reduced volume regions. Using recent advancements in generative models, we derive uncertainty intervals around principal components of the empirical posterior distribution, forming an ambiguity region that guarantees the inclusion of true unseen values with a user-defined confidence probability. To improve computational efficiency and interpretability, we also guarantee the recovery of true unseen values using only a few principal directions, resulting in more informative uncertainty regions. Our approach is verified through experiments on image colorization, super-resolution, and inpainting; its effectiveness is shown through comparison to baseline methods, demonstrating significantly tighter uncertainty regions.", - "output": "Communication", + "input": "Abstract: Laser sintering is a widely used process for producing complex shapes from particulate materials. However, understanding the complex interaction between the laser and particles is a challenge. This investigation provides new insights into the sintering process by simulating the laser source and the neck growth of particle pairs. First, a multi-physics discrete element method (DEM) framework is developed to incorporate temperature-dependent contact rheological and thermal properties, incorporating heat transfer and neck formation between the particles. Next, energy transport by ray tracing is added to allow for computing the amount of laser energy absorbed during sintering. The DEM model is calibrated and validated using experimental data on neck growth and temperature evolution of particle pairs made of polystyrene and Polyamide 12. The findings show that the proposed DEM model is capable of accurately simulate the neck growth during the laser sintering paving the way for better controlling and optimizing the process.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: Social media sites like Twitter (now X) are increasingly used to create health behavior metrics for public health surveillance. Yet little is known about social norms that may bias the content of posts about health behaviors. Social norms for posts about four health behaviors (smoking tobacco, drinking alcohol, physical activity, eating food) on Twitter/X were evaluated.METHODS: This was a randomized experiment delivered via web-based survey to adult, English-speaking Twitter/X users in three Michigan, USA, counties from 2020 to 2022 (n=559). Each participant viewed 24 posts presenting experimental manipulations regarding four health behaviors and answered questions about each post's social acceptability. Principal component analysis was used to combine survey responses into one perceived social acceptability measure. Linear mixed models with the Benjamini-Hochberg correction were implemented to test seven study hypotheses in 2023.RESULTS: Supporting six hypotheses, posts presenting healthier (CI: 0.028, 0.454), less stigmatized behaviors (CI: 0.552, 0.157) were more socially acceptable than posts regarding unhealthier, stigmatized behaviors. Unhealthy (CI: -0.268, -0.109) and stigmatized behavior (CI: -0.261, -0.103) posts were less acceptable for more educated participants. Posts about collocated activities (CI: 0.410, 0.573) and accompanied by expressions of liking (CI: 0.906, 1.11) were more acceptable than activities undertaken alone or disliked. Contrary to one hypothesis, posts reporting unusual activities were less acceptable than usual ones (CI: -0.472, 0.312).CONCLUSIONS: Perceived social acceptability may be associated with the frequency and content of health behavior posts. Users of Twitter/X and other social media platform posts to estimate health behavior prevalence should account for potential estimation biases from perceived social acceptability of posts.", - "output": "Communication", + "input": "Abstract: BACKGROUND: Tuberculosis is the second most deadly infectious disease after COVID-19 and the 13th leading cause of death worldwide. Among the 30 countries with a high burden of TB, China ranks third in the estimated number of TB cases. China is in the top four of 75 countries with a deficit in funding for TB strategic plans. To reduce costs and improve the effectiveness of TB treatment in China, the NHSA developed an innovative BP method. This study aimed to simulate the effects of this payment approach on different stakeholders, reduce the economic burden on TB patients, improve the quality of medical services, facilitate policy optimization, and offer a model for health care payment reforms that can be referenced by other regions throughout the world.METHODS: We developed a simulation model based on a decision tree analysis to project the expected effects of the payment method on the potential financial impacts on different stakeholders. Our analysis mainly focused on comparing changes in health care costs before and after receiving BPs for TB patients with Medicare in the pilot areas. The data that were used for the analysis included the TB service claim records for 2019-2021 from the health insurance agency, TB prevalence data from the local Centre for Disease Control, and health care facilities' revenue and expenditure data from the Statistic Yearbook. A Monte Carlo randomized simulation model was used to estimate the results.RESULTS: After adopting the innovative BP method, for each TB patient per year, the total annual expenditure was estimated to decrease from $2,523.28 to $2,088.89, which is a reduction of $434.39 (17.22%). The TB patient out-of-pocket expenditure was expected to decrease from $1,249.02 to $1,034.00, which is a reduction of $215.02 (17.22%). The health care provider's revenue decreased from $2,523.28 to $2,308.26, but the health care provider/institution's revenue-expenditure ratio increased from -6.09% to 9.50%.CONCLUSIONS: This study highlights the potential of BPs to improve medical outcomes and control the costs associated with TB treatment. It demonstrates its feasibility and advantages in enhancing the coordination and sustainability of medical services, thus offering valuable insights for global health care payment reform.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper delves into the realm of green restaurants, which seamlessly combine environmentally conscious practices with culinary excellence. It scrutinized 106 reputable hospitality and tourism articles using systematic literature review methods. The analysis, featuring descriptive examination and topic modeling, revealed significant developments in green restaurant research and highlighted their potential to address sustainability challenges. Employing an adapted TCCM framework (Theory, Context, Characteristics, and Methodology), the review suggests new research directions, placing a heightened focus on the characteristics aspect to align academic insights with global priorities and industry requirements. This promotes actionable and collaborative strategies for eco-friendly restaurants.", - "output": "Geography", + "input": "Abstract: Key tipping points of history are rarely found directly in the archaeological record, not least because an event's significance often lies in the perception of the participants. This article documents an early-ninth-century ritual fire-burning event at the Maya site of Ucanal in Guatemala and argues that it marked a public dismantling of an old regime. Rather than examine this event as part of a Classic period Maya collapse, the authors propose that it was a revolutionary pivot point around which the K'anwitznal polity reinvented itself, ushering in wider political transitions in the southern Maya Lowlands.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cervical cancer is a prevalent malignant tumor within the female reproductive system and is regarded as a prominent cause of female mortality on a global scale. Timely and precise detection of various phases of cervical cancer holds the potential to substantially enhance both the rate of successful treatment and the duration of patient survival. Fluorescence spectroscopy is a highly sensitive method for detecting the biochemical changes that arise during cancer progression. In our study, fluorescence spectral data is collected from a diverse group of 110 subjects. The potential of the scattering transform technique for the purpose of cancer detection is explored. The processed signal undergoes an initial decomposition into scattering coefficients using the wavelet scattering transform (WST). Subsequently, the scattering coefficients are subjected to computation for fuzzy entropy, dispersion entropy, phase entropy, and spectral entropy, for effectively characterizing the fluorescence spectral signals. These combined features generated through the proposed approach are then fed to 1D convolutional neural network (CNN) classifier to classify them into normal, pre-cancerous, and cancerous categories, thereby evaluating the effectiveness of the proposed methodology. We obtained mean classification accuracy of 97% using 5-fold cross-validation. This demonstrates the potential of combining WST and entropic features for analyzing fluorescence spectroscopy signals using 1D CNN classifier that enables early cancer detection in contrast to prevailing diagnostic methods.", + "input": "Abstract: BACKGROUND: Increased aortic stiffness (arteriosclerosis) is associated with early vascular aging independent of age and sex. The underlying mechanisms of early vascular aging remain largely unexplored in the general population. We aimed to investigate the plasma metabolomic profile in aortic stiffness (vascular aging) and associated risk of incident cardiovascular disease and mortality.METHODS AND RESULTS: We included 6865 individuals from 2 Swedish population-based cohorts. Untargeted plasma metabolomics was performed by liquid-chromatography mass spectrometry. Aortic stiffness was assessed directly by carotid-femoral pulse wave velocity (PWV) and indirectly by augmentation index (AIx@75). A least absolute shrinkage and selection operator (LASSO) regression model was created on plasma metabolites in order to predict aortic stiffness. Associations between metabolite-predicted aortic stiffness and risk of new-onset cardiovascular disease, cardiovascular mortality, and all-cause mortality were calculated. Metabolite-predicted aortic stiffness (PWV and AIx@75) was positively associated particularly with acylcarnitines, dimethylguanidino valeric acid, glutamate, and cystine. The plasma metabolome predicted aortic stiffness (PWV and AIx@75) with good accuracy (R2=0.27 and R2=0.39, respectively). Metabolite-predicted aortic stiffness (PWV and AIx@75) was significantly correlated with age, sex, systolic blood pressure, body mass index, and low-density lipoprotein. After 23years of follow-up, metabolite-predicted aortic stiffness (PWV and AIx@75) was significantly associated with increased risk of new-onset coronary artery disease, cardiovascular mortality, and all-cause mortality.CONCLUSIONS: Aortic stiffness is associated particularly with altered metabolism of acylcarnitines, cystine, and dimethylguanidino valeric acid. These metabolic disturbances predict increased risk of new-onset coronary artery disease, cardiovascular mortality, and all-cause mortality after more than 23years of follow-up in the general population.", + "output": "Demography", + "system": "", + "history": [] + }, + { + "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", + "input": "Abstract: We ask how environmental justice and urban ecology have influenced one another over the past 25 years in the context of the US Long-Term Ecological Research (LTER) program and Baltimore Ecosystem Study (BES) project. BES began after environmental justice emerged through activism and scholarship in the 1980s but spans a period of increasing awareness among ecologists and environmental practitioners. The work in Baltimore provides a detailed example of how ecological research has been affected by a growing understanding of environmental justice. The shift shows how unjust environmental outcomes emerge and are reinforced over time by systemic discrimination and exclusion. We do not comprehensively review the literature on environmental justice in urban ecology but do present four brief cases from the Caribbean, Africa, and Asia, to illustrate the global relevance of the topic. The example cases demonstrate the necessity for continuous engagement with communities in addressing environmental problem solving.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: For millennia, healing and psychoactive plants have been part of the medicinal and ceremonial fabric of elaborate rituals and everyday religious practices throughout Mesoamerica. Despite the essential nature of these ritual practices to the societal framework of past cultures, a clear understanding of the ceremonial life of the ancient Maya remains stubbornly elusive. Here we record the discovery of a special ritual deposit, likely wrapped in a bundle, located beneath the end field of a Late Preclassic ballcourt in the Helena complex of the Maya city of Yaxnohcah. This discovery was made possible by the application of environmental DNA technology. Plants identified through this analytical process included Ipomoea corymbosa (xtabentun in Mayan), Capsicum sp. (chili pepper or ic in Mayan), Hampea trilobata (jool), and Oxandra lanceolata (chilcahuite). All four plants have recognized medicinal properties. Two of the plants, jool and chilcahuite, are involved in artifact manufacture that have ceremonial connections while chili peppers and xtabentun have been associated with divination rituals. Xtabentun (known to the Aztecs as ololiuhqui) produces highly efficacious hallucinogenic compounds and is reported here from Maya archaeological contexts for the first time.", + "input": "Abstract: Rituals and feasting ceremonies at Polynesian marae depict culturally complex relationships between humans and animals that cannot be explained by subsistence alone. In Central-East Polynesia, this topic still requires the elaboration of a ritual zooarchaeology framework. Using sea turtle assemblages from three sacred sites on Fakahina atoll (Tuamotu), this study offers a preliminary approach to faunal deposits from ritual contexts. Following systematic excavations of marae on Fakahina, analysis aimed to determine whether faunal deposits could be linked with intentional feasting and offering behaviours. To detect how ritual actions were organised through space, skeletal and taphonomic variables were examined for both overall sites and sub-assemblages within sites based on the spatial associations of fauna with site features.At certain site features, derived quantitative units such as %MAU and recovery rate could identify potential offering behaviours through the intentional sorting of culturally significant body parts. The taphonomic signatures of site features could also identify open or closed deposition environments, assisting with the identification of disturbed features as either exposed platforms or enclosed cists. In addition to highlighting previously undocumented complexity in the use of site features, an overall comparison of turtle remains from the three sites shows the potential of these methods to explore variation in ritual practices.Les rituels et festins ceremoniels conduits sur les marae polynesiens refletent des relations hommes-animaux complexes depassant le cadre de la simple subsistance. Neanmoins, ce sujet de recherche en Polynesie centre-orientale requiert l'elaboration d'un cadre d'analyse, autrement dit une archeozoologie du rituel. Se basant sur des assemblages de tortues de trois sites sacres sur l'atoll de Fakahina (archipel des Tuamotu), cette etude cherche a determiner si les depots fauniques peuvent etre mis en rapport avec des comportements de consommation ceremonielle ou d'offrandes. Afin de reconstituer l'organisation spatiale des actions rituelles, nous examinons les variations squelettiques et taphonomiques aux echelles inter et intra-sites.Dans certaines structures, les analyses quantitatives (Minimal Animal Unit, Recovery rate) ont permis d'identifier des comportements rituels au travers du depot intentionnel de parties importantes de l'animal. Les signatures taphonomiques contribuent egalement a distinguer des environnements de depot ouverts ou fermes. Cette etude revele non seulement une complexite de gestes jusqu'a present pas documentes archeologiquement, mais aussi le potentiel de notre approche pour explorer les variations de pratiques rituelles entre sites.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: This study was conducted to reveal the relationship between nursing students' disaster response self-efficacy and their disaster preparedness perceptions.METHODS: This cross-sectional study was conducted on nursing students after a major earthquake that occurred in Turkey on February 6, 2023 (n = 302). Data collection took place from June 2023 to October 2023, using the Disaster Response Self-Efficacy Scale (DRSES) and Disaster Preparedness Perception Scale (DPPS). Descriptive statistics, independent samples t-test, correlation, and multiple linear regression analysis were used to analyze the data.RESULTS: Nursing students' DRSES mean score was 63.35 \u00b1 10.83 (moderate level) and DPPS mean score was 3.41 \u00b1 0.50 (high level). A positive and moderate correlation was found between nursing students' DRSES and DPPS scores (r = 0.515; P = 0.000). Predictors affecting nursing students' disaster preparedness are disaster response self-efficacy score, being male, and making a family disaster plan.CONCLUSIONS: The results of this study highlight the importance of increasing the disaster response self-efficacy needed by nursing students to successfully assist patients in disaster situations.", - "output": "Law", + "input": "Abstract: BACKGROUND: Medullary thyroid carcinoma (MTC) is a malignant tumor with low incidence. Currently, most studies have focused on the prognostic risk factors of MTC, whatever, time kinetic and risk factors related to calcitonin normalization (CN) and biochemical persistence/recurrence (BP) are yet to be elucidated.METHODS: A retrospective study was conducted for 190 MTC patients. Risk factors related to calcitonin normalization (CN) and biochemical persistence/recurrence (BP) were analyzed. The predictors of calcitonin normalization time (CNT) and biochemical persistent/recurrent time (BPT) were identified. Further, the prognostic roles of CNT and BPT were also demonstrated.RESULTS: The 5- and 10-year DFS were 86.7% and 70.2%, respectively. The 5- and 10-year OS were 97.6% and 78.8%, respectively. CN was achieved in 120 (63.2%) patients, whereas BP was presented in 76 (40.0%) patients at the last follow up. After curative surgery, 39 (32.5%) and 106 (88.3%) patients achieved CN within 1 week and 1 month. All patients who failed to achieve CN turned to BP over time and 32/70 of them developed structural recurrence. The median time of CNT and BPT was 1 month (1day to 84 months) and 6 month (3day to 63months), respectively. LNR>0.23 and male gender were independent predictors for CN and BP. LNR>0.23 (Hazard ratio (HR), 0.24; 95% CI,0.13-0.46; P<0.01) and male gender (HR, 0.65; 95% CI, 0.42-0.99; P=0.045) were independent predictors for longer CNT. LNR>0.23 (HR,5.10; 95% CI,2.15-12.11; P<0.01) was still the strongest independent predictor followed by preoperative serum Ctn>1400ng/L (HR,2.34; 95% CI,1.29-4.25; P=0.005) for shorter BPT. In survival analysis, primary tumor size>2cm (HR, 5.81; 95% CI,2.20-15.38; P<0.01), CNT>1 month (HR, 5.69; 95% CI, 1.17-27.61; P=0.031) and multifocality (HR, 3.10; 95% CI, 1.45-6.65; P=0.004) were independent predictor of DFS.CONCLUSION: Early changes of Ctn after curative surgery can predict the long-term risks of biochemical and structural recurrence, which provide a useful real-time prognostic information. LNR significantly affect the time kinetic of biochemical prognosis. Tumor burden and CNT play a crucial role in MTC survival, the intensity of follow-up must be tailored accordingly.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Eastern Zhou (770-221 BCE) was an important period of social transformation in ancient China. The development of class- and gender-based stratification of this period had profound effects on human diet. We aim to examine the relationships among diet, class, and sex (as a proxy for gender) during this period through comparative investigations of noble individuals and sacrificial human companions. We analyzed the stable carbon and nitrogen isotope values of bone collagen of 61 human (26 nobles and 35 sacrificial companions) and 32 faunal samples from the Dahan (sic) cemetery (an Eastern Zhou archaeological site). There are statistically significant class-based dietary differences, with the nobles consuming more socially valued foods (high protein food and millets) compared with sacrificial companions, which is also supported by paleopathological evidence. Sex-based differences were specific to class, with no significant dietary differences found in the nobles, whereas males may have had better diets than females in the lower classes. Our dietary analysis suggests that some sacrificial companions may have benefited from the resources of their noble masters, however, most sacrificial companions had a poorer diet. In addition, one noble individual possibly experienced social mobility in his lifetime, as shown by the discrepancy in his burial treatment and his long-term diet. This cemetery-wide study of dietary differences between nobles and sacrificial companions allows for novel insight into the intersection of class, gender, and diet during the Eastern Zhou period.", - "output": "Archaeology", + "input": "Abstract: This paper is a debate on why Bourdieusian scholars have never fully embraced the Introduction/Literature review/Data & methods/Results/Discussion (ILDRD) article format which is mainstream in North American Sociological publications. This paper attempts to argue that Pierre Bourdieu, Jean-Claude Chamboredon, and Jean-Claude Passeron developed a different writing format - inspired by Gaston Bachelard's applied rationalism -- and which became more influential among French scholars. The Bourdieu inspired different writing patterns and reasoning, I argue, can be traced in the flagship journal Actes de la Recherche en Sciences Sociales. This paper invites further debate on the differences in approaching article formats in the social sciences.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigated the impact of local government spending on mental health in England between 2013 and 2019. Guided by the Health in All Policies vision, which encourages the integration of health in all decision-making areas, we explored how healthcare and multiple nonmedical budgeting decisions related to population mental health. We used random curve general cross-lagged modelling to dynamically partition effects into the short-run (from t to t+1) and long-run (from t to t+2) impacts, account for unobserved area-level heterogeneity and reverse causality from health outcomes to financial investments, and comprehensive modelling of budget items as an interconnected system. Our findings revealed that spending in adult social care, healthcare, and law & order predicted long-term mental health gains (0.004-0.081 SDs increase for each additional 10% in expenditure). However, these sectors exhibited negative short-term impulses (0.012-0.077 SDs decrease for each additional 10% in expenditure), markedly offsetting the long-term gains. In turn, infrastructural and environmental spending related to short-run mental health gains (0.005-0.031 SDs increase for each additional 10% in expenditure), while the long-run effects were predominantly negative (0.005-0.028 SDs decrease for each additional 10% in expenditure). The frequent occurrence of short-run and long-run negative links suggested that government resources may not be effectively reaching the areas that are most in need. In the short-term, negative effects could also imply temporary disruptions to service delivery largely uncompensated by later mental health improvements. Nonetheless, some non-health spending policies, such as law & order and infrastructure, can be related to long-lasting positive mental health impacts.", - "output": "Law", + "input": "Abstract: Pain invalidation involves the dismissal or lack of understanding of another's pain, undermining their subjective experience. Frequent exposure to invalidation negatively impacts mental and physical health as well as pain-related behaviors, potentially leading people to conceal their pain from others in the future and/or withdraw from potential sources of support. It is therefore possible that experiencing pain invalidation may also impact pain-reporting behavior in clinical settings. Across 2 separate samples of emerging adults, we examined whether exposure to invalidation of one's pain was associated with cognizant modulation of one's subjective acute pain ratings within routine medical and dental settings. Drawing upon social psychological theories of impression management and self-presentation, we hypothesized that exposure to pain invalidation would be associated with the under-rating of one's pain. In Study 1, previous experiences of invalidation were associated with under-rating of one's pain when visiting the doctor and the dentist. Study 2 found that invalidation from family and medical professionals-but not from friends-was associated with under-rating pain in both settings. Findings provide further evidence for the harmful effects of pain invalidation, particularly for emerging adults, as the dismissal of one's subjective experience may sow self-doubt while reinforcing cultural stigmas against pain, leading to alterations in pain communication that ultimately creates barriers to efficacious clinical treatment and care and increase pain-related suffering. PERSPECTIVE: Pain invalidation imparts harm to those who already suffer from pain, be it mentally, physically, and/or behaviorally. We show that people who have encountered invalidation are more likely to under-rate their pain when seeking care, impeding assessment and treatment, and further highlighting the importance of clinical validation of pain experiences.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Cardiac arrest is 1 of the leading causes of morbidity and mortality, with an estimated 340000 out-of-hospital and 292000 in-hospital cardiac arrest events per year in the United States. Survival rates are lower in certain racial and socioeconomic groups.METHODS AND RESULTS: We performed a county-level cross-sectional longitudinal study using the Centers for Disease Control and Prevention's Wide-Ranging Online Data for Epidemiologic Research multiple causes of death data set between 2016 and 2020 among individuals of all ages whose death was attributed to cardiac arrest. The Social Vulnerability Index is a composite measure that includes socioeconomic vulnerability, household composition, disability, individuals from racial and ethnic minority groups status and language, and housing and transportation domains. We examined the impact of social determinants on cardiac arrest mortality stratified by age, race, ethnicity, and sex in the United States. All age-adjusted mortality rate (cardiac arrest AAMRs) are reported as per 100000. Overall cardiac arrest AAMR during the study period was 95.6. The cardiac arrest AAMR was higher for men compared with women (119.6 versus 89.9) and for the Black population compared with the White population (150.4 versus 92.3). The cardiac arrest AAMR increased from 64.8 in counties in quintile 1 of Social Vulnerability Index to 141 in quintile 5, with an average increase of 13% (95% CI, 9.8%-16.9%) in AAMR per quintile increase.CONCLUSIONS: Mortality from cardiac arrest varies widely, with a >2-fold difference between the counties with the highest and lowest social vulnerability, highlighting the differential burden of cardiac arrest deaths throughout the United States based on social determinants of health.", - "output": "Demography", + "input": "Abstract: Recent advancements in technology and infrastructure have greatly improved the capabilities of the natural hazards community to collect robust samples of building performance following hazard events and make them available to the research community for broad reuse purposes. Yet, there lacks standardized, open access data sets that combine reconnaissance data from multiple individual hazard events into unified, living testbeds that can grow through community participation. The objectives of this study are to (1) synthesize and present a unified, multievent windstorm performance data set (WiSPD) and (2) summarize common damage patterns observed in the WiSPD. The WiSPD currently consists of four hurricanes (occurring between 2017 and 2020) and four tornadoes (occurring between 2011 and 2020), all of which struck the United States. Each event's building performance assessments were collected with similar methodologies and contain details such as location, physical address, basic building attributes, estimated 3 s gust wind speed, basic wind speeds, and component-level damage percentage with a precision of +/- 5%. In combination, the testbed reveals that roof cover damage dominates in windstorms, regardless of the year of construction or building code enforced. Additionally, tornadoes tend to produce higher damage rates than hurricanes, specifically in fenestration and roof structure damage. Fragility functions for hurricanes exhibit a nonmonotonic relationship between wind speed and damage, potentially evidencing the strong influence of other confounding variables. Ultimately, the unified data set promises to be a rich testbed for further knowledge discovery and model validation by the research community.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: In this era of rapid technological development, medical schools have had to use modern technology to enhance traditional teaching. Online teaching was preferred by many medical schools. However due to the complexity of intracranial anatomy, it was challenging for the students to study this part online, and the students were likely to be tired of neurosurgery, which is disadvantageous to the development of neurosurgery. Therefore, we developed this database to help students learn better neuroanatomy.MAIN BODY: The data were sourced from Rhoton's Cranial Anatomy and Surgical Approaches and Neurosurgery Tricks of the Trade in this database. Then we designed many hand gesture figures connected with the atlas of anatomy. Our database was divided into three parts: intracranial arteries, intracranial veins, and neurosurgery approaches. Each section below contains an atlas of anatomy, and gestures represent vessels and nerves. Pictures of hand gestures and atlas of anatomy are available to view on GRAVEN ( www.graven.cn ) without restrictions for all teachers and students. We recruited 50 undergraduate students and randomly divided them into two groups: using traditional teaching methods or GRAVEN database combined with above traditional teaching methods. Results revealed a significant improvement in academic performance in using GRAVEN database combined with traditional teaching methods compared to the traditional teaching methods.CONCLUSION: This database was vital to help students learn about intracranial anatomy and neurosurgical approaches. Gesture teaching can effectively simulate the relationship between human organs and tissues through the flexibility of hands and fingers, improving anatomy interest and education.", - "output": "Education", + "input": "Abstract: Previous research suggests that descriptive norms positively influence proenvironmental behavior, including littering prevention. However, in some behavioral contexts, a weak descriptive norm may increase individuals' feelings of responsibility by signaling a need for action.We examined this effect in the context of litter prevention by conducting structural equation modeling of survey data from 1400 Singapore residents. The results showed thatdescriptive norms negatively predicted ascription of responsibility and were negatively related to littering prevention behavior via ascription of responsibility and personal norms.It also showed that strong injunctive norms can reduce the inhibitory effect of descriptive norms on ascription of responsibility. These findings were consistent with several hypotheses constituting the model of norm-regulated responsibility, a novel explanatory framework offering new insights and a more nuanced and comprehensive understanding of social norms' influence on proenvironmental behavior.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", + "input": "Abstract: BACKGROUND: In Thailand, the national health care system and nationwide standard treatment protocols have evolved over time, potentially influencing the trends in the incidence and survival rates of childhood cancers. However, further investigations are required to comprehensively study these trends in Khon Kaen, Thailand.METHODS: Childhood cancer patients aged 0-14years (n=541) who were diagnosed with one of the five most common cancers between 2000 and 2019 from the population-based Khon Kaen Cancer Registry were enrolled. Descriptive statistics were used to analyse the demographic data, which are presented as numbers, percentages, means, and standard deviations. The trends in incidence between 2000 and 2019, including age-standardized incidence rates (ASRs) and annual percent changes (APCs), were analysed using the Joinpoint regression model. Survival analysis was performed for 5-year relative survival rates (RSRs) according to the Pohar Perme estimator and Kaplan-Meier survival curves.RESULTS: The ASRs of the overall top 5 childhood cancer groups were 67.96 and 106.12 per million person-years in 2000 and 2019, respectively. Overall, the APC significantly increased by 2.37% each year for both sexes. The overall 5-year RSRs were 60.5% for both sexes, 58.2% for males, and 63.9% for females. The highest 5-year RSR was for germ cell tumours (84.3%), whereas the lowest 5-year RSR was for neuroblastoma (29.1%).CONCLUSIONS: The incidence and survival rates of childhood cancers in Khon Kaen, Thailand, varied according to sex. The incidence trends increased over time, meanwhile, the relative survival rates rose to satisfactory levels and were comparable to those of other nations with similar financial status. The implementation of national health policies and adherence to national treatment guidelines have improved cancer diagnosis and treatment outcomes.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: As a recognized win-win-win approach to international debt relief, Debt-to-Health(D2H)has successfully translated debt repayments into investments in health-related projects. Although D2H has experienced modifications and periodic suspension, it has been playing an increasingly important role in resource mobilization in public health, particularly for low-and middle-income countries deep in debt.MAIN TEXT: D2H, as a practical health financing instrument, is not fully evidenced and gauged by academic literature though. We employed a five-step scoping review methodology. After posing questions, we conducted comprehensive literature searches across three databases and one official website to identify relevant studies.We also supplemented our research with expert interviews. Through this review and interviews, we were able to define the concept and structure of D2H, identify stakeholders, and assess its current shortcomings. Finally, we proposed relevant countermeasures and suggestions.CONCLUSION: This paper examines the D2H project's implementation structure and influencing variables, as well as the current research plan's limitations, with a focus on the role health funding institutions have played during the project's whole life. Simultaneously, it examines the interdependencies between debtor nations, creditor nations, and health financing establishments, establishing the groundwork for augmenting and revamping D2H within the ever-changing worldwide context of health development assistance.", - "output": "Economics", + "input": "Abstract: In the Arctic, winter soil temperatures exert strong control over mean annual soil temperature and winter CO2 emissions. In tundra ecosystems there is evidence that plant canopy influences on snow accumulation alter winter soil temperatures. By comparison, there has been relatively little research examining the impacts of heterogeneity in boreal forest cover on soil temperatures. Using seven years of data from six sites in northeastern Siberia that vary in stem density we show that snow-depth and forest canopy cover exert equally strong control on cumulative soil freezing degrees days (FDDsoil). Together snow depth and canopy cover explain approximately 75% of the variance in linear models of FDDsoil and freezing n-factors (n f; calculated as the quotient of FDDsoil and FDDair), across sites and years. Including variables related to air temperature, or antecedent soil temperatures does not substantially improve models. The observed increase in FDDsoil with canopy cover suggests that canopy interception of snow or thermal conduction through trees may be important for winter soil temperature dynamics in forested ecosystems underlain by continuous permafrost. Our results imply that changes in Siberian larch forest cover that arise from climate warming or fire regime changes may have important impacts on winter soil temperature dynamics.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Reviewed by Matthijs Metselaar, a specialist in fish health and production.", - "output": "Communication", + "input": "Abstract: Mohs Micrographic Surgery (MMS) is effective for treating common cutaneous malignancies, but complex repairs may often present challenges for reconstruction. This paper explores the potential of three-dimensional (3D) bioprinting in MMS, offering superior outcomes compared to traditional methods. 3D printing technologies show promise in advancing skin regeneration and refining surgical techniques in dermatologic surgery. A PubMed search was conducted using the following keywords: Three-dimensional bioprinting OR 3-D printing AND Mohs OR Mohs surgery OR Surgery. Peer-reviewed English articles discussing medical applications of 3D bioprinting were included, while non-peer-reviewed and non-English articles were excluded. Patients using 3D MMS models had lower anxiety scores (3.00 to 1.7, p<0.0001) and higher knowledge assessment scores (5.59 or 93.25% correct responses), indicating better understanding of their procedure. Surgical residents using 3D models demonstrated improved proficiency in flap reconstructions (p=0.002) and knowledge assessment (p=0.001). Additionally, 3D printing offers personalized patient care through tailored surgical guides and anatomical models, reducing intraoperative time while enhancing surgical. Concurrently, efforts in tissue engineering and regenerative medicine are being explored as potential alternatives to address organ donor shortages, eliminating autografting needs. However, challenges like limited training and technological constraints persist. Integrating optical coherence tomography with 3D bioprinting may expedite grafting, but challenges remain in pre-printing grafts for complex cases. Regulatory and ethical considerations are paramount for patient safety, and further research is needed to understand long-term effects and cost-effectiveness. While promising, significant advancements are necessary for full utilization in MMS.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND AND AIMS: Urban green spaces offer various health benefits, yet the impact of comprehensive green exposure criteria on multidimensional health remains unclear. The 3-30-300 green space rule represents the green exposure indicators with specific thresholds. This study aims to quantitatively evaluate urban green exposure in cities and can support investigation of its relationship with human health.METHODS: We conducted a cross-sectional study based on 902 investigated individuals in 261 residential locations aged 11-95years from Xiamen City, China. 3-30-300 green exposure was calculated using field surveys, GIS, and Baidu Maps Application Programming Interface (API). Physical health data was based on Occupational Stress Indicator (OSI)-2. Mental health was from the 12-item General Health Questionnaire (GHQ-12). Social health was from a self-constructed evaluation questionnaire. Statistical analyses were conducted using Geographically Weighted Regression and Geographically Weighted Logistic Regression for global and local effects on green exposure and multidimensional health.RESULT: Among the investigated individuals, only 3.55% (32/902) fully meet the 3-30-300 rule in Xiamen. Global results show that individuals achieved at least 30% vegetation coverage (Yes) is associated with better physical (beta: 0.76, p<0.01) and social (beta: 0.5, p<0.01) health. GWLR global results indicate that individuals can see at least 3 trees from home meeting one (OR=0.46, 95%CI: 0.25-0.86, p<0.05) or two (OR=0.41, 95%CI: 0.22,0.78, p<0.01; OR=0.24, 95%CI: 0.07-0.77, p<0.05) 3-30-300 rule components are significantly associated with reduced medical visits and hospitalizations refer to not met these criterias. In the GWR local analysis, achieved 30% vegetation cover is significantly related to improved social health at all locations. Meeting any two indicators also contribute to improved social health (n=511, beta: 0.46-0.51, P<0.05).CONCLUSION: Green exposure indicators based on the 3-30-300 rule guiding healthy urban green space development. We observed multidimensional health benefits when 1/3 or 2/3 of the indicators were met.", - "output": "Demography", + "input": "Abstract: Due to the frequent switch of the working condition, fault diagnosis model for rotating machinery established on the training set (the source domain) cannot be effectively applied to the test set (the target domain). Traditional domain adaptation methods address this issue by performing feature alignment between the source and target domain, which ignores the positive guidance provided by prior knowledge. In this paper, we propose a prior knowledge-driven domain adaptation (PKDA) method for varying working condition fault diagnosis of rotating machinery, where a self-supervised learning framework is designed to integrate expert prior knowledge and structural prior knowledge. First, an expert prior knowledge guidance module is designed to extract features with physical significance. Then we align the features between the source and target domain by the max mean discrepancy metric. Besides, a progressive Shannon entropy minimization strategy is proposed to realize the feature distribution structure of intra-class compression and inter-class separation, which can effectively integrate the structural prior knowledge. In this way, PKDA can effectively utilize the prior knowledge to achieve better performance in varying working condition fault diagnosis tasks. The effectiveness of the proposed method is illustrated by an open-source rolling bearing fault dataset from Case Western Reserve University and an open-source gearbox fault dataset from Southeast University.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We report recent observations using a synchrotron X-ray micro-beam to retrieve images from tarnished 19th century daguerreotypes. We confirm that high quality image can always be retrieved from tarnished plates using Hg L alpha XRF as long as the bulk of the image particles and their distribution remains intact. We also report results from using tunable tender X-rays (2 - 7 keV) to conduct imaging in high vacuum at energy above the Ag L-edge and the Hg M-edge, extracting images using Ag L alpha and Hg M alpha, respectively among others (e.g., S to track corrosion). Images obtained with the surface sensitive total electron yield (TEY) and the bulk sensitive fluorescence yield (FLY) as well as corresponding micro-XANES are reported. Flux tolerance to high intensity X-beam is also explored. These results and their implications for cultural heritage research are discussed. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", + "input": "Abstract: After the fire at Notre-Dame de Paris in April 2019, conservation scientists and art historians joined forces with the chief architect and the monument curators to facilitate the management of emergency operations on the stained-glass windows. Information and methodologies were provided for the swift removal of twenty-five 19th and 20th-century windows following the disaster. Restoration and lead decontamination protocols were studied in laboratories and inside the building in order to determine the duration and cost of the upcoming restorations. Thanks to the careful handling of the fire by the firefighters, the stained-glass windows of Notre-Dame were mostly preserved and very little thermal stress breakage was observed on the panels. However, the necessity to use all the teams available inside the building to deal with the generalized lead contamination caused by the roof fire considerably slowed down all the restoration operations. Given the limited time remaining before the building would be reopened, the teams decided to follow two different protocols: a decontamination protocol of the stained glass that remained in the building, and the complete off -site decontamination then restoration of the panels that had been removed. The presence of scaffolding inside the cathedral also provided the opportunity to draw up new restoration charts for the medieval stained glass in the rose windows. This new document would update the previous chart published in 1959, which was based on binocular observations from the ground. The disaster in Notre-Dame de Paris has reminded everyone that a building can quickly be destroyed by a fire, even today. One of the immediate consequences has been the revision of many cathedral security procedures in case of fire, and we can now reflect on improving the management of stained-glass windows after such a catastrophe. (c) 2022 Published by Elsevier Masson SAS.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The additive log-ratio (alr) transformation is recommended as one of the most robust data transformations for multivariate analysis of archaeometric compositional data. However, alr and other transformations are not mutually exclusive and can be combined to assess different aspects of an archaeometric data set, such as the addition of temper, post-depositional effects in pottery and associated archaeological implications. This study presents a comparative analysis of a multi-element data set of pottery from Lago Grande and Osvaldo archaeological sites in the Central Amazon, which are considered a microcosm of the region. The concentrations of nine chemical elements (La, Lu, Yb, Ce, Cr, Eu, Fe, Sc, and Th) measured by instrumental neutron activation analysis (INAA) were subjected to alr transformation, prior to chemical fingerprinting by cluster analysis (CA) and principal component analysis (PCA). The results were compared to a previous work using the log10 transformation. Multivariate analysis of variance (MANOVA) was employed to test for statistical differences between the chemical groups, and self-organizing maps (SOMs), a type of artificial neural network, were used for comparison due to their advantage of not depending on any specific data distribution assumption. In general, the results suggest the existence of socio-cultural interactions between Lago Grande and Osvaldo, which could have occurred through trade, exogamic marriage and territory sharing. In a broader perspective, the exchange networks corroborated by the results favor theories that minimize the role of ecological constraints in the emergence of social complexity and sedentary occupations in the Amazon region.", - "output": "Archaeology", + "input": "Abstract: The sensitivity of forecast-informed reservoir operating policies to forecast attributes (lead-time and skill) in many-objective water systems has been well-established. However, the viability of forecast-informed operations as a climate change adaptation strategy remains underexplored, especially in many-objective systems with complex trade-offs across interests. Little is known about the relationships between forecast attribute and policy robustness under deep uncertainty in future conditions and the relationships between forecast-informed performance and future hydrologic state. This study explores the sensitivity of forecast-informed policy robustness to forecast lead-time and skill in the outflow management plan of the Lake Ontario basin. We create water supply forecasts at four different subseasonal-to-annual lead-times and two levels of skill and further employ a many-objective evolutionary algorithm to discover policies tailored for each forecast case, historical supply conditions, and six objectives. We also leverage a partnership with decision-makers to identify a subset of candidate policies, which are reevaluated under a large set of plausible hydrologic conditions that reflect stationary and nonstationary climates. Scenario discovery techniques are used to map attributes of future hydrology to forecast-informed policy performance. Results show policy robustness is directly related to forecast lead-time, where policies conditioned on 12-month forecasts were more robust under future hydrology. Policies tailored for noisier long-lead forecasts were more robust under a wide range of plausible futures compared with policies trained to perfect forecasts, which highlights the potential to overfit control policies to historical information, even for a forecast-informed policy with perfect foresight. The relationship between performance and the hydrologic regime is dependent on the complexity of the interactions between control decisions and objectives. A threshold of objective performance as a function of supply conditions can support adaptive management of the system. However, more complex interactions make it difficult to identify simple hydrologic indicators that can serve as triggers for dynamic management.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The article focuses on the stratigraphy of the late Byzantine pavement of the Southwest Church, Umm el-Jimal, Jordan and the production technology of their mortars by applying thin section petrography, x-ray diffractometry (XRD) and scanning electron microscopy with energy dispersive x-ray spectrometry (SEM-EDS). Investigations revealed the similarity between the studied pavement and standard Roman mosaic pavements. The pavement consists of four layers (statumen, rudus, nucleus and bedding), but lacks the tessellatum layer. The statumen was constructed using large stones and then leveled by soil and pebbles, while the other three layers are composed of lime-based mortars formed by two different recipes. The white-beige non-hydraulic mortar of the bedding layer consists of a lime binder and aggregates of scoria and organic fibers, and a Binder:Aggregate (B:A) ratio of 1:2. The grey hydraulic mortars of the rudus and nucleus are mixtures of lime and silica-rich silt/clay, fine sand, volcanic rocks, ceramics, and charcoal; and B:A ratios of 1:4. The rudus and nucleus mortars have high values of hydraulic and cementation indices, reflecting their hydraulic properties, which most probably originated from the reaction between lime, ceramic and volcanic inclusions. In contrast, lack of ceramic and absence of the reactions between lime and scoria of the bedding layer probably produced a mortar with low values of hydraulic and cementation indices, but durable and resistant to weight load.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Vascular pathologies of the head and neck are rare but can present as musculoskeletal problems. The International Federation of Orthopedic Manipulative Physical Therapists (IFOMPT) Cervical Framework (Framework) aims to assist evidence-based clinical reasoning for safe assessment and management of the cervical spine considering potential for vascular pathology. Clinical reasoning is critical to physiotherapy, and developing high-level clinical reasoning is a priority for postgraduate (post-licensure) educational programs.OBJECTIVE: To explore the influence of the Framework on clinical reasoning processes in postgraduate physiotherapy students.METHODS: Qualitative case study design using think aloud methodology and interpretive description, informed by COnsolidated criteria for REporting Qualitative research. Participants were postgraduate musculoskeletal physiotherapy students who learned about the Framework through standardized delivery. Two cervical spine cases explored clinical reasoning processes. Coding and analysis of transcripts were guided by Elstein's diagnostic reasoning components and the Postgraduate Musculoskeletal Physiotherapy Practice model. Data were analyzed using thematic analysis (inductive and deductive) for individuals and then across participants, enabling analysis of key steps in clinical reasoning processes and use of the Framework. Trustworthiness was enhanced with multiple strategies (e.g., second researcher challenged codes).RESULTS: For all participants (n=8), the Framework supported clinical reasoning using primarily hypothetico-deductive processes. It informed vascular hypothesis generation in the patient history and testing the vascular hypothesis through patient history questions and selection of physical examination tests, to inform clarity and support for diagnosis and management. Most participant's clinical reasoning processes were characterized by high-level features (e.g., prioritization), however there was a continuum of proficiency. Clinical reasoning processes were informed by deep knowledge of the Framework integrated with a breadth of wider knowledge and supported by a range of personal characteristics (e.g., reflection).CONCLUSIONS: Findings support use of the Framework as an educational resource in postgraduate physiotherapy programs to inform clinical reasoning processes for safe and effective assessment and management of cervical spine presentations considering potential for vascular pathology. Individualized approaches may be required to support students, owing to a continuum of clinical reasoning proficiency. Future research is required to explore use of the Framework to inform clinical reasoning processes in learners at different levels.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We report a cluster of serogroup B invasive meningococcal disease identified via genomic surveillance in older adults in England and describe the public health responses. Genomic surveillance is critical for supporting public health investigations and detecting the growing threat of serogroup B Neisseria meningitidis infections in older adults.", - "output": "History", + "input": "Abstract: BACKGROUND: In-hospital mortality from acute myocardial infarction (AMI) is widely used in international comparisons as an indicator of health system performance. Because of the high risk of early death after AMI, international comparisons may be biased by differences in the recording of early death cases in hospital inpatient data. This study examined whether differences in the recording of early deaths affect international comparisons of AMI in-hospital mortality by using the example of Germany and the United States, and explored approaches to address this issue.METHODS: The German Diagnosis-Related Groups Statistics (DRG Statistics), the U.S. National Inpatient Sample (NIS) and the U.S. Nationwide Emergency Department Sample (NEDS) were analysed from 2014 to 2019. Cases with treatment for AMI were identified in German and U.S. inpatient data. AMI deaths occurring in the emergency department (ED) without inpatient admission were extracted from NEDS data. 30-day in-hospital mortality figures were calculated according to the OECD indicator definition (unlinked data) and modified by including ED deaths, or excluding all same-day cases.RESULTS: German age-and-sex standardized 30-day in-hospital mortality was substantially higher compared to the U.S. (in 2019, 7.3% vs. 4.6%). The ratio of German vs. U.S. mortality was 1.6. After inclusion of ED deaths in U.S. data this ratio declined to 1.4. Exclusion of same-day cases in German and U.S. data led to a similar ratio.CONCLUSIONS: While short-duration treatments due to early death are generally recorded in German inpatient data, in U.S. inpatient data those cases are partially missing. Excluding cases with short-duration treatment from the calculation of mortality indicators could be a feasible approach to account for differences in the recording of early deaths, that might be existent in other countries as well.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The promotion of the latest medicines produced by the pharmaceutical industry is an important issue both from an ethical point of view (the level of accessibility, the way research is carried out) and from the point of view of marketing and especially from the lobbying issues raised.AREAS OF UNCERTAINTY: The ethical dilemmas raised by the promotion of new drugs revolve between the need to discover new molecules important for treating a wide range of diseases and the need to establish a battery of ethical rules, absolutely necessary for regulations in the field to be compliant with all ethical principles.DATA SOURCES: A literature search was conducted through PubMed, MEDLINE, Plus, Scopus, and Web of Science (2015-2023) using combinations of keywords, including drugs, medical publicity, and pharma marketing plus ethical dilemma.ETHICS AND THERAPEUTIC ADVANCES: The promotion of medicines is governed by advertising laws and regulations in many countries, including at EU level, based on the need for countries to ensure that the promotion and advertising of medicines is truthful, based on information understood by consumers. The ethical analysis of the issues raised is more necessary and complex as the channels used for promotion are more accessible to the population, and the information, easier to obtain, can be the cause of increased self-medication and overeating. Large amounts of money invested in the development of new molecules, but also the risk of scientific fraud through manipulation of data during clinical trials, selective or biased publication of information can have repercussions on the health of the population.CONCLUSIONS: The development of new pharmaceutical molecules is necessary to intervene and treat as many conditions as possible, but marketing must not neglect the observance of ethical principles. The promotion of medicines should be the attribute especially of the medical staff, which should also be a mandatory part of the mechanism for approving the marketing methods and means used by the pharmaceutical companies.", - "output": "Communication", + "input": "Abstract: A common understanding emphasizes the destructive effects of conflict-related sexual violence (CRSV) on social cohesion and community life. Stressing the agency of survivors, we present an alternative argument. Our theory predicts that survivors seek to counteract the stigma attached to CRSV by contributing to the community in the form of civic engagement. Drawing on three original surveys from Democratic Republic of Congo (DRC), Liberia, and Sri Lanka and relying on list experiments to reduce underreporting bias, we find that survivors of CRSV indeed show increased levels of civic engagement. This civic effect is consistent across the three contexts and very likely causal. We also rule out an alternative mechanism based on posttraumatic growth and dispel concerns that increased civic engagement comes at the expense of decreased intergroup relations. However, looking at sex differences, our results are more sobering. While in line with our prediction, they do not support the optimistic notion that survivors' mobilization results in female empowerment and the closing of existing gender gaps in civic behavior. Our findings have important implications for our understanding of CRSV, the legacy of violent conflict, and the gendered nature of politics.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The Brief Educational Workshops in Secondary Schools Trial (BESST) is an England-wide school-based cluster randomised controlled trial assessing the clinical and cost-effectiveness of an open-access psychological workshop programme (DISCOVER) for 16-18-year-olds. This baseline paper describes the self-referral and other recruitment processes used in this study and the baseline characteristics of the enrolled schools and participants.METHOD: We enrolled 900 participants from 57 Secondary schools across England from 4th October 2021 to 10th November 2022. Schools were randomised to receive either the DISCOVER day-long Stress workshop or treatment as usual which included signposting information. Participants will be followed up for 6months with outcome data collection at baseline, 3-month, and 6-month post randomisation.RESULTS: Schools were recruited from a geographically and ethnically diverse sample across England. To reduce stigma, students were invited to self-refer into the study if they wanted help for stress. Their mean age was 17.2 (SD=0.6), 641 (71%) were female and 411 (45.6%) were from ethnic minority groups. The general wellbeing of our sample measured using the Mood and Feelings Questionnaire (MFQ) found 314 (35%) of students exhibited symptoms of depression at baseline. Eighty percent of students reported low wellbeing on the Warwick Edinburgh Mental Wellbeing Scale (WEMWBS) suggesting that although the overall sample mean is below the cut-off for depression, the self-referral approach used in this study supports distressed students in coming forward.CONCLUSION: The BESST study will continue to follow up participants to collect outcome data and results will be analysed once all the data have been collected.TRIAL REGISTRATION: ISRCTN registry ISRCTN90912799. Registered on 28 May 2020.", - "output": "Education", + "input": "Abstract: Visual Odometry (VO) is vital for the navigation of autonomous systems, providing accurate position and orientation estimates at reasonable costs. While traditional VO methods excel in some conditions, they struggle with challenges like variable lighting and motion blur. Deep learning-based VO, though more adaptable, can face generalization problems in new environments. Addressing these drawbacks, this letter presents a novel hybrid visual odometry (VO) framework that leverages pose-only supervision, offering a balanced solution between robustness and the need for extensive labeling. We propose two cost-effective and innovative designs: a self-supervised homographic pre-training for enhancing optical flow learning from pose-only labels and a random patch-based salient point detection strategy for more accurate optical flow patch extraction. These designs eliminate the need for dense optical flow labels for training and significantly improve the generalization capability of the system in diverse and challenging environments. Our pose-only supervised method achieves competitive performance on standard datasets and greater robustness and generalization ability in extreme and unseen scenarios, even compared to dense optical flow-supervised state-of-the-art methods.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We detected Mayaro virus (MAYV) in 3.4% (28/822) of febrile patients tested during 2018-2021 from Roraima State, Brazil. We also isolated MAYV strains and confirmed that these cases were caused by genotype D. Improved surveillance is needed to better determine the burden of MAYV in the Amazon Region.", + "input": "Abstract: James V. Wertsch coined the concept of schematic narrative template in his Voices of Collective Remembering, which has become a classic work in memory studies. The central argument of this article is that the analytical power of the concept of schematic narrative template can be increased, and its methodological implications clarified, by making a distinction between plot structures, narrative schemata, and the practices of narrative production, dissemination, and consumption. The article demonstrates that these entities and their associated mechanisms and processes are different in kind and should therefore be studied by using different types of methods. Furthermore, the article elaborates on the cognitive aspects of Wertsch's notion of schematic narrative template by distinguishing between the pattern completion and pattern matching functions of narrative schemata as well as between the cognitive processes of assimilation and accommodation of narrative schemata.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: AIM: Armed conflict remains a tragic feature of the modern world and so it is necessary to continue to study its health impacts. Even the study of historical conflicts is relevant given that certain health impacts are common to most wars e.g., post-traumatic stress disorder (PTSD).METHODS: This study built on a previous quantitative analysis of a randomly selected group of 200 New Zealand veterans from the First World War (WWI). From this sample we selected 10 cases that illustrated particular themes around morbidity impacts.RESULTS: The theme of severity of impacts was illustrated with a case who was severely wounded and died from suicide when back in New Zealand, and another case with severe PTSD. The theme of the high frequency of non-fatal conditions was revealed with cases illustrating new diagnoses (a case with n=8 diagnoses), hospitalisations for new conditions (n=6), non-fatal injury events (n=3) and for sexually transmitted infections (n=3). The theme of chronic debility as a consequence of various conditions was illustrated with cases who had suffered from being gassed or having gastroenteritis, malaria or pandemic influenza.CONCLUSION: These 10 selected cases reiterate how severe and extensive the morbidity burden for military personnel in WWI could be. Also illustrated is how the morbidity could contribute to adverse impacts on some of their lives after returning to New Zealand.", - "output": "History", + "input": "Abstract: The South American Archaeological Isotopic Database (SAAID) is a comprehensive open-access resource that aggregates all available bioarchaeological stable and radiogenic isotope measurements, encompassing data from human individuals, animals, and plants across South America. Resulting from a collaborative effort of scholars who work with stable isotopes in this region, SAAID contains 53,781 isotopic measurements across 24,507 entries from individuals/specimens spanning over 12,000 years. SAAID includes valuable contextual information on archaeological samples and respective sites, such as chronology, geographical region, biome, and spatial coordinates, biological details like estimated sex and age for human individuals, and taxonomic description for fauna and flora. SAAID is hosted at the PACHAMAMA community within the Pandora data platform and the CORA repository to facilitate easy access. Because of its rich data structure, SAAID is particularly well-suited for conducting spatiotemporal meta-analyses. It serves as a valuable tool for addressing a variety of research topics, including the spread, adoption, and consumption intensification of food items, paleo-environmental reconstruction, as well as the exploration of mobility patterns across extensive geographic regions.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper investigates trabecular bone ontogenetic changes in two different Polish populations, one prehistoric and the other historical. The studied populations are from the Brzesc Kujawski region in Kujawy (north-central Poland), one from the Neolithic Period (4500-4000 BC) and one from the Middle Ages (twelfth-sixteenth centuries AD), in total 62 vertebral specimens (32 males, 30 females). Eight morphometric parameters acquired from microCT scan images were analysed. Two-way ANOVA after Box-Cox transformation and multifactorial regression model were calculated. A significant decrease in percentage bone volume fraction (BV/TV; [%]) with age at death was observed in the studied sample; Tb.N (trabecular number) was also significantly decreased with age; trabecular separation (Tb.Sp) increased with advancing age; connectivity density (Conn.D) was negatively correlated with biological age and higher in the Neolithic population. These data are found to be compatible with data from the current biomedical literature, while no loss of horizontal trabeculae was recorded as would be expected based on modern osteoporosis.", - "output": "History", + "input": "Abstract: BACKGROUND, OBJECTIVE AND HYPOTHESES: During emerging adulthood, vocational indecision (i.e., the inability to make coherent career choices) develops in a heterogeneous fashion, with three distinct patterns: low; decreasing (i.e., developmental or adaptative); high and stable or increasing (i.e., chronic or maladaptive). Among the determinants of vocational indecision that have been identified in past research, academic motivation is a crucial an excellent choice, since it is at school that students' vocational choices are validated or not. According to SDT, this motivation can vary both in quantity and quality, and students tend to experience more positive academic outcomes when their motivational profile is optimal (high quantity, high quality) as opposed to suboptimal (e.g., low quantity, low quality). Thus, the purpose of this longitudinal study was to verify if the patterns found with emerging adulthood students characterized vocational indecision in adolescent students, and if supported, to predict the belonging to the most problematic trajectory by using students' academic motivational profiles. We expected several distinct trajectories of vocational indecision that would differ in shape and magnitude, and several motivational profiles that vary in quality as well as in quantity. We also expected students in high-quality or quantity motivational profiles to be less likely to follow a chronic indecision trajectory.METHOD AND RESULTS: Using data from 384 students (56% female; Mage=13.52years; SD=.52 at Secondary 2) surveyed annually from Secondary 2 to 5, person-centered analyses enabled estimation of motivational profile in Secondary 2 and vocational indecision trajectories during the 4-year period. Results revealed four distinct patterns of vocational indecision during adolescence labelled Low and Stable, Moderate and Stable, Developmental and Chronic Intermittent. Four motivational profiles were also identified in Secondary 2, ranging from poor (Highly Amotivated) to moderate (Autonomous-Introjected) quality of self-determination level. Also, in reference to the most self-determined profile, students in the Mixed profile were at greatest risk of following Chronically-Intermittently Undecided trajectory. Finally, the most self-determined students were at greatest probability of following the Developmentally Undecided trajectory.CONCLUSION: Overall, the findings suggest that the student motivational functioning in early secondary school years could be used to identify students at risk of experiencing the negative indecision patterns across secondary school. Several theoretical and practical implications are suggested.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Law enforcement has used video recording devices (e.g. dash camera, body-worn camera) for more than 40 years, with body-worn cameras emerging in 2005 as a policing tool. However, little is known regarding how video evidence is leveraged in case decision-making and outcomes for domestic violence. Law enforcement may use cameras to enhance evidence collection in domestic violence cases, take statements from victims, witnesses, and offenders, record injuries and damages, and document the administration of risk/injury assessments. Preliminary research has indicated video evidence may have strong evidentiary value in domestic violence cases, however, has rarely controlled for other contributing factors. This study furthers our knowledge by examining how video evidence taken by law enforcement impacts case outcomes and length of time to disposition in a sample of closed, misdemeanour domestic violence cases within a large county in a southwestern state. A random sample of cases (n = 612) with and without video evidence were examined for differences in case disposition and case length. Additional evidentiary factors and case characteristics are considered such as prior criminal charges, victim-offender relationship, presence of non-video evidence, presence of witnesses, and gender of offender. Analyses indicate significant differences, such that cases with video evidence are associated with increased guilty pleas, increased convictions, and less time to closure/final case disposition. Findings have implications for the use of video evidence in strengthening the criminal justice response to domestic violence incidents in combination with other case factors.", - "output": "Law", + "input": "Abstract: BACKGROUND: This study examines the association between traditional cardiovascular health (CVH) metrics and major adverse cardiovascular events (MACE) incidence in individuals with diverse sleep patterns.METHODS AND RESULTS: We analyzed data from 208621 participants initially free of cardiovascular disease (CVD) in the UK Biobank study. Sleep patterns were assessed using scores for chronotype, duration, insomnia, snoring, and daytime dozing. Traditional CVH scores were derived from the Life's Simple 7 metrics. Cox proportional hazards multivariate regression assessed associations between distinct combinations of CVH and sleep scores and MACE, including nonfatal myocardial infarction, nonfatal stroke, and CVD mortality. Over a mean follow-up of 12.73years, 9253 participants experienced incident MACE. Individuals with both a healthy sleep pattern and ideal CVH levels had the lowest MACE risk compared with those with a poor sleep pattern and poor CVH levels (hazard ratio, 0.306 [95% CI, 0.257-0.365]; P<0.001). Elevated CVH scores were associated with a reduced risk of MACE across different sleep patterns. Similar trends were observed for individual MACE components, heart failure, and all-cause mortality. These findings remained robust in sensitivity analyses and across various subgroups.CONCLUSIONS: In individuals without known CVD, maintaining a favorable sleep pattern and achieving optimal CVH levels, as measured by traditional metrics, were associated with the lowest MACE risk. Enhanced CVH significantly reduced CVD risk, even in individuals with a poor sleep pattern. These results emphasize the importance of considering multiple dimensions of sleep health alongside CVH to mitigate CVD risk.REGISTRATION: URL: https://www.ukbiobank.ac.uk; Unique identifier: 91090.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PremiseWe studied the 3D morphology of a small, well-preserved cone from the Pennsylvanian Mazon Creek Lagerst & auml;tte to characterize its structure and determine its systematic affinity. Previously tentatively assigned to the enigmatic Tetraphyllostrobus, we show that it differs in key respects from that genus as described.MethodsWe systematically compared the new fossil with relevant Paleozoic cone genera and employed advanced imaging techniques, including scanning electron microscopy, Airyscan confocal super-resolution microscopy, optical microscopy, and X-ray microcomputed tomography to visualize and reconstruct the fossil cone in 3D.ResultsThe analyses demonstrate unequivocally that the sporophylls of the new Mazon Creek cone are arranged in whorls of six and have characters typical of Sphenophyllales, including epidermal cells with undulatory margins and in situ spores assignable to Columinisporites. The combination of characters, including sporophyll arrangement, anatomy, and spore type, supports the establishment of Hexaphyllostrobus kostorhysii gen. et sp. nov. within Sphenophyllales. Furthermore, we show that Tetraphyllostrobus, although originally described as possessing smooth monolete spores, actually possesses Columinisporites-type spores, indicating that it, too, was most likely a sphenophyll.ConclusionsThe recognition of Hexaphyllostrobus contributes to our knowledge of Pennsylvanian sphenophyll diversity, and in particular increases the number of species with in situ Columinisporites-type spores. Attribution of Hexaphyllostrobus to Sphenophyllales calls into question current interpretations of Tetraphyllostrobus suggesting that future research on better-preserved macrofossil material may demonstrate a sphenophyllalean relationship.", - "output": "Archaeology", + "input": "Abstract: According to the extended cognition thesis, an agent's cognitive system can sometimes include extracerebral components amongst its physical constituents. Here, we show that such a view of cognition has an unjustifiably anthropocentric focus, for it tends to depict cognitive extensions as a human-only affair. In contrast, we will argue that if human cognition extends, then the cognition of many non-human animals extends too, for many non-human animals rely on the same cognition-extending strategies humans rely on. To substantiate this claim, we will proceed as follows. First (Sect. 1), we will introduce the extended cognition thesis, exposing its anthropocentric bias. Then, we will show that humans and many non-human animals rely on the same cognition-extending strategies. To do so, we will discuss a variety of case studies, including intrabodily cognitive extensions such as the spinal cord (Sect. 2), the widespread reliance on epistemic actions to solve cognitive tasks (Sect. 3) and cases of animal cognitive offloading (Sect. 4). We'll then allay some worries our claim might raise (Sect. 5) to then conclude the paper (Sect. 6).", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PurposeElucidating on the concrete outline of conservation of resource theory, this study aims to explore the links between work-family conflict and workplace thriving. In particular, this study has integrated depersonalization as a mediator and tested the moderated mediation effects of intrinsic motivation in work-family conflict and depersonalization relationships.Design/methodology/approachData were collected using a sample of 357 doctors working across various public hospitals in India over two waves (T1 and T2) and was tested using AMOS and Process Macros.FindingsExploration reveals that work-family conflict is negatively associated with workplace thriving. The mediating role of depersonalization in between work-family conflict and workplace thriving was established. Moreover, the moderating role of intrinsic motivation in work-family conflict and workplace thriving via depersonalization was also established.Originality/valueThe present study makes a theoretical addition to the literature by investigating nuances through which work-family conflict relationships and thriving at the workplace can be affected. To date, such a relationship has not been established. The study also extends the role of depersonalization as an underlying mechanism between work-family conflict and workplace thriving, making an imperative contribution. This study also tested the moderating role of intrinsic motivation. Overall, these relationships are novel and have been seldom reported.", - "output": "Law", + "input": "Abstract: After the Notre-Dame de Paris (NDP) Cathedral fire, a structural analysis was undertaken to provide decision support for architects in charge of diagnosis and repair operations. Due to the potential impact of the results on the renovation project, calculations on the vaults and walls of the monument were compared to increase their reliability. This article presents the 3 modelling strategies implemented: 2 discrete blockto-block 3D approaches (DEM and FEM) and 1 continuum 3D approach (FEM). The assumptions common to the 3 approaches are presented. They mainly concern the geometrical model, the thermal actions and a diagnosis methodology called the working point method, previously used by the authors on other Gothic vaults. Comparisons of the results with each other and with on-site deflection measurements should lead to validation of the calculation strategies. The analysis will highlight the strengths and weaknesses of the computational approaches and propose research perspectives. Future developments concern the determination of models of homogenized thermomechanical behaviour of masonry and the development of a new hybrid calculation tool taking advantage of the continuum and discontinuum approaches detailed in this article. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The route and speed of migration into Sahul by Homo sapiens remain a major research question in archaeology. Here, we introduce an approach which models the impact of the physical environment on human mobility by combining time-evolving landscapes with Levy walk foraging patterns, this latter accounting for a combination of short-distance steps and occasional longer moves that hunter-gatherers likely utilised for efficient exploration of new environments. Our results suggest a wave of dispersal radiating across Sahul following riverine corridors and coastlines. Estimated migration speeds, based on archaeological sites and predicted travelled distances, fall within previously reported range from Sahul and other regions. From our mechanistic movement simulations, we then analyse the likelihood of archaeological sites and highlight areas in Australia that hold archaeological potential. Our approach complements existing methods and provides interesting perspectives on the Pleistocene archaeology of Sahul that could be applied to other regions around the world.", - "output": "Archaeology", + "input": "Abstract: Since the adoption of the nuclear Non-Proliferation Treaty (NPT), the order founded on the treaty has evolved into an increasingly fragmented regime complex. Fragmentation has resulted from forum-shifting initiated both at the top and at the bottom of the nuclear hierarchy: both the United States, with varying partners, and coalitions of small-and medium-sized non-nuclear states have repeatedly moved rule-making on nuclear issues to fora outside the NPT, adding partly conflicting institutions to the complex. To understand this dynamic, I propose a sociological perspective that highlights states' positional struggles in a multidimensionally stratified international society. Drawing on Bourdieusian global fields theory, I argue that both dominant and weak states use forum-shifting to manipulate exchange rates between different (material, institutional and social) forms of capital they possess. Thus, they seek to protect their positions in global hierarchies within and beyond the nuclear field when they perceive these hierarchies as being challenged by material or institutional power shifts.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper highlights the need for intelligent analysis of students' behavioral states in physical education tasks. The hand-ring inertial data is used to identify students' motion sequence states. First, statistical feature extraction is performed based on the acceleration and angular velocity data collected from the bracelet. After completing the filtering and noise reduction of the data, we perform feature extraction by Back Propagation Neural Network (BPNN) and use the sliding window method for analysis. Finally, the classification capability of the model sequence is enhanced by the Hidden Markov Model (HMM). The experimental results indicate that the classification accuracy of student action sequences in physical education exceeds 96% after optimization by the HMM method. This provides intelligent means and new ideas for future student state recognition in physical education and teaching reform.", - "output": "Education", + "input": "Abstract: The pressure knapping technique develops circa 25,000 cal BP in Northeast Asia and excels at producing highly standardized microblades. Microblade pressure knapping spreads throughout most of Northeast Asia up to the Russian Arctic, and Alaska, in areas where the human presence was unknown. Swan Point CZ4b is the earliest uncontested evidence of human occupation of Alaska, at around 14,000 cal BP. It yields a pressure microblade component produced with the Yubetsu method, which is widespread in Northeast Asia during the Late Glacial period. Through the techno-functional analysis of 634 lithic pieces from this site, this study seeks to identify the techno-economical purposes for which the Yubetsu method was implemented. Data show that the microblade production system is related to an economy based on the planning of future needs, which is visible through blanks standardization, their overproduction, their functional versatility, and the segmentation of part of the chaine operatoire. This expresses the efficiency and economic value of the microblade production system. The flexible use of pressure microblades identified at Swan Point CZ4b is also found in Japan, Korea, Kamchatka, and the North Baikal region, suggesting that their modes of use accompany the spread of early microblade pressure knapping over an immense territory across Beringia.Les debitages par pression emergent ca. 25,000 cal BP au Nord-Est de l'Asie et permettent la confection de lamelles particulierement standardisees, notamment au moyen de la methode Yubetsu (i.e., debitage lamellaire a partir de preformes bifaciales). Ce bagage technique novateur accompagne le developpement de l'occupation humaine en zone arctique et subarctique pendant le Dernier Maximum Glaciaire et le Tardiglaciaire et se retrouve dans la plupart de l'Asie du Nord-Est jusqu'a l'Arctique russe, et en Alaska. Swan Point CZ4b livre les plus anciennes industries connues en Alaska (ca. 14,000 cal BP) et c'est egalement le seul site d'Amerique du Nord ou le debitage lamellaire est exclusivement realise selon la methode Yubetsu. A partir de l'analyse techno-fonctionnelle d'un corpus de 634 pieces lithiques de ce site, l'objectif est d'identifier les finalites techniques pour lesquelles etait mise en oe uvre la methode Yubetsu, en questionnant le fonctionnement et l'economie de l'outillage. Les donnees acquises revelent que le debitage lamellaire par pression etait lie a une forte anticipation des besoins (i.e., standardisation des lamelles permettant de repondre aux contraintes de l'emmanchement ; surproduction en prevision des besoins futurs en outils non uses ; possible transport de preformes bifaciales permettant de differer leur utilisation ; production de preformes bifaciales utilisees comme outil et comme nucleus) et ne repond pas a une specialisation fonctionnelle : les lamelles ont servi en armature de couteau pour la decoupe voire le raclage, et en armature de projectile. Cette flexibilite fonctionnelle des lamelles par pression est egalement presente au Japon, en Coree, au Kamtchatka et en Siberie orientale, ce qui suggere que leurs modalites de mise en oe uvre ont accompagne la diffusion des premieres technologies lamellaires par pression sur un territoire immense, de part et d'autre du detroit de Bering.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The number of cancer survivors who develop subsequent primary cancers (SPCs) is expected to increase.OBJECTIVE: We evaluated the overall and cancer type-specific risks of SPCs among adult-onset cancer survivors by first primary cancer (FPC) types considering sex and age.METHODS: We conducted a retrospective cohort study using the Health Insurance Review and Assessment database of South Korea including 5-year cancer survivors diagnosed with an FPC in 2009 to 2010 and followed them until December 31, 2019. We measured the SPC incidence per 10,000 person-years and the standardized incidence ratio (SIR) compared with the incidence expected in the general population.RESULTS: Among 266,241 survivors (mean age at FPC: 55.7 years; 149,352/266,241, 56.1% women), 7348 SPCs occurred during 1,003,008 person-years of follow-up (median 4.3 years), representing a 26% lower risk of developing SPCs (SIR 0.74, 95% CI 0.72-0.76). Overall, men with 14 of the 20 FPC types had a significantly lower risk of developing any SPCs; women with 7 of the 21 FPC types had a significantly lower risk of developing any SPCs. The risk of developing any SPC type differed by age; the risk was 28% higher in young (<40 years) cancer survivors (SIR 1.28, 95% CI 1.16-1.42; incidence: 30 per 10,000 person-years) and 27% lower in middle-aged and older (\u226540 years) cancer survivors (SIR 0.73, 95% CI 0.71-0.74; incidence: 80 per 10,000 person-years) compared with the age-corresponding general population. The most common types of FPCs were mainly observed as SPCs in cancer survivors, with lung (21.6%) and prostate (15.2%) cancers in men and breast (18.9%) and lung (12.2%) cancers in women. The risks of brain cancer in colorectal cancer survivors, lung cancer in laryngeal cancer survivors, and both kidney cancer and leukemia in thyroid cancer survivors were significantly higher for both sexes. Other high-risk SPCs varied by FPC type and sex. Strong positive associations among smoking-related cancers, such as laryngeal, head and neck, lung, and esophageal cancers, were observed. Substantial variation existed in the associations between specific types of FPC and specific types of SPC risk, which may be linked to hereditary cancer syndrome: for women, the risks of ovarian cancer for breast cancer survivors and uterus cancers for colorectal cancer survivors, and for men, the risk of pancreas cancer for kidney cancer survivors.CONCLUSIONS: The varying risk for SPCs by age, sex, and FPC types in cancer survivors implies the necessity for tailored prevention and screening programs targeting cancer survivors. Lifestyle modifications, such as smoking cessation, are essential to reduce the risk of SPCs in cancer survivors. In addition, genetic testing, along with proactive cancer screening and prevention strategies, should be implemented for young cancer survivors because of their elevated risk of developing SPCs.", + "input": "Abstract: BACKGROUND: Multidisciplinary heart team (HT) evaluation is recommended for patients with severe primary mitral regurgitation to optimize treatment decisions. However, its impact on patient outcomes remains unknown. We evaluated the impact of implementing mitral HT on patient survival.METHODS AND RESULTS: We conducted a retrospective cohort study of patients with new diagnoses of severe primary mitral regurgitation in a large healthcare network echocardiogram database between 2016 and 2020. We compared the incidence of multidisciplinary evaluation by structural cardiology and cardiac surgery services and 2-year survival before and after mitral HT implementation. The 1:1 propensity-score matching between pre- and post-mitral HT used Society of Thoracic Surgeons Predicted Risk of Mortality for mitral repair, age, sex, race, heart failure symptoms, inpatient setting, history of MI, and dementia as covariates. Logistic regression identified variables associated with the likelihood of undergoing multidisciplinary evaluation. Among 70510 echocardiograms performed, 391 patients had severe primary mitral regurgitation (median age, 77years; 46% women). Multidisciplinary evaluation increased from 29% to 89% (P<0.001), and intervention increased from 24% to 75% following mitral HT implementation (P<0.001). Among 180 propensity-score matched patients, mortality was lower post-mitral HT at 2years (19% versus 32%, P=0.04). The multivariable model showed that mitral HT implementation and heart failure symptoms were associated with higher odds of undergoing multidisciplinary evaluation (OR [odds ratio], 18.7 and 2.72, respectively), whereas female sex and older age were associated with lower odds (OR, 0.39 and 0.93, respectively).CONCLUSIONS: Implementation of mitral HT was associated with drastic improvement in multidisciplinary evaluation for patients with severe primary mitral regurgitation. This coincided with higher proportions of patients undergoing mechanical correction of MR and improved overall patient survival.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Interview with Fangyuan Hua, who studies forest biodiversity and conservation at Peking University.", - "output": "History", + "input": "Abstract: Based on a field survey, data on 724 loess seismic landslides induced by the 1718 Tongwei earthquake were acquired. The relationships between the landslide distribution, seismic intensity, epicentral distance, and original slope angle were analyzed to better understand the geometrical, directional, and kinematic characteristics of loess seismic landslides. The results indicate that (1) the seismic intensity and epicentral distance, which are essential factors controlling the spatial distribution of loess landslides induced by the 1718 Tongwei earthquake, are significantly correlated with the landslide scale. (2) The original slope angle of seismic landslides is generally moderate, and the dominant angle ranges from 10 to 25 degrees. (3) The main sliding directions of the landslides are concentrated in the ranges of 30 to 40 degrees, 180 to 190 degrees, and 250 to 260 degrees. The correlation between the main sliding direction of the landslides, the original slope aspect, and the relative epicenter azimuth demonstrates that the propagation direction of seismic waves and the original slope aspect influence the main sliding direction of landslides. (4) The equivalent friction coefficient (mu) of these landslides is between 0.07 and 0.67, with an average value of 0.25. The empirical relationships of kinematic characteristics suggest that these landslides are characterized by significant scaling effects, low slope angles, and long sliding distances. The findings of our study are worthy for use in engineering applications and will pave the way for additional studies into the mechanism and risk assessment of loess seismic landslides.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Extracorporeal cardiopulmonary resuscitation improves outcomes after out-of-hospital cardiac arrest. However, bleeding and thrombosis are common complications. We aimed to describe the incidence and predictors of bleeding and thrombosis and their association with in-hospital mortality.METHODS AND RESULTS: Consecutive patients presenting with refractory ventricular tachycardia/ventricular fibrillation out-of-hospital cardiac arrest between December 2015 and March 2022 who met the criteria for extracorporeal cardiopulmonary resuscitation initiation at our center were included. Major bleeding was defined by the Extracorporeal Life Support Organization's criteria. Adjusted analyses were done to seek out risk factors for bleeding and thrombosis and evaluate their association with mortality. Major bleeding occurred in 135 of 200 patients (67.5%), with traumatic bleeding from cardiopulmonary resuscitation in 73 (36.5%). Baseline demographics and arrest characteristics were similar between groups. In multivariable analysis, decreasing levels of fibrinogen were independently associated with bleeding (adjusted hazard ratio [aHR], 0.98 per every 10mg/dL rise [95% CI, 0.96-0.99]). Patients who died had a higher rate of bleeds per day (0.21 versus 0.03, P<0.001) though bleeding was not significantly associated with in-hospital death (aHR, 0.81 [95% CI. 0.55-1.19]). A thrombotic event occurred in 23.5% (47/200) of patients. Venous thromboembolism occurred in 11% (22/200) and arterial thrombi in 15.5% (31/200). Clinical characteristics were comparable between groups. In adjusted analyses, no risk factors for thrombosis were identified. Thrombosis was not associated with in-hospital death (aHR, 0.65 [95% CI, 0.42-1.03]).CONCLUSIONS: Bleeding is a frequent complication of extracorporeal cardiopulmonary resuscitation that is associated with decreased fibrinogen levels on admission whereas thrombosis is less common. Neither bleeding nor thrombosis was significantly associated with in-hospital mortality.", - "output": "Demography", + "input": "Abstract: Preservation of cultural heritage in the face of human and natural disasters, as well as improper maintenance practices, is a crucial endeavor that must be undertaken throughout the lifespan of heritage buildings. In order to maximize the value derived from these assets and strike a harmonious balance between accurate documentation and performance optimization, asset management strategies have been employed. In recent years, the advent of innovative methodologies such as Building Information Modeling (BIM) and laser scanning has opened new possibilities for their application in various contexts. However, successful implementation of these methodologies faces a range of challenges, including limited knowledge, inexperienced teams, and reluctance to embrace change on the part of administrators. To address these obstacles and enhance asset management practices, the integration of BIM, Chatbot, and Blockchain methodology has emerged as a viable solution. This methodology not only facilitates the improvement of data security and user data capture but also streamlines the process of updating BIM models. In this research, we propose a data-driven Chatbot framework based on Blockchain, specifically designed to manage maintenance activities through the utilization of BIM. The proposed framework serves as a valuable tool for government authorities and asset managers seeking to adopt BIM for the preservation of heritage buildings. Comprising three key components - the BIM model, the Blockchain model, and the Chatbot model - the framework offers com prehensive support. The BIM model encompasses all relevant information pertaining to the management of the heritage building, while the Chatbot model replicates human interaction through text-based communication. Users can access up-to-date BIM data by posing predefined questions to the Chatbot. On the other hand, the Blockchain model serves as a secure and immutable record-keeping system, validating and verifying user updates, thereby fostering trust among stakeholders. This proposed model empowers asset stakeholders to request and update asset information via a trusted and reliable channel. To showcase the capabilities of the framework, we present a real-world case study centered on the Omar Toson Palace in Cairo, Egypt. Through this case study, we demonstrate the effectiveness and potential of our proposed framework in meeting the challenges associated with heritage building preservation . (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Poiene & scedil;ti-Luca & scedil;euca-culture (late 3(rd) to second half of the 1(st) century BC), which is distributed in the forest steppe between the east Carpathian Mountains and the river Dniestr, is seen as the result of an immigration of groups from the Jastorf area in North-East Germany. This concept is based on cemeteries: both the form of the grave4s and their material culture (ceramics, jewellery, costume) are foreign in the area, but show clear connections to the North and the North-West. Up to now large settlement excavations are missing that would allow for an evaluation of that concept based on settlement and economic structures as well as on the material culture of everyday life. The project that is presented here with first results, aims to that desideratum. With surveys and test excavations as a starting point on different sites in Central part of Republic of Moldova, the authors are excavating the Poienesti-Lucaseuca settlement of Ivancea-Sub Padure on a large scale. The project is funded by Deutsche Forschungsgemeinschaft. The paper presents first results like different post buildings and pit dwellings, the spectrum of small finds and a selection of the numerous ceramics including greek imports, and discusses the connectivity that becomes visible. The post buildings have no regional parallels and seem to have the best parallels in the Northwest. In opposite to that the small finds show a broad entanglement especially to the south and West and thus contradict the evidence from the grave. Also, in opposite to the graves the settlement ceramics show clear regional traditions, bus also relations to the North and the Northeast.", - "output": "Archaeology", + "input": "Abstract: Slow-moving reactivated landslides can accelerate suddenly and fail catastrophically, posing a great threat to life and economy. Emerging synthetic aperture radar (SAR) technique for long-term monitoring of such landslides has been devoted to documenting precursory movements before the failure; however, understanding the complex spatiotemporal evolution of a slow-moving reactivated landslide in different parts remains a challenge. Here we present an exemplification of potential reactivation and spatiotemporal evolution based on a recent reactivated landslide in southwestern China. We conducted multi-temporal Interferometric SAR (MT-InSAR) using Sentinel-1 constellation data, spanning 4 years (2014 similar to 2018) period, and then retrieved the spatiotemporal deformation pattern for ascending orbit. Results indicated that prior to the large-scale failure on 19 July 2018, the landslide exhibited prolonged slow movement, with an annual line of sight (LOS) velocity reaching -67.2 mm/year. The intense and persistent precipitation in 2018 resulted in higher average LOS velocities compared to those observed during 2014-2017. We have also identified three potential deformation zones, and a detailed analysis of slope deformation in different sections unveiled that the leading edge exhibited the largest displacement, followed by the rear section. These findings strongly suggest that this landslide is most likely a compound event involving retrogressive and progressive failure modes. The 4-year vegetation indices unravel that the decline in values can be attributed to alterations in vegetation structure prior to the extensive failure, as no similar behaviors were observed in historical data. This study highlights the significance of SAR data for monitoring landslide reactivation and contributes to a more comprehensive understanding of the spatiotemporal evolution of slow-moving landslides.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Jamestown Canyon virus (JCV) is a mosquitoborne orthobunyavirus in the California serogroup that circulates throughout Canada and the United States. Most JCV exposures result in asymptomatic infection or a mild febrile illness, but JCV can also cause neurologic diseases, such as meningitis and encephalitis. We describe a case series of confirmed JCV-mediated neuroinvasive disease among persons from the provinces of British Columbia, Alberta, Quebec, and Nova Scotia, Canada, during 2011-2016. We highlight the case definitions, epidemiology, unique features and clinical manifestations, disease seasonality, and outcomes for those cases. Two of the patients (from Quebec and Nova Scotia) might have acquired JCV infections during travel to the northeastern region of the United States. This case series collectively demonstrates JCV's wide distribution and indicates the need for increased awareness of JCV as the underlying cause of meningitis/meningoencephalitis during mosquito season.", - "output": "History", + "input": "Abstract: BACKGROUND: Cognitive dysfunction is one of the leading causes of disability and dependence in older adults and is a major economic burden on the public health system. The aim of this study was to investigate the risk factors for cognitive dysfunction and their predictive value in older adults in Northwest China.METHODS: A cross-sectional study was conducted using a multistage sampling method. The questionnaires were distributed through the Elderly Disability Monitoring Platform to older adults aged 60 years and above in Northwest China, who were divided into cognitive dysfunction and normal cognitive function groups. In addition to univariate analyses, logistic regression and decision tree modelling were used to construct a model to identify factors that can predict the occurrence of cognitive dysfunction in older adults.RESULTS: A total of 12,494 valid questionnaires were collected, including 2617 from participants in the cognitive dysfunction group and 9877 from participants in the normal cognitive function group. Univariate analysis revealed that ethnicity, BMI, age, educational attainment, marital status, type of residence, residency status, current work status, main economic source, type of chronic disease, long-term use of medication, alcohol consumption, participation in social activities, exercise status, social support, total scores on the Balanced Test Assessment, total scores on the Gait Speed Assessment total score, and activities of daily living (ADL) were significantly different between the two groups (all P<0.05). According to logistic regression analyses, ethnicity, BMI, educational attainment, marital status, residency, main source of income, chronic diseases, annual medical examination, alcohol consumption, exercise status, total scores on the Balanced Test Assessment, and activities of daily living (ADLs) were found to influence cognitive dysfunction in older adults (all P<0.05). In the decision tree model, the ability to perform activities of daily living was the root node, followed by total scores on the Balanced Test Assessment, marital status, educational attainment, age, annual medical examination, and ethnicity.CONCLUSIONS: Traditional risk factors (including BMI, literacy, and alcohol consumption) and potentially modifiable risk factors (including balance function, ability to care for oneself in daily life, and widowhood) have a significant impact on the increased risk of cognitive dysfunction in older adults in Northwest China. The use of decision tree models can help health care workers better assess cognitive function in older adults and develop personalized interventions. Further research could help to gain insight into the mechanisms of cognitive dysfunction and provide new avenues for prevention and intervention.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Although cardiovascular mortality continued declining from 2000 to 2019, the rate of this decrease decelerated. We aimed to assess the trends and disparities in risk factor control and treatment among US adults with atherosclerotic cardiovascular disease to find potential causes of the deceleration.METHODS AND RESULTS: A total of 55,021 participants, aged \u226520years, from the 1999 to 2018 National Health and Nutrition Examination Survey were included, of which 5717 were with atherosclerotic cardiovascular disease. Risk factor control was defined as hemoglobin A1c <7%, blood pressure <140/90mmHg, and non-high-density lipoprotein cholesterol <100mg/dL. The prevalence of atherosclerotic cardiovascular disease oscillated between 7.3% and 8.9% from 1999 to 2018. A significant increasing trend was observed in the prevalence of diabetes, obesity, heavy alcohol consumption, and self-reported hypertension within the population with atherosclerotic cardiovascular disease (Ptrend\u22640.001). Non-high-density lipoprotein cholesterol <100mg/dL increased from 7.1% in 1999 to 2002 to 15.7% in 2003 to 2006, before plateauing. Blood pressure control (<140/90mmHg) increased until 2011 to 2014, but declined to 70.1% in 2015 to 2018 (Ptrend<0.001, Pjoinpoint=0.14). Similarly, the proportion of participants achieving hemoglobin A1c control began to decrease after 2006 (Pjoinpoint=0.05, Ptrend=0.001). The percentage of participants achieving all 3 targets increased significantly from 4.5% to 18.6% across 1999 to 2018 (Ptrend=0.02), but the increasing trend decelerated after 2005 to 2006 (Pjoinpoint<0.001). Striking disparities in risk factor control and medication use persisted between sexes, and between different racial and ethnic populations.CONCLUSIONS: Worsened control of glycemia, blood pressure, obesity, and alcohol consumption, leveled lipid control, and persistent socioeconomic disparities may be contributing factors to the observed deceleration in decreasing cardiovascular mortality trends.", - "output": "Demography", + "input": "Abstract: PurposeThe purpose of this study is to determine the competency characteristics required for the employment of master's degree students in educational technology.Design/methodology/approachA combined qualitative and quantitative method was used to consult multiple experts through a modified Delphi method. Competency characteristics were extracted from Chinese recruitment apps, national recruitment websites and university training programs. Ten senior teacher experts who teach educational technology master's students were consulted through a questionnaire consultation to validate the proposed competency model. The weights of competency characteristics were determined through a combination of the analytic hierarchy process and entropy method.FindingsThe results show that when recruiting educational technology master's students, more emphasis is placed on operational skills. The majority of companies tend to assess practical abilities rather than theoretical knowledge. Relevant knowledge of educational technology, psychology, computer science and education is considered to be the basic knowledge components of educational technology master's students, while professional skills are the core skills required for their positions. Therefore, universities need to focus on training, educational technology graduate students in these areas of competence. The study also found that professional qualities (such as physical and mental fitness) and personality traits (interpersonal communication and interaction) receive more attention from companies and are essential competencies for educational technology master's students.Originality/valueA competence model for educational technology master's students is proposed, which includes aspects such as knowledge, personal skills/abilities, professional qualities and personality traits. The competence elements included in this model can serve as reference indicators for universities to cultivate the competence of educational technology master's students, as well as reference points for recruiting units to help them select talents. This represents a new dimension in research related to the employment of educational technology master's students. The study enriches the research objects and competence dictionary in the field of competence research.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cardiac magnetic resonance imaging (MRI) usually requires a long acquisition time. The movement of the patients during MRI acquisition will produce image artifacts. Previous studies have shown that clear MR image texture edges are of great significance for pathological diagnosis. In this paper, a motion artifact reduction method for cardiac MRI based on edge enhancement network is proposed. Firstly, the four-plane normal vector adaptive fractional differential mask is applied to extract the edge features of blurred images. The four-plane normal vector method can reduce the noise information in the edge feature maps. The adaptive fractional order is selected according to the normal mean gradient and the local Gaussian curvature entropy of the images. Secondly, the extracted edge feature maps and blurred images are input into the de-artifact network. In this network, the edge fusion feature extraction network and the edge fusion transformer network are specially designed. The former combines the edge feature maps with the fuzzy feature maps to extract the edge feature information. The latter combines the edge attention network and the fuzzy attention network, which can focus on the blurred image edges. Finally, extensive experiments show that the proposed method can obtain higher peak signal-to-noise ratio and structural similarity index measure compared to state-of-art methods. The de-artifact images have clear texture edges.", + "input": "Abstract: Ground Penetrating Radar (GPR) has been widely used in pipeline detection and underground diagnosis. In practical applications, the characteristics of the GPR data of the detected area and the likely underground anomalous structures could be rarely acknowledged before fully analyzing the obtained GPR data, causing challenges to identify the underground structures or anomalies automatically. In this article, a GPR B-scan image diagnosis method based on learning in the model space is proposed. The idea of learning in the model space is to use models fitted on parts of data as more stable and parsimonious representations of the data. For the GPR image, 2-Direction Echo State Network (2D-ESN) is proposed to fit the image segments through the next item prediction. By building the connections between the points on the image in both the horizontal and vertical directions, the 2D-ESN regards the GPR image segment as a whole and could effectively capture the dynamic characteristics of the GPR image. And then, semi-supervised and supervised learning methods could be further implemented on the 2D-ESN models for underground diagnosis. Experiments on real-world datasets are conducted, and the results demonstrate the effectiveness of the proposed model.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The growing popularity of GIS technology in Ethiopia has encouraged multiple scholars to investigate landslide hazards using quantitative approaches, despite its limitations. The present review examined the approach used in the evaluation of landslide hazards by five prior studies that shared catchments. The review results reveal that the controlling factors assumed by the five researchers were inconsistent and resulted in highly divergent frequency ratio (FR) values, even for the same factors. This implies that the contribution of a single instability factor can be inferred sufficiently for landslide hazard assessment and mapping; otherwise, the results are highly subjective and disputable. Since the soil type in the region was alluvial-colluvial in the five studies, and a majority of the failures occurred shortly after rainfall, rainfall data and basic soil properties (classification and shear strength) should not be overlooked. In addition to the nonstandard use of morphometric parameters, the inherent limits of GIS methodologies, the omission of hydrogeotechnical properties, and the observed subjective outcomes make the GIS-based approach imprecise, error-prone, and doubtful. The total effect will result in ineffective early warning systems and unworthy mitigation measures, resulting in significant life costs and damage. As a result, it is recommended that GIS technology should be coupled with software (TRIGRS, Scoops3D, SINMAP, OpenLISEM, GLM, and SLIP) that considers hydrogeotechnical properties to provide more reliable conclusions. In addition to using instability factors consistently, regional statistical correlations of all morphometric parameters can be developed, allowing for less complex and realistic empirical models to be used.", + "input": "Abstract: As our understanding of the world's ocean and their history deepens, research on Marine Cultural Heritage (MCH) is increasingly vital for the preservation and maintenance of our shared cultural legacy. This paper conducts a bibliometric analysis of global MCH literature from January 1, 2000, to November 2, 2023, using Web of Science and VOSviewer. The results reveal three particularly interesting trends. Firstly, a significant increase in the volume of publications related to MCH research since 2018. Researchers in this field primarily hail from the Global North, particularly European countries, with their affiliated institutions displaying an international and diverse research profile in the MCH domain. Secondly, MCH research spans various disciplinary fields, including oceanography, environmental studies, ecology, and anthropology, forming the foundation for comprehensive MCH research. It encompasses a spectrum from traditional ecological knowledge to the impacts of climate change, extending to the influence of international law and policies. Thirdly, research hotspots in the MCH field include cultural heritage and climate change, coastal resilience and management, underwater cultural heritage, heritage conservation, and sustainable tourism, as well as Geoheritage and Geotourism. Building upon the bibliometric analysis, we provide suggestions for future research endeavors, emphasizing potential areas for further exploration and investigation.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Little is known about SARS-CoV-2 infection risk in African countries with high levels of infection-driven immunity and low vaccine coverage. We conducted a prospective cohort study of 349 participants from 52 households in The Gambia between March 2021 and June 2022, with routine weekly SARS-CoV-2 RT-PCR and 6-monthly SARS-CoV-2 serology. Attack rates of 45% and 57% were seen during Delta and Omicron BA.1 waves respectively. Eighty-four percent of RT-PCR-positive infections were asymptomatic. Children under 5-years had a lower incidence of infection than 18-49-year-olds. One prior SARS-CoV-2 infection reduced infection risk during the Delta wave only, with immunity from \u22652 prior infections required to reduce the risk of infection with early Omicron lineage viruses. In an African population with high levels of infection-driven immunity and low vaccine coverage, we find high attack rates during SARS-CoV-2 waves, with a high proportion of asymptomatic infections and young children remaining relatively protected from infection.", - "output": "Demography", + "input": "Abstract: Recently, researchers have become increasingly interested in urban resilience, which can be used to comprehensively evaluate the quality of urban development. Although some studies have addressed the effects of China's national urban agglomeration (NUA) policy on the economic and environmental resilience of Chinese cities, scholars have not yet adequately addressed the impact of NUA on comprehensive urban resilience. Accordingly, this study introduced a theoretical framework to explore the effects of NUA on comprehensive urban resilience in China. Specifically, this study conducted a quasi-natural experiment with NUA and adopted a difference-in-differences (DID) method to evaluate its effect on China's comprehensive urban resilience. As no widely acknowledged urban resilience evaluation method yet exists, we employed an entropy-weighted technique for order preference by similarity to an ideal solution (TOPSIS) to assign comprehensive urban resilience values to Chinese cities at the prefecture level or above based on the multiple economic resilience index, the social resilience index, the environmental resilience index, and the technological resilience index. The results indicate that NUA not only directly improves comprehensive urban resilience but also enhances it through the mediating effects of trade openness and industrial structure upgrading. In addition, the study revealed that city heterogeneity can impact NUA's effect on comprehensive urban resilience. These results not only expand current theoretical understanding of the effects of urban agglomeration on urban resilience but also offer insights useful for improving comprehensive urban resilience to facilitate the high-quality and sustainable development of cities.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Introduction: The aim of this study was to analyze perceptions of strength training in vocational circus and dance students. It was hypothesized that due to the higher relative strength demands and associated risks of working at height in some aerial and acrobatic disciplines that circus students would be more open to strength training than dancers. Methods: Eighty students completed the Training Information Survey (TIS) (Mean age=20.74\u00b12.71); 39 circus students and 41 dance students. 97% of circus students and 69% of dance participants reported that strength training was a required part of their training with students participating in strength training 4.24\u00b10.98 and 3.05\u00b11.42day per week respectively. Results: Perceptions of strength training amongst vocational circus and dance students appear to be favorable, with both sets of students strongly agreeing with the statements Strength training is essential to my overall development as a dancer/circus artist (5.00 (IQR 1.00) and 5.00 (IQR 1.00) respectively). Following Bonferonni correction only one statement returned statistically significant results with dance students agreeing more strongly with the statement Strength training increases muscle size, U=473.00, P=.001. Students also agreed that strength training helped them to feel better mentally and physically, that strength training is beneficial for both men and women and that it should not be designated as specific to either sex. Conclusion: Results support earlier studies that suggest a cultural shift in perceptions of strength training and ideal esthetic in dance, particularly amongst students and that they are keen to incorporate strength training into their practice. Educational establishments should note students' interest in participating in strength training, reviewing how to embed effective strength training education, more coaching and time allowance for these activities within their timetable. Further research with a greater sample size is recommended to further substantiate these indications of a shift in perceptions.", - "output": "Art", + "input": "Abstract: Prior research has delved into the diverse effects that social media news consumption has over broader social media interaction patterns. From social ties curation, to ties filtering, blocking, and other behaviors, social media news consumption has been empirically deemed to influence the way citizens socialize in these virtual spaces. Drawing on a diverse and nationally representative two wave-panel data from Spain, this study builds on this strand of the literature by investigating the role of social media news, social media culture of impunity and social media envy or feelings of jealousy, and resentment toward others, over trolling and insulting people in social media. Results show that social media news has a direct association with malicious trolling but does not fuel abusive verbal interactions. The latter is mainly explained by individuals who embrace a culture of impunity - the expectation that in social media one may commit a crime or violation and not be held accountable-, and social media envy. Furthermore, there is a positive divergent interaction between social media envy and culture of impunity on insulting other citizens. That is, people who report higher levels of social media envy and culture of impunity tend to engage in insulting others the most in social media.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: If elected, Claudia Sheinbaum Pardo would bring an extensive background in science and engineering to Mexico's presidency. But many researchers are anxious about how she would govern.", - "output": "Law", + "input": "Abstract: The perennial question of the nature of natural-language understanding has received renewed attention in recent years. Two kinds of natural-language understanding, in particular, have captivated the interest of philosophers: linguistic understanding and utterance understanding. While the literature is rife with discussions of linguistic understanding and utterance understanding, the question of how the two types of understanding explanatorily depend on each other has received relatively scant attention. Exceptions include the linguistic ability/know-how views of linguistic understanding proposed by Dean Pettit and Brendan Balcerak Jackson. On these views, to tacitly linguistically understand a sentence just is to possess the linguistic ability/knowledge-how needed to derive/infer what is said by different utterances of the sentence. Despite their focus on linguistic understanding, both views can straightforwardly explain utterance understanding as the output of a derivation/inference from a representation of the sentence uttered. Here, I take issue with these approaches to utterance understanding and then develop an alternative. More specifically, I distinguish two kinds of utterance understanding, experiential and doxastic, and then argue that experiences of what is said by utterances play distinct rational roles in the two kinds of utterance understanding. I conclude by addressing a recent challenge to my proposal.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Evacuations require people to leave their homes and seek temporary accommodations for varying lengths of time. However, although studies of evacuation and return-entry examine travel to and from short-term evacuation destinations, prior work overlooks relocations from one destination to another during long-term evacuations. In this study we use novel spatial-social network data from a household mail survey administered in three US regions (Akron, OH, Philadelphia, PA, and State College, PA) to examine people's decisions to relocate from short-term to long-term evacuation destinations. To understand these decisions, we used a CatBoost classification algorithm to examine the significance of demographic and evacuation-related factors, including social support from family and friends at evacuation and relocation destinations, that affect relocation decision-making during evacuations lasting up to two months. We find that a majority of respondents plan to remain at a single destination during a long-term evacuation and tend to receive support, such as accommodations, from family and friends at these destinations. In contrast, respondents who plan to relocate tend to lack support from family and friends at long-term destinations. While relocation decisions are influenced by multiple factors, travel to remote evacuation destinations and lack of social support at these destinations have the greatest influence on relocation decision-making. In contrast, no demographic attributes show statistically significant correlation with relocation decisions. By revealing evacuees' intended short- and long-term evacuation and relocation destinations, and social support available to evacuees at these locations, the study's findings offer implications for the strategic management of large-scale evacuation and return-entry processes.", - "output": "Geography", + "input": "Abstract: In this paper I analyze the work on exchange rates and external imbalances by University of Chicago faculty members during the university's first 100 years, 1892 to 1992. Many people associate Chicago's views with Milton Friedman's advocacy for flexible exchange rates. But, of course, there was much more than that, including the work of J. Laurence Laughlin on bimetallism, Jacob Viner on the balance of payments, Lloyd Metzler on transfers, Harry Johnson on trade and currencies, Lloyd Mints on exchange rate regimes, Robert Mundell on optimal currency areas, and Arnold Harberger on shadow exchange rates, among others. The analysis shows that, although different scholars emphasized different issues, there was a common thread in this research, anchored on the role of relative prices' changes during the adjustment process.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As the sustainable fashion movement gains momentum, there is a growing need to introduce such concepts to the next generation of fashion designer. One approach to produce sustainable designs is upcycling, defined as the salvage and reuse of discarded or found items into new products. This study examines a pedagogical approach for engaging 2nd year undergraduate textile and fashion design students in sustainable fashion design practice. Working in groups, students are challenged to upcycle old clothing into a little black dress, using a keyword as direction for concept, design development, and garment construction techniques. To elevate value in post-consumer textile waste, it is necessary to develop high-quality contemporary design outcomes. This teaching approach aims to encourage the revaluation of recyclable resources, the exploration of the creative potential of fabric manipulation techniques, experimental design development, and professional production techniques. This is achieved through the implementation of a design brief that establishes original approaches to upcycling, contrary to the arbitrary processes that are typically used.", - "output": "Art", + "input": "Abstract: Introduction: Mailed stool testing for colorectal cancer (CRC) may improve screening uptake and reduce the incidence and mortality of CRC, especially among patients at federally qualified health centers (FQHCs). To expand screening programs it is important to identify cost-effective approaches.Methods: We developed a decision-analytic model to estimate the cost, effects on screening and patient outcomes (CRCs detected, CRCs prevented, CRC deaths prevented), and cost-effectiveness of implementing a state-wide mailed stool testing program over 5 years among unscreened, age-eligible (aged 50-75 y) patients at FQHCs in Texas. We compared various outreach strategies and organizational structures (centralized, regional, or a hybrid). We used data from our existing regional mailed stool testing program and recent systematic reviews to set parameters for the model. Costs included start-up and ongoing activities and were estimated in 2022 US dollars from the perspective of a hypothetical third-party payer. Cost-effectiveness was assessed by using both incremental and average cost-effectiveness ratios.Results: Using either a statewide centralized or hybrid organizational configuration to mail stool tests to newly eligible FQHC patients and patients who have responded at least once since program inception is likely to result in the best use of resources over 5 years, enabling more than 110,000 additional screens, detecting an incremental 181 to 194 CRCs, preventing 91 to 98 CRCs, and averting 46 to 50 CRC deaths, at a cost of $10 million to $11 million compared with no program.Conclusions: A statewide mailed stool testing program for FQHC patients can be implemented at reasonable cost with considerable effects on CRC screening outcomes, especially when its structure maximizes program efficiency while maintaining effectiveness.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Because the term diversity has two related but different meanings, what authors mean when they use the term is inherently unclear. In its broad form, it refers to vast variety. In its narrow form, it refers to human demographic categories deemed deserving of special attention by social justice-oriented activists. In this article, I review Hommel's critique of Roberts et al. (2020), which, I suggest, essentially constitutes two claims: that Roberts et al.'s (2020) call for diversity in psychological science focuses exclusively on the latter narrow form of diversity and ignores the scientific importance of diversity in the broader sense, and ignoring diversity in the broader sense is scientifically unjustified. Although Hommel's critique is mostly justified, this is not because Roberts et al. (2020) are wrong to call for greater social justice-oriented demographic diversity in psychology but because Hommel's call for the broader form of diversity subsumes that of Roberts et al. (2020) and has other aspects critical to creating a valid, generalizable, rigorous, and inclusive psychological science. In doing so, I also highlight omissions, limitations, and potential downsides to the narrow manner in which psychology and the broader academy are currently implementing diversity, equity, and inclusion.", - "output": "Philosophy", + "input": "Abstract: Populism impacts policy choices and may contribute to fuelling crises and limiting the prospects for conflict resolution. This paper applies a multidimensional populism theoretical framework to compare quantitatively and qualitatively 18 speeches by Mahmoud Abbas and Benjamin Netanyahu at the United Nations General Assembly between 2010 and 2019. Our analysis shows that while both Abbas and Netanyahu use populist language-mostly focused on antagonistic, moral and idealised depictions of the 'people' and the 'other'-the latter consistently displayed a greater density of populist references in his UN speeches over the period analysed. Netanyahu's discourses were both more aggressive and exclusionary and made more allusions to religion and securitisation than those of the Palestinian leader. His framing essentialised the 'us' ('the Jewish people') as threatened by an 'enemy'; what he called 'militant Islam'. By contrast, Abbas referred more to borders as a requirement for statehood. Their different communicative frames and language suggest discrepant worldviews. Abbas's speeches reflected a more 'liberal' conception of international relations, relying more on international cooperation, institutions, and regulation to resolve the Palestinian question, while Netanyahu conveyed a realpolitik stance and stressed his concerns with external threats and willingness to act unilaterally.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Coastal seas are important pools of persistent organic pollutants (POPs) discharged from land. Considering the complex conditions in coastal seas and various biochemical features of POPs, special temporal-spatial variations in POPs have been reported. To understand these variations, we developed a three-dimensional hydrodynamic-ecosystem-POP coupled model and applied it to the Yellow Sea. We selected two POP species (polychlorinated biphenyl congener 153 (PCB-153) and decabromodiphenyl ether (BDE-209)), which have different biochemical properties, as target materials. The dissolved PCB-153 simulated concentration was high in late spring and low in autumn, whereas that of BDE-209 was high in summer and low in winter. Both PCB-153 and BDE-209 showed high particle-bound concentrations in early spring. In summer, dissolved PCB-153 accumulated at the sea bottom, whereas dissolved BDE-209 accumulated at the sea surface. Seasonal and spatial variation differences in the two POPs are likely caused by greater Henry's Law Constant (H') and bioconcentration factor (BCF) of PCB-153 than that of BDE-209, which leads to higher volatilization and stronger absorption by the particles for PCB-153 than BDE-209. As a component of such differences, the biological pump of PCB-153 in the central Yellow Sea is more apparent than that of BDE-209.", - "output": "Geography", + "input": "Abstract: Aim: To assess the mediating role of emotion regulation and emotional intelligence in the relationship between stress and academic engagement among Saudi undergraduate nursing students. Design: This study employed a quantitative cross-sectional research design. Methods: The study recruited 367 Saudi undergraduate nursing students at a major Saudi university. Structural equation modelling was used to explore the mediational model. Results: The results of the ANOVA and Welch F-test demonstrated that the emotional intelligence, emotional regulation and academic engagement scores were statistically significantly different according to stress levels (p-values <0.01). Perceived stress has a statistically significant moderate negative correlation with academic engagement and emotional intelligence and a strong negative correlation with emotional regulation. The results also showed that academic engagement had a statistically significant moderate positive association with emotional intelligence and emotional regulation. Results indicate that stress and academic engagement are negatively correlated among Saudi undergraduate nursing students. It focuses on the balancing functions of emotional regulation and emotional intelligence, highlighting their ability to lower stress levels and improve academic engagement. No Patient or Public Contribution. Results: The results of the ANOVA and Welch F-test demonstrated that the emotional intelligence, emotional regulation and academic engagement scores were statistically significantly different according to stress levels (p-values <0.01). Perceived stress has a statistically significant moderate negative correlation with academic engagement and emotional intelligence and a strong negative correlation with emotional regulation. The results also showed that academic engagement had a statistically significant moderate positive association with emotional intelligence and emotional regulation. Results indicate that stress and academic engagement are negatively correlated among Saudi undergraduate nursing students. It focuses on the balancing functions of emotional regulation and emotional intelligence, highlighting their ability to lower stress levels and improve academic engagement. No Patient or Public Contribution.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The adoption of AI-powered systems in healthcare has revolutionized the field by introducing autonomous diagnostics and predictions, though it remains a source of debate due to its disruptive nature. This research utilizes the holistic model of stress to empirically examine the effects of six techno-stressors on both techno-eustress and techno-distress among users in the healthcare sector. Data for this research was collected from 224 participants through an e-survey distributed across diverse sources. The findings reveal intriguing insights, highlighting the emergence of techno-unpredictability as a potential new techno-stressor within the context of AI-powered systems in healthcare. With this newfound understanding, healthcare specialists and organizations can stay one step ahead, better equipped to address and navigate the complexities of emerging stressors for enhanced well-being, patient care and safety.", + "input": "Abstract: Under what conditions do incumbents succeed in curtailing programs benefitting large constituencies of low-income voters? We undertake a within-country comparison of four highly popular cash transfer policies in Brazil in the 2010s. Our contribution is threefold. First, we refine the concept of policy drift by distinguishing executive-driven drift (resulting from incumbents' decisions) from opposition-driven drift (resulting from the veto power of welfare opponents). The latter results from the dispersion of authority; the former is favored by its concentration. Second, we show that executive-driven drift is a successful strategy when programs give incumbents discretion over entitlement and benefits, meaning authority to make unilateral decisions. Third, we argue that executive-driven drift explains retrenchment outcomes better than partisan orientation, size of program's clientele, and fiscal impacts. Incumbents were more successful in their retrenchment initiatives when concentration of authority in the executive branch allowed them to bypass legislative and judicial veto points.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Coastal waters are complex and dynamic areas with unique environmental attributes that complicate the vertical migration of microplastics (MPs). The MPs that enter coastal waters from diverse sources, including terrestrial, riverine, oceanic, and shoreline inputs undergo various aging pathways. In this study, the variations in the physiochemical characteristics of MPs undergoing various aging pathways and their vertical migration under dynamic conditions subjected to the effects of different MP characteristics and coastal environmental features were comprehensively explored. Opposite effects of aging on the vertical migration of hydrophobic and hydrophilic MPs were observed, with aging appearing to promote the dispersion of hydrophobic MPs but enhance the vertical migration of hydrophilic ones. The positive role of salinity and the negative role of humic acid (HA) concentrations on MP vertical migration were identified, and the mechanisms driving these effects were analyzed. Notably, intense turbulence not only promoted the floating of positively buoyant MPs but also reversed the migration direction of negatively buoyant MPs from downward to upward. Aging-induced changes in MP characteristics had a limited effect on MP vertical migration. The inherent characteristics of MPs and the surrounding environmental features, however, played major roles in their vertical migration dynamics. ENVIRONMENTAL IMPLICATION: Microplastics (MPs) have emerged as a significant global environmental concern and the coastal zones are the hotspots for MP pollution due to their high population density. This study comprehensively investigated the variations in the physiochemical characteristics of MPs undergoing various aging pathways. Their vertical migration patterns under dynamic conditions subjected to the effects of different MP characteristics and coastal environmental features were revealed. The roles of turbulence and MP density in their migration were identified. The findings of this study have important implications for understanding the transport and determining the ecological risks of MPs in coastal waters.", + "input": "Abstract: Increasingly, research demonstrates economic benefits of tobacco cessation in cancer care, as seen in a new study by Kypriotakis and colleagues of the MD Anderson cessation program, demonstrating median health care cost savings of $1,095 per patient over 3 months. While the cost-effectiveness of tobacco cessation programs from a hospital perspective is important, implementation decisions in a predominantly fee-for-service system, such as in the United States, too often insufficiently value this outcome. Economic barriers, stakeholder disincentives, and payment models all impact program implementation. Combining economic evaluation with implementation research, including assessment of return-on-investment, may enhance sustainability and inform decision-making in cancer care settings. See related article by Kypriotakis et al., p. 217.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Europe and North America are the 2largest recipients of international migrants from low-resource regions in the world. Here, large differences in cardiovascular disease (CVD) morbidity and death exist between migrants and the host populations. This review discusses the CVD burden and its most important contributors among the largest migrant groups in Europe and North America as well as the consequences of migration to high-income countries on CVD diagnosis and therapy. The available evidence indicates that migrants in Europe and North America generally have a higher CVD risk compared with the host populations. Cardiometabolic, behavioral, and psychosocial factors are important contributors to their increased CVD risk. However, despite these common denominators, there are important ethnic differences in the propensity to develop CVD that relate to pre- and postmigration factors, such as socioeconomic status, cultural factors, lifestyle, psychosocial stress, access to health care and health care usage. Some of these pre- and postmigration environmental factors may interact with genetic (epigenetics) and microbial factors, which further influence their CVD risk. The limited number of prospective cohorts and clinical trials in migrant populations remains an important culprit for better understanding pathophysiological mechanism driving health differences and for developing ethnic-specific CVD risk prediction and care. Only by improved understanding of the complex interaction among human biology, migration-related factors, and sociocultural determinants of health influencing CVD risk will we be able to mitigate these differences and truly make inclusive personalized treatment possible.", - "output": "Demography", + "input": "Abstract: Over the past few years, digitalisation has led to the development of new forms of Holocaust memory, with advances in digital technology reshaping and introducing alternative ways of remembering, understanding and representing the Holocaust. The purpose of this study is to examine how three Holocaust survivors - Lily Ebert (100), Gidon Lev (88) and Tova Friedman (85) - share their firsthand experiences on TikTok by segmenting traumatic memories using the platforms' audio-visual aesthetic and adapting their testimonies for the attention spans of young users. Based on 1-year content production and detailed analysis of 84 videos across the three profiles, a mixed-methods approach was applied to identify how each survivor interacts with their 'fans' using a unique communication style and with distinct goals. The results of the multimodal analysis show that the three survivors are engaged in meaningful acts of playful online activism on the memory of the Holocaust by bringing testimony and daily life together, in order to protect historical facts and combat antisemitism and Holocaust distortion.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper is concerned with a kind of Bobwhite quail population model x n + 1 = A + B x n + x n x n - 1 x n - 2 , n = 0 , 1 , \u22ef , where the parameters and initial values are positive parabolic fuzzy numbers. According to g-division of fuzzy sets and based on the symmetrical parabolic fuzzy numbers, the conditional stability of this model is proved. Besides the existence, boundedness and persistence of its unique positive fuzzy solution. When some fuzzy stability conditions are satisfied, the model evolution exhibits oscillations with return to a fixed fuzzy equilibrium no matter what the initial value is. This phenomena provided a vivid counterexample to Allee effect in density-dependent populations of organisms. As a supplement, two numerical examples with data-table are interspersed to illustrate the effectiveness. Our findings have been verified precise with collected northern bobwhite data in Texas, and will help to form some efficient density estimates for wildlife populations of universal applications.", - "output": "Philosophy", + "input": "Abstract: OBJECTIVES: This study was conducted to assess financial protection and equity in the healthcare financing system among slum dwellers with type 2 diabetes (T2D) in Iran in 2022.DESIGN: Cross-sectional study.SETTING: Primary care centres in Iran were selected from slums.PARTICIPANTS: Our study included 400 participants with T2D using a systematic random sampling method. Patients were included if they lived in slums for at least five consecutive years, were over 18 years old and did not have intellectual disabilities.PRIMARY AND SECONDARY MEASURES: A self-report questionnaire was used to assess cost-coping strategies vis-a-vis T2D expenditures and factors influencing them, as well as forgone care among slum dwellers.RESULTS: Of the 400 patients who participated, 53.8% were female. Among the participants, 27.8% were illiterate, but 30.3% could read and write. 75.8% had income below 40million Rial. There was an association between age, education, income, basic insurance, supplemental insurance and cost-coping strategies (p<0.001). 88.2% of those with first university degree used health insurance and 34% of illiterate people used personal savings. 79.8% of people with income over 4million Rial reported using insurance to cope with healthcare costs while 55% of those with income under 4million Rial reported using personal savings and a combination of health insurance and personal savings to cope with healthcare costs. As a result of binary logistic regression, illiterate people (adjusted OR=16, 95% CI 3.65 to 70.17), individuals with low income (OR 5.024, 95%CI 2.42 to 10.41) and people without supplemental insurance (OR 1.885, 95%CI 0.03 to 0.37) are more likely to use other forms of cost-coping strategies than health insurance.CONCLUSIONS: As a result of insufficient use of insurance, cost-coping strategies used by slum dwellers vis-a-vis T2D expenditures do not protect them from financial risks. Expanding universal health coverage and providing supplemental insurance for those with T2D living in slums are recommended. Iran Health Insurance should adequately cover the costs of T2D care for slum dwellers so that they do not need to use alternative strategies.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The mortality risk attributable to moderate aortic stenosis (AS) remains incompletely characterized and has historically been underestimated. We aim to evaluate the association between moderate AS and all-cause death, comparing it with no/mild AS (in a general referral population and in patients with heart failure with reduced ejection fraction).METHODS AND RESULTS: A systematic review and pooled meta-analysis of Kaplan-Meier-derived reconstructed time-to-event data of studies published by June 2023 was conducted to evaluate survival outcomes among patients with moderate AS in comparison with individuals with no/mild AS. Ten studies were included, encompassing a total of 409680 patients (11527 with moderate AS and 398153 with no/mild AS). In the overall population, the 15-year overall survival rate was 23.3% (95% CI, 19.1%-28.3%) in patients with moderate AS and 58.9% (95% CI, 58.1%-59.7%) in patients with no/mild aortic stenosis (hazard ratio [HR], 2.55 [95% CI, 2.46-2.64]; P<0.001). In patients with heart failure with reduced ejection fraction, the 10-year overall survival rate was 15.5% (95% CI, 10.0%-24.0%) in patients with moderate AS and 37.3% (95% CI, 36.2%-38.5%) in patients with no/mild AS (HR, 1.83 [95% CI, 1.69-2.0]; P<0.001). In both populations (overall and heart failure with reduced ejection fraction), these differences correspond to significant lifetime loss associated with moderate AS during follow-up (4.4years, P<0.001; and 1.9years, P<0.001, respectively). A consistent pattern of elevated mortality rate associated with moderate AS in sensitivity analyses of matched studies was observed.CONCLUSIONS: Moderate AS was associated with higher risk of death and lifetime loss compared with patients with no/mild AS.", - "output": "Demography", + "input": "Abstract: What is close reading and what are the steps we take in close reading as a methodological approach? This article explores reading strategies and advocates for a more conscious close reading. Starting by tracing the hermeneutic heritage of close reading, and examining its development from the New Criticism movement onwards, it then describes the fundamental physical and cognitive aspects of reading as a distinct form of analytic attentiveness. Three methodological steps are delineated, discussed, and exemplified through the author's close reading practices. By employing a paratextual lens to the close reading of manuscripts from the Early Modern period, the article demonstrates how theoretically informed readings, such as the paratextual perspective, enhance the reading process and deepen our understanding of historical conditions.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The CO2 emission control targets (CET) allocation faces the unavoidable issues of energy equity and carbon sink equity, which are complicated by changing regional characteristics. By combining regional characteristics assessment, energy consumption status in the 1 + N policy, and Data Envelopment Analysis (DEA) modeling, two schemes for China's net CET allocation in 2020-2030 are implied to reveal the impacts of regional carbon sinks and renewable energy endowments differences on the allocation. The results indicate that: firstly, significant regional differences are inevitably intrinsic within China's renewable energy endowments and carbon sinks to substantially affect the equity of carbon emission allocation in 2020-2030; secondly Provinces with high fossil energy reliance, such as Hebei, Shandong, Shanxi, and Inner Mongolia, are generally facing continuous pressure to reduce CO2 emissions during the 14th FYP and 15th FYP; thirdly, as a regional ecological advantage, carbon sinks are an essential source of additional carbon budgets for provinces, as in Sichuan and Yunnan. As a dominating impact factor of carbon sinks on CET allocation, terrestrial carbon sinks are much higher than ocean carbon sinks with clear provincial attribution; fourthly, in our allocation scheme, the exploitation of renewable energy endowments directly affects the provincial carbon budget and can promote low carbon energy supply; finally, the foundation to build the CET allocation mechanism, China's carbon market needs to be improved. This study helps policymakers understand and balance the equity issues in CET allocation due to regional differences in renewable energy endowments and carbon sinks.", - "output": "Geography", + "input": "Abstract: Parthenogenesis is a form of asexual reproduction in which a gamete (ovum or sperm) develops without being fertilized. Tomer Jordi Chaffer uses parthenogenesis to challenge Don Marquis' future-like-ours (FLO) argument against abortion. According to Marquis, (1) what makes it morally wrong to kill us is that it would deprive us of a possible future that we might come to value-a future like ours (FLO) and (2) human fetuses are numerically identical to any adult human organism they may develop into, and thus have a FLO. Chaffer contends that if human ova are capable of parthenogenesis, then they would have a FLO, which contraception may deprive them of, but contends this is absurd. Bruce P. Blackshaw challenges Chaffer, contending sexually fertilized embryos are not identical to unfertilized ovum, but this would yield a more absurd implication, that fertilization deprives an ovum of a FLO! Here I show Marquis' account of identity rules out both Chaffer's and Blackshaw's accounts.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Training of medical interns at the Middelburg district hospital has been introduced as part of the mandatory 6 months' rotation in Family Medicine department since 2021. This report provides an overview of what has been attained in 2021 and 2022. It covers various aspects of the activities medical interns have been exposed to in the Middelburg hospital and the surrounding primary health care clinics.Contribution:Sharing experiences of family medicine training for medical interns in district hospitals is essential because the 6 months' rotation is new for most family physician trainers, especially those in small hospitals and primary health care clinics. Taking into account the paucity of evidence on the topic, the report brings current information that supports that training medical interns in district hospitals and primary health care clinics prepares them to be comfortable and competent clinicians for the generalist work during the community service year ahead.", - "output": "Education", + "input": "Abstract: Rationale and Objectives: With the shifting needs of radiologists due to escalating healthcare demands, the impetus for an increased focus on wellness and the benefits of the humanities in medicine inspired a novel approach to curricular planning of the 2023 Association of University Radiologists (AUR) annual meeting. In this manuscript, we describe the creative process behind planning and executing this innovative meeting format. Materials and Methods: Reimagining the annual meeting was a collaborative effort centered around the development of an innovative Arts and Wellness Program, with the goal of integrating opportunities for artistic expression and experiential wellness throughout the meeting. Results: Of the 1313 meeting attendees, 423 (32.2%) completed the annual meeting evaluation, of which 244 were in -person and 61 attended virtually. 178 of 423 respondents (42.1%) participated in the arts and wellness programming. 160 of 203 respondents (78.9%) reported that the arts and wellness programming enhanced the overall meeting experience. 164 of 197 respondents (83.2%) gained greater appreciation for the talents of radiology colleagues. 97 of 195 respondents (49.7%) stated that the programming gave them ideas as to how to cope effectively with stress. Conclusion: The incorporation of art, music, and other wellness activities into a national radiology meeting was well -received by meeting attendees. For many radiologists who participated in the various musical and artistic offerings at the AUR 2023 meeting, sharing artistic talents with the radiology community and colleagues represented the most fundamental way to be fully seen, express authenticity, and connect with others. (c) 2023 The Association of University Radiologists. Published by Elsevier Inc. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper describes a quasi-experimental evaluation of a reform in Israel ('EMUN'), which attempted to institutionalize problem-oriented policing on a national scale. The current study examines the effect of this reform on tackling traffic disturbance and road bullying offences. We compared three police stations that chose to deal with traffic offences using the tools and techniques provided through the reform (treatment stations) with five police stations that were matched - using a specially designed algorithm - on several criteria, including similar trends of traffic offences (comparison stations). Each treatment station was compared to two comparison stations using a difference-in-differences approach. In five out of six comparisons there were large and significant reductions in documented traffic disturbances in the targeted areas of the treatment stations compared to the control stations. We also found evidence of significant diffusions in crime control benefits in two of the treatment stations. However, there was evidence of significant geographical displacement to the buffer zone in the largest treatment stations. We attribute this to differences in the nature of the areas targeted and discuss the relative harms and benefits. The findings of the study show that institutionalizing a variety of evidence-based policing strategies has a promise not only for classic crimes (such as property and violence), but also for incivilities and quality-of-life offenses.", - "output": "Law", + "input": "Abstract: Although ground motion duration significantly influences structural response, there is a lack of accurate prediction models for ground motion duration. Ground motion duration plays a vital role in structural response during an earthquake. Even a small magnitude event may cause severe structural damage if the duration of the earthquake is long. Thus, accurate estimation of ground motion duration is essential for structural seismic design and analysis. This article uses machine learning techniques to estimate ground motion duration for the New Zealand region. This paper investigates the use of emerging machine learning algorithms to address this critical issue using data from the New Zealand earthquakes database. The utility of the prediction models is also evaluated using numerous parameters related to filtering frequencies, fault dimensions, S-wave triggering flag, etc., apart from the traditional source, path, and site. Other parameters, e.g., the usable frequency range and the uncertainty of the available parameters, are also considered in evaluating the prediction of the considered machine learning models. Root mean squared error, along with the coefficient of determination (R2), is used to evaluate the performance of the machine learning models. The method with the least difference between actual and predicted values on the test set is presented for each duration metric available within the New Zealand database. Most importantly, the game theory-based SHapely Additive exPlanations (SHAP) are provided as to whether each independent variable would push the predictions toward higher or lower values. These explanations demonstrate the relative importance of the parameters within the strong motion database in the prediction of earthquake duration.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cattle domestication and subsequent spread caused unprecedented biological, economic, ecological and social transformations in human history. Cyprus was one of the first places domestic taurine cattle were transported to outside of their core domestication region, making it a hotspot in which to investigate cattle acclimatisation and management practices. Accumulated archaeological, iconographic and zooarchaeological evidence has shed much light on the economic and socio-ideological significance of cattle in prehistoric Cypriot society, particularly from the Early Bronze Age onwards. However, little information exists on the mechanisms through which prehistoric cattle breeders experimented with this new, large, multifunctional and symbolically potent animal. Here, we use an integrated approach that combines zooarchaeological and stable isotopic data to reconstruct human-cattle interactions and cattle management in an island context. Stable carbon (delta 13C) and oxygen (delta 18O) isotopes were applied to a small sample (n = 16) of cattle (Bos sp.) and goat (Capra hircus) teeth from three key sites, spanning the Pre-pottery Neolithic B to the Middle Bronze Age. The results highlight discrepancies in patterns of isotopic variation between Bronze Age goat and cattle, likely reflecting differences in mobility and the more intensive management of cattle through the provision of fodder. Additionally, we observe differences in the isotope values of cattle through time (Neolithic vs. Bronze Age) and space (upland versus inland), which might be related to local resource availability as well as alterations in climate and environment. In spite of the small sample size, this current work highlights the potential of integrating zooarchaeological and stable isotopic data for addressing questions relevant to animal husbandry practices during key archaeological periods in Cyprus and beyond, inviting future research on the topic.", - "output": "Archaeology", + "input": "Abstract: In times of person-centered care, it is all the more important to support patients in making good decisions about their care. One way to offer such support to patients is by way of Patient Decision Aids (PDAs). Ranging from patient brochures to web-based tools, PDAs explicitly state the decisions patients face, inform them about their medical options, help them to clarify and discuss their values, and ultimately make a decision. However, lingering discussions surround effectiveness research on PDAs. In this article, I focus on two subjective measures of decision quality that are widely used as outcome measures in effectiveness research on PDAs (i.e., the Decisional Conflict Scale (DCS) and measures of regret). Although these measurement instruments have attracted critical attention in the scientific literature, bioethicists have hardly engaged with them. Therefore, I set myself to analyze the relationship between (the different subscales of) the DCS and measures of regret, on the one hand, and ethical principles such as beneficence and autonomy, on the other hand. In light of that analysis, I will clarify some discussions regarding the use of these measures of decision quality in effectiveness research on PDAs. This should help us to align the way we evaluate PDAs with ethical principles and avoid that our attempts to support patients in making good decisions about their care that is so central to person-centered care point in unethical directions.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PurposeCo-creation, characterised by artists and patients creating a joint work of art, may support patients with the integration of life events, such as living with cancer, into their life story. In the process of co-creation, resonance relationships between patients, artists and material may evolve that support such integration. Using the framework of resonance theory, we aim to investigate if and how patients move through the three phases of resonance during a process of co-creation and explore the role of uncontrollability in this process.MethodsTen patients who received cancer treatment with palliative intent completed co-creation processes, which were audio recorded. These recordings were imported in Atlas-Ti and analysed by applying content analysis. We searched for the three phases of resonance, Being affected, touched and moved; Self-efficacy and responding; Adaptive transformation. We additionally searched for signs of uncontrollability.ResultsPatients used 4-8 sessions (median 5 sessions) with a duration 90-240 min per session (median duration 120 min). We found that patients move through the three phases of resonance during co-creation processes. Uncontrollability both presents a challenge and an invitation to integrate experiences of contingency into one's life narrative. Patients express self-recognition and the experience of contingency in their work of art.ConclusionsIntegration of experiences of contingency into a life narrative can be supported by the process of co-creation of art, which invites patients to relate to their illness, their environment and themselves. The phases of resonance in combination with uncontrollability as a continuously present factor, provide a means to both study and support the integration of experiences of contingency into the life narrative.In the process of co-creation, resonance relationships between patients, artists and material may evolve that support integration of experiences of contingency. In the current study we aim to investigate, if and how, palliative cancer patients move through the three phases of resonance during a process of co-creation and explore the role of uncontrollability in this process.image", - "output": "Art", + "input": "Abstract: ObjectivesGiven the distinct political landscape of Japan, this study aims to explore the impact of gender on the parliamentary behavior of Japanese legislators.MethodsUtilizing a self-constructed data set covering the 44th-48th Diets (2005-2021), this study examines the individual-level parliamentary activities of male and female legislators in Japan. Key metrics analyzed include the frequency of speeches delivered in both plenary and committee sessions, alongside the submission of memorandums to the Diet.ResultsThe findings indicate that on the whole, gender exerts only a minimal effect on parliamentary activities. However, upon closer examination of members belonging to opposition parties during specific time periods, female legislators emerge as more active in terms of questioning and memorandum submission compared to their male counterparts.ConclusionThis study unveils a noteworthy trend wherein women legislators in Japan demonstrate equal or greater engagement in parliamentary activities than their male counterparts. These findings underscore the importance of exploring gender dynamics within political systems beyond the Western sphere. Moreover, they emphasize the necessity for ongoing research into gender representation and participation within Japan's political arena.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Growth hormone (GH) has been proposed as an adjunct in in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) cycles, especially in women with poor ovarian response. However, it is unclear whether GH supplementation is effective in women with poor embryonic development in the previous IVF cycle. The aim of this study was to evaluate the effectiveness of GH supplementation in IVF/ICSI cycles in women with poor embryonic development in the previous cycle.METHODS: This is a retrospective cohort study from a public fertility center in China, in which we performed propensity score-matching (PSM) for female age and AFC in a ratio of 1:1. We compared the cumulative live birth rate per started cycle, as well as a series of secondary outcomes. We included 3,043 women with poor embryonic development in the previous IVF/ICSI cycle, of which 1,326 had GH as adjuvant therapy and 1,717 had not. After PSM, there were 694 women in each group.RESULTS: After PSM, multivariate analyses showed the cumulative live birth rate to be significantly higher in the GH group than the control group [N=694, 34.7% vs. N=694, 27.5%, risk ratio (RR): 1.4 (95%CI: 1.1-1.8)]. Endometrial thickness, number of oocytes retrieved, number of embryos available, and number of good-quality embryos were significantly higher in the GH group compared to controls. Pregnancy outcomes in terms of birth weight, gestational age, fetal sex, preterm birth rate, and type of delivery were comparable. When we evaluated the impact of GH on different categories of female age, the observed benefit in the GH group did not appear to be significant. When we assessed the effect of GH in different AFC categories, the effect of GH was strongest in women with an AFC5-6 (32.2% versus 19.5%; RR 2.0; 95% CI 1.2-3.3).CONCLUSIONS: Women with poor embryonic quality in the previous IVF/ICSI cycles have higher rates of cumulative live birth with GH supplementation.", - "output": "Demography", + "input": "Abstract: Conflictual relations between language groups make Belgium a fruitful ground to study the interplay between historical knowledge, importance, collective memory and social identity related to historical events. This study compared German-speaking and French-speaking Belgians on the these dimensions for a historical event for which contrasted responses were expected, the centenary of Armistice on 11 November 2018. We also focused on generational differences by comparing senior, intermediate, and junior age cohorts. Results showed no generational differences but revealed that German-speakers construct their social identity differently than French-speakers. Namely, German-speaking Belgians integrated political with non-political events in their collective memory and relied more on school as source of knowledge and nationally relevant memories. In contrast, French-speaking Belgians relied on family and friends as source of knowledge, intertwined more personally and nationally relevant memories, and showed a strong association of national identity with the importance attributed to World War I.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In mammals, beta-catenin participates in innate immune process through interaction with NF-kappaB signaling pathway. However, its role in teleost immune processes remains largely unknown. We aimed to clarify the function of beta-catenin in the natural defense mechanism of Qi river crucian carp (Carassius auratus). beta-catenin exhibited a ubiquitous expression pattern in adult fish, as indicated by real-time PCR analysis. Following lipopolysaccharide (LPS), Polyinosinic-polycytidylic acid (polyI: C) and Aeromonas hydrophila (A. hydrophila) challenges, beta-catenin increased in gill, intestine, liver and kidney, indicating that beta-catenin likely plays a pivotal role in the immune response against pathogen infiltration. Inhibition of the beta-catenin pathway using FH535, an inhibitor of Wnt/beta-catenin pathway, resulting in pathological damage of the gill, intestine, liver and kidney, significant decrease of innate immune factors (C3, defb3, LYZ-C, INF-gamma), upregulation of inflammatory factors (NF-kappaB, TNF-alpha, IL-1, IL-8), and downregulation of glutathione peroxidase (GSH-Px), superoxide dismutase (SOD) and catalase (CAT) activities, increase of Malondialdehyde (MDA) content. Following A. hydrophila invasion, the mortality rate in the FH535 treatment group exceeded that of the control group. In addition, the diversity of intestinal microflora decreased and the community structure was uneven after FH535 treatment. In summary, our findings strongly suggest that beta-catenin plays a vital role in combating pathogen invasion and regulating intestinal flora in Qi river crucian carp.", - "output": "Philosophy", + "input": "Abstract: Neuromorphic event-based cameras communicate transients in luminance instead of frames, providing visual information with a fine temporal resolution, high dynamic range and high signal-to-noise ratio. Enriching event data with color information allows for the reconstruction of colorful frame-like intensity maps, supporting improved performance and visually appealing results in various computer vision tasks. In this work, we simulated a biologically inspired color fusion system featuring a three-stage convolutional neural network for reconstructing color intensity maps from event data and sparse color cues. While current approaches for color fusion use full RGB frames in high resolution, our design uses event data and low-spatial and tonal-resolution quantized color cues, providing a high-performing small model for efficient colorful image reconstruction. The proposed model outperforms existing coloring schemes in terms of SSIM, LPIPS, PSNR, and CIEDE2000 metrics. We demonstrate that auxiliary limited color information can be used in conjunction with event data to successfully reconstruct both color and intensity frames, paving the way for more efficient hardware designs.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To evaluate the effect of diabetic retinopathy (DR) status or severity on all-cause and cause-specific mortality among diabetic older adults in the United States using the most recent National Health and Nutrition Examination Survey (NHANES) follow-up mortality data. The severity of DR was graded according to the Early Treatment Diabetic Retinopathy Study (ETDRS) grading scale. Multiple covariate-adjusted Cox proportional hazards regression models, Fine and Gray competing risk regression models, and propensity score matching (PSM) methods were used to assess the risk of all-cause and cause-specific mortality in individuals with diabetes. All analyses adopted the weighted data and complex stratified design approach proposed by the NHANES guidelines. Time to death was calculated based on the time between baseline and date of death or December 31, 2019, whichever came first. Ultimately 1077 participants, representing 3,025,316 US non-hospitalized individuals with diabetes, were included in the final analysis. After a median follow-up of 12.24years (IQR, 11.16-13.49), 379 participants were considered deceased from all-causes, with 43.90% suffering from DR, including mild DR (41.50%), moderate to severe DR (46.77%), and proliferative DR (PDR) (67.21%). DR was associated with increased all-cause, cardiovascular disease (CVD) and diabetes mellitus (DM)-specific mortality, which remained consistent after propensity score matching (PSM). Results of DR grading assessment suggested that the presence of mild, moderate to severe NPDR was significantly associated with increased risk of all-cause and CVD-specific mortality, while the presence and severity of any DR was associated with increased DM-specific mortality, with a positive trend. The presence of DR in elderly individuals with diabetes is significantly associated with the elevated all-cause and CVD mortality. The grading or severity of DR may reflect the severity of cardiovascular disease status and overall mortality risk in patients with diabetes.", - "output": "Demography", + "input": "Abstract: Globally, particulate matter with an aerodynamic diameter of 2.5 mu m or less poses a significant threat to human health. The first step in quantifying human health impacts caused by exposure to PM2.5 pollution is exposure assessment. Population-weighted exposure level (PWEL) estimation is one of the methods that provides a more precise exposure assessment since it incorporates the spatiotemporal distribution of population with the pollution concentration estimate. In this study, PM2.5 exposure levels in the local communities around brickmaking industries were investigated, using the population census data of the study area and 1-year data from nine PM2.5 monitoring stations installed in and around the brickmaking industries. The observed PM2.5 data was spatially interpolated using inverse distance weight (IDW). Data on PM2.5 levels across the study area were classified based on the World Health Organization interim target (IT) guidelines and the South African National ambient air quality standard (NAAQS). An annual PM2.5 population weighted exposure level of 27.6 mu g/m(3) was estimated for the study area. However, seasonal exposure levels of 28.9, 37.6, 26.5, and 20.7 mu g/m(3) were estimated for the autumn, winter, spring, and summer seasons, respectively. This implies that local communities around the brick kiln in the Vhembe District are exposed to high levels of PM2.5, especially in winter. The PM2.5 levels in the brickmaking industries as well as its other sources in the Vhembe District, therefore, need to be lowered. Findings from population exposure level to pollutants can provide valuable data for formulating policies and recommendations on exposure reduction and public health protection. Implications: PM2.5 concentration in any given environment has high spatial and temporal variability due to the presence of diffused sources in the environment. Using ambient air concentrations to directly estimate population exposure without taking into consideration the disproportionate spatial and temporal distribution of the pollutant and the population may not yield accurate results on human exposure levels. It is, therefore, important to assess the aggregated PM2.5 exposure of a populace within a given area. This study therefore examines the PM2.5 population-weighted-exposure level of the host communities of the brickmaking industry in Vhembe District, South Africa.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Contamination of oilfield chemicals (OFCs) by benzo[a]pyrene (B[a]P) is increasingly becoming a severe environmental security issue. There is an urgent need to develop a rapid and accurate method for B[a]P detection in OFCs. In this study, B[a]P hapten was designed using computer aided molecular design. A high-affinity, specific, and matrix-insensitive monoclonal antibody (mAb) with IC50 values of 6.77ng/mL was obtained. Based on this mAb, we developed a rapid gold nanoparticle-based immunochromatographic strip assay (GICA) with double T-line mode for on-site detection of B[a]P in OFCs samples. The GICA exhibited excellent detection performance in OFCs samples with strong acidity, strong alkalinity, and deep color. Under optimal conditions, the proposed method detected B[a]P in OFCs at 0.42-300mg/kg, and limit of detection was 0.23-1.07mg/kg. The recovery rate was 88-106% with a coefficient of variation of 1.46-6.35%. Confirmed by natural positive OFCs samples and high-performance liquid chromatography, this GICA is accurate and reliable, with great potential for rapid and cost-effective on-site detection.", + "input": "Abstract: PurposeElucidating on the concrete outline of conservation of resource theory, this study aims to explore the links between work-family conflict and workplace thriving. In particular, this study has integrated depersonalization as a mediator and tested the moderated mediation effects of intrinsic motivation in work-family conflict and depersonalization relationships.Design/methodology/approachData were collected using a sample of 357 doctors working across various public hospitals in India over two waves (T1 and T2) and was tested using AMOS and Process Macros.FindingsExploration reveals that work-family conflict is negatively associated with workplace thriving. The mediating role of depersonalization in between work-family conflict and workplace thriving was established. Moreover, the moderating role of intrinsic motivation in work-family conflict and workplace thriving via depersonalization was also established.Originality/valueThe present study makes a theoretical addition to the literature by investigating nuances through which work-family conflict relationships and thriving at the workplace can be affected. To date, such a relationship has not been established. The study also extends the role of depersonalization as an underlying mechanism between work-family conflict and workplace thriving, making an imperative contribution. This study also tested the moderating role of intrinsic motivation. Overall, these relationships are novel and have been seldom reported.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Providing informed consent for trials requires providing trial participantswith comprehensive information about the trial, including information about potential risks and benefits. It is required by the ethical principle of respecting patient autonomy. Our study examines the variation in the way information about potential trial benefits and harms is shared in participant information leaflets (PILs).METHODS: A total of 214 PILs and informed consent forms from clinical trials units (CTUs) and Clinical Research Facilities (CRFs) in Ireland and the UK were assessed by two authors independently,to check the extent to which they adhered to seven recently developed principles. Discrepancies were resolved by a third.RESULTS: Usage of the seven principles varied widely between PILs regardless of the intended recipient or trial type. None of the PILs used more than four principles, and some (4%) used none. Twenty-seven per cent of PILs presented information about all known potential harms, whereas 45% presented information on allknown potential benefits. Some PILs did not provide any potential harms or potential benefits (8%). There was variation in the information contained in adult and children PILs and across disease areas.CONCLUSION: Significant variation exists in how potential trial benefits and harms are described to potential trial participants in PILs in our sample. Usage of the seven principles of good practice will promote consistency, ensure informed ethical decision-making and invoke trust and transparency. In the long term, a standardised PIL template is needed.", - "output": "Philosophy", + "input": "Abstract: Metabolic syndrome (MetS) is becoming prevalent in the pediatric population. The existing pediatric MetS definitions (e.g., the International Diabetes Federation (IDF) definition and the modified National Cholesterol Education Program (NCEP) definition) involve complex cut-offs, precluding fast risk assessment in clinical practice.We proposed a simplified definition for assessing MetS risk in youths aged 6-17years, and compared its performance with two existing widely used pediatric definitions (the IDF definition, and the NCEP definition) in 10 pediatric populations from 9 countries globally (n=19,426) using the receiver operating characteristic (ROC) curve analyses. In general, the total MetS prevalence of 6.2% based on the simplified definition was roughly halfway between that of 4.2% and 7.7% estimated from the IDF and NCEP definitions, respectively. The ROC curve analyses showed a good agreement between the simplified definition and two existing definitions: the total area under the curve (95% confidence interval) of the proposed simplified definition for identifying MetS risk achieved 0.91 (0.89-0.92) and 0.79 (0.78-0.81) when using the IDF or NCEP definition as the gold standard, respectively.The proposed simplified definition may be useful for pediatricians to quickly identify MetS risk and cardiometabolic risk factors (CMRFs) clustering in clinical practice, and allow direct comparison of pediatric MetS prevalence across different populations, facilitating consistent pediatric MetS risk monitoring and the development of evidence-based pediatric MetS prevention strategies globally.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The challenge of aligning with the net-zero ambitions of the European Union necessitates a critical examination of the road freight transport sector, a pivotal contributor to global commerce and greenhouse gas emissions. Despite the sector's potential for electrification to mitigate emissions, the prevailing 'predict and provide' planning approach may inadvertently reduce this low-carbon transition to mere technological substitution, neglecting deeper intrinsic transport issues. This perspective critiques the 'predict and provide' approach and advocates for the adoption of 'sufficiency-oriented planning'. It presents a comprehensive, interconnected approach, challenging not only the technology in use but also the foundational principles of transport demand. Furthermore, it explores the broader implications of this multi-system transition for the energy sector. The perspective consequently underscores the necessity of a paradigm shift in planning for road freight transport electrification for the sector to genuinely contribute to sustainability objectives and not risk diminishing the transformative potential of this transition.", - "output": "Geography", + "input": "Abstract: Drawing on findings from an ethnographic study, the paper at hand provides an example of a pronounced way of working with montage as a means of mobilizing knowledge in the architectural design process. With reference to a specific design project, the paper follows architecture students systematically exploring and structuring the problem's space of possibilities by applying montage. Highlighting the methodological rigor and logical coherence their procedure involves, the paper elaborates on montage as an effective method and traceable exploratory process. Presenting and discussing this empirical data, the paper aims at showing how montage allows for apprehending a problem in a holistic manner while at the same time facilitating its analysis into separate parts. In this way, montage engenders the mobilization of knowledge, which can be implicated to the case at hand.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Chloramphenicol (CAP) is an antibiotic that commonly pollutes the environment, and microorganisms primarily drive its degradation and transformation. Although several pathways for CAP degradation have been documented in different bacteria, multiple metabolic pathways in the same strain and their potential biological significance have not been revealed. In this study, Sphingobium WTD-1, which was isolated from activated sludge, can completely degrade 100mg/L CAP within 60h as the sole energy source. UPLC-HRMS and HPLC analyses showed that three different pathways, including acetylation, hydroxyl oxidation, and oxidation (C1-C2 bond cleavage), are responsible for the metabolism of CAP. Importantly, acetylation and C3 hydroxyl oxidation reduced the cytotoxicity of the substrate to strain WTD-1, and the C1-C2 bond fracture of CAP generated the metabolite p-nitrobenzoic acid (PNBA) to provide energy for its growth. This indicated that the synergistic action of three metabolic pathways caused WTD-1 to be adaptable and able to degrade high concentrations of CAP in the environment. This study deepens our understanding of the microbial degradation pathway of CAP and highlights the biological significance of the synergistic metabolism of antibiotic pollutants by multiple pathways in the same strain.", - "output": "Economics", + "input": "Abstract: Episodic memory gives us the ability to mentally travel back in time to revisit and relive past experiences. In recent years, there has been an increased interest in the function of episodic memory. According to the orthodox view, episodic memory should be considered a part of a constructive system that simulates the future for sophisticated foresight and flexible planning. In this paper, I offer a novel alternative view. I argue that episodic memory provides invaluable information about the past behavior of others, allowing us to identify reliable and trustworthy partners while avoiding dealing with cheaters. Theoretical models demonstrate that cooperation in groups can be maintained if potential partners use information about an individual's past behavior to guide their behavior toward that individual. In these reputation-based models of human cooperation, individuals with a history of cheating are ostracized, whereas those with a history of cooperative behavior flourish. Against this theoretical background, it is possible to see a function of episodic memory in facilitating information exchange about others, helping group members make effective partner choices, and avoiding the risk of interacting with cheaters. If correct, episodic memory may have played a significant role in the evolution of human cooperation.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The rapid increase in the antibiotic resistance of microorganisms, capable of causing diseases in humans as destroying cultural heritage sites, is a great challenge for modern science. In this regard, it is necessary to develop fundamentally novel and highly active compounds. In this study, a series of N-4-alkylcytidines, including 5- and 6-methylcytidine derivatives, with extended alkyl substituents, were obtained in order to develop a new generation of antibacterial and antifungal biocides based on nucleoside derivatives. It has been shown that N-4-alkyl 5- or 6-methylcytidines effectively inhibit the growth of molds, isolated from the paintings in the halls of the Ancient Russian Paintings of the State Tretyakov Gallery, Russia, Moscow. The novel compounds showed activity similar to antiseptics commonly used to protect works of art, such as benzalkonium chloride, to which a number of microorganisms have acquired resistance. It was also shown that the activity of N-4-alkylcytidines is comparable to that of some antibiotics used in medicine to fight Gram-positive bacteria, including resistant strains of Staphylococcus aureus and Mycobacterium smegmatis. N-4-dodecyl-5- and 6-methylcytidines turned out to be the best. This compound seems promising for expanding the palette of antiseptics used in painting, since quite often the destruction of painting materials is caused by joint fungi and bacteria infection.", - "output": "Art", + "input": "Abstract: Regenerative medicine solutions for type 1 diabetes are a rapidly developing field of medical technology. To date, these solutions have been principally cell-based treatments and at present, in Europe, these therapies are regulated under European Union regulations for advanced therapy medicinal products. But now, new emerging technology combining cellular therapy with medical devices is under development. The potential of this novel hybrid model to create a bioartificial pancreas to treat type 1 diabetes is tantalizing. However, incorporating medical devices creates a further layer of regulatory complexity. This article seeks to expose the complexity of this legal and regulatory landscape and demonstrate how evolving technology could challenge the entire existing legal paradigm. We start by summarizing the status of the only established cell-based therapy-transplantation. We set out the regulation of cellular therapies, their classification, and the role of statutory bodies. We examine the bottleneck of therapies moving from bench to bedside, and we consider the additional challenges of products, which use a combination of cells and medical devices. Finally, we argue that for the potential of this rapidly growing area of technology to be realized a seismic shift in how we regulate frontier cellular therapies will be required.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this article, we study the problem of recovering sparse spikes with over-parametrized projected descent. We first provide a theoretical study of approximate recovery with our chosen initialization method: Continuous Orthogonal Matching Pursuit without Sliding. Then we study the effect of over-parametrization on the gradient descent which highlights the benefits of the projection step. Finally, we show the improved calculation times of our algorithm compared to state-of-the-art model-based methods on realistic simulated microscopy data.", - "output": "Communication", + "input": "Abstract: This article is a history of the idea of neocolonialism from its first use in the 1960s to its more recent deployments in the 2010s. During the decolonization period, the concept of neocolonialism was a powerful ideological and analytical tool in the service of the global anti-colonial movement to denounce the persistence of subordinate relations between the former colonizers and the newly independent countries. The article argues that the decline of the concept was the result of the crisis of the postcolonial state in the 1980s and the parallel rise of the theory and ideology of globalization which was based on opposite theoretical premises. The crisis of the popularity of globalization in the 2010s has made room for a return of critical concepts in the analysis of international politics and, among them, neocolonialism. This new wave of literature on neocolonialism remains fragmented, undertheorized, and, unlike its heyday in the 1960s and 1970s, disconnected from social and political movements. Moreover, Western-based sources have recently started using the concept to describe China's activities in the Global South in a problematic way that seems to attribute solely to Beijing the very neocolonial practices that Western powers are normally denounced for.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper suggests a workflow that generates floor plans with structural elements. Generating structural layouts in a BIM environment with the implementation of a machine learning method allows a future projection for fast and easy exploration of multiple design options. Pix2Pix, a Generative Adversarial Networks (GAN) model, takes the wall layout as input and generates a structural layout by learning from existing knowledge used to generate a decision support system for structural layout generation. The paper also suggest an additional script as a fine-adjustment model to refine the structural layout based on predetermined structural rules. This script increases the accuracy of the structural layouts generated by the GAN algorithm. Based on the test dataset, the research demonstrates a 64% success rate in providing structural schema assistance. Considering the results, this study seems to have the potential to be a supportive application in the early design phase.", - "output": "Art", + "input": "Abstract: PURPOSE: To use time-driven, activity-based costing (TDABC) methodology to investigate drivers of cost variation and to elucidate preoperative and intraoperative factors associated with increased cost of outpatient arthroscopic hip labral repair.METHODS: A retrospective analysis of data from January 2020 to October 2021 was performed. Patients undergoing primary hip arthroscopy for labral repair in the outpatient setting were included. Indexed TDABC data from Avant-garde Health's analytics platform were used to represent cost-of-care breakdowns. Patients in the top decile of cost were defined as high cost, and cost category variance was determined as a percent increase between high and low cost. Analyses tested for associations between preoperative and perioperative factors with total cost. Surgical procedures performed concomitantly to labral repair were included in subanalyses.RESULTS: Data from 151 patients were analyzed. Consumables made up 61% of total outpatient cost with surgical personnel costs (30%) being the second largest category. The average total cost was 19% higher for patients in the top decile of cost compared to the remainder of the cohort. Factors contributing to this difference were implants (36% higher), surgical personnel (20% higher), and operating room (OR)consumables (15% higher). Multivariate linear regression modeling indicated that OR time (Standardized beta= 0.504; P < .001) and anchor quantity (standardized beta= 0.443; P < .001) were significant predictors of increased cost. Femoroplasty (Unstandardized beta= 15.274; P= .010), chondroplasty (Unstandardized beta= 8.860; P= .009), excision of os acetabuli (unstandardized beta= 13.619; P= .041), and trochanteric bursectomy (Unstandardized beta= 21.176; P= .009) were also all independently associated with increasing operating time.CONCLUSIONS: TDABC analysis showed that OR consumables and implants were the largest drivers of cost for the procedure. OR time was also shown to be a significant predictor of increased costs.LEVEL OF EVIDENCE: Level IV, economic analysis.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Surgical illustration plays a fundamental role in the surgical field, being able to convey imagery in a more comprehensive way. However, its utility has seen a decline and being slowly replaced by photographs and 3D models. Surgeons are in a unique position that is optimum for producing surgical illustrations due to having direct contact and possesses a deep knowledge of the subject being drawn. The process of producing an illustration may also be valuable to the long-term conceptual understanding of that surgeon. This article aims to highlight the field of surgical illustration, its future potential, and act as a guide for surgeons to start illustrating.", + "input": "Abstract: During the fire in April 2019, part of the central vaulting of the nave of Notre-Dame de Paris collapsed beneath the impact of the fallen spire. The blocks composing the transverse arch were decontaminated, then subjected to archeological examination prior to attempting to dry-mount them (i.e., without mortar) on the ground. The purpose was to collect as much information as possible about the arch itself (its state of conservation, geometry, fashioning of the blocks, assembly, etc.), to consider the possibility of putting the fallen stones back in their original places, and more broadly to improve knowledge about mediaeval cathedral vaulting. This article describes the method used during this mounting, which took place in winter 2020/21. Five criteria of differing kind and importance guided decisions on where to place the voussoirs, which way round to position them, and which to associate with which. Three were taken into consideration from the outset, with the interpretation of two of these changing over time: the non-standardized dimension of the voussoirs (their thickness), the presence of a cross mark on one of the joint faces, and the presence of rectangular notches on the extrados of the blocks for housing the end of a centering system for constructing the vault compartments. Two other criteria were incorporated as work progressed, pertaining to the order in which the blocks were collected after the fire, and the geological facies of the stones, thus introducing the idea of degree of confidence. By the end of this operation, only four blocks had been placed with certainty. Nevertheless, the criteria thereby defined and their weighting have been used as a starting point for other investigation methods. In terms of archaeology, the observations carried out on this arch in these exceptional conditions suggest we should reconsider the dating of the nave vaulting, while throwing light more broadly on the relative chronology of building works on this landmark monument of Gothic architecture. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Studies of the determinants of emigration from Europe from 1850 to 1913 include the gains to migrants but often neglect the costs. One component of those costs is earnings forgone on the voyage. In this paper, I present new data on the voyage times for emigrants from the UK traveling to the United States and to Australia. Between 1853-7 and 1909-13 the voyage time from Liverpool to New York fell from 38 days to just 8 days (or 79 per cent). Over the same years, the emigrant voyage to Sydney fell by more in absolute terms, from 105 days to 46, but by less in relative terms (56 per cent). Differences in profiles of travel times are explained with a focus on the transition from sailing to steam ships and (for Australia) the use of the Suez Canal. Data series for fare prices and foregone wage costs during transit are combined to create new series on the 'total' cost of emigrant voyages. Econometric analysis of the determinants of UK emigration to the United States, Canada, and Australia supports the view that time costs mattered.", - "output": "History", + "input": "Abstract: INTRODUCTION: Studies examining the effects of social participation on activities of daily living (ADL) disability are still scarce.AIM: To assess the reciprocal relationship between ADL disability trajectories and social participation among older Chinese people aged\u226560 years.METHODS: This study included 2976 participants aged\u226560 years in six waves of a community-based survey from 2015 to 2022. Basic activities of daily living (BADL) and instrumental activities of daily living (IADL) were used to assess the ADL disability in each survey. Social participation was assessed by involvement in four social activities and an extensive social participation score. Group-based trajectory modeling was used to identify potential heterogeneity in longitudinal changes over 7 years and explore associations between baseline predictors of group membership and these trajectories.RESULTS: Two BADL disability trajectories were identified: stable (94.8%) and increase (5.2%). Additionally, three IADL disability trajectories were distinguished: stable (73.2%), moderate (20.2%), and increase (6.6%). After controlling for the potential covariates, each point increase in the extensive social participation score correlated with a 17% decrease in the odds of older individuals belonging to the increase BADL trajectory group (OR=0.83, 95% CI=0.68-1.00). For IADL, it decreased the odds of being assigned to the moderate trajectory group by 16% (OR=0.84, 95% CI=0.75-0.95) and to the increase trajectory group by 23% (OR=0.77, 95% CI=0.64-0.93).CONCLUSIONS: Higher levels of social participation among older individuals were more likely to be classified as stable trajectories in both BADL and IADL. Increased participation in social activities by community-dwelling elderly adults may promote healthy aging.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Emotion recognition plays an essential role in human-human interaction since it is a key to understanding the emotional states and reactions of human beings when they are subject to events and engagements in everyday life. Moving towards human-computer interaction, the study of emotions becomes fundamental because it is at the basis of the design of advanced systems to support a broad spectrum of application areas, including forensic, rehabilitative, educational, and many others. An effective method for discriminating emotions is based on ElectroEncephaloGraphy (EEG) data analysis, which is used as input for classification systems. Collecting brain signals on several channels and for a wide range of emotions produces cumbersome datasets that are hard to manage, transmit, and use in varied applications. In this context, the paper introduces the Empatheia system, which explores a different EEG representation by encoding EEG signals into images prior to their classification. In particular, the proposed system extracts spatio-temporal image encodings, or atlases, from EEG data through the Processing and transfeR of Interaction States and Mappings through Image-based eNcoding (PRISMIN) framework, thus obtaining a compact representation of the input signals. The atlases are then classified through the Empatheia architecture, which comprises branches based on convolutional, recurrent, and transformer models designed and tuned to capture the spatial and temporal aspects of emotions. Extensive experiments were conducted on the Shanghai Jiao Tong University (SJTU) Emotion EEG Dataset (SEED) public dataset, where the proposed system significantly reduced its size while retaining high performance. The results obtained highlight the effectiveness of the proposed approach and suggest new avenues for data representation in emotion recognition from EEG signals.", - "output": "Communication", + "input": "Abstract: BACKGROUND: Primary metastatic breast cancer (pMBC) accounts for 5-10% of annual breast cancers with a median survival of 3-4 years, varying among subtypes. In Denmark, the incidence of breast cancer increased until 2010, followed by a stabilisation. Several factors influencing pMBC incidence and survival, including screening prevalence, staging methods, and classification standards, remain pivotal but inadequately documented.MATERIAL AND METHOD: This retrospective observational study involving pMBC patients diagnosed between 2000 and 2020 encompassed all Danish oncology departments. Data from the Danish Breast Cancer Group database and the National Patient Register included diagnosis specifics, demographics, treatment, and follow-up.RESULTS: Between 2000 and 2020, 3,272 patients were diagnosed with pMBC, a rise from 355 patients in 2000-2004 to 1,323 patients in 2015-2020. The increase was particularly observed in patients aged 70 years or older. Changes in tumour subtypes were observed, notably with a rise in human epidermal growth factor receptor 2 (HER2)-positive cases but a steady distribution of estrogen receptor (ER) status. Diagnostic practices changed over the two decades, with 6% evaluated with PET/CT (positron emission tomography-computed tomography) or CT (computed tomography) with a bone evaluation in 2000-2004 and 65% in 2015-2020. Overall survival (OS) improved from 23 months in 2000-2004 to 33 months in 2015-2020. In patients with ER-positive and HER2-positive disease, the multivariable model showed improved survival by year of diagnosis, and further, patients with ER-negative/HER2-negative disease fared worse the first 2 years after diagnosis.INTERPRETATION: Our study delineates changes in the treatment and survival of pMBC over two decades. Stage migration, screening introduction, and changes in registration practice, however, prevent a valid assessment of a possible causal relationship.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To characterize the phases of a new admission interaction between collaborating pediatric residents and fellows; to explore trainee perspectives on motivating and demotivating qualities of that interaction; and to identify behaviors that lead to an optimal new admission interaction.METHODS: The authors used modified grounded theory with experiential learning theory and self-determination theory as sensitizing concepts to conduct 6 focus groups and journey mapping at Stanford Children's Health from January to March 2021. The sessions were audio-recorded and transcribed verbatim. Two authors independently coded the transcripts and developed categories and themes using constant comparison, while a third author reviewed these findings. The qualitative data were triangulated with surveys and journey mapping dataand conceptualized into a model of trainee motivation during the new admission interaction. They outlined an optimal new admission interaction using behaviors consistently described by participants as motivating.RESULTS: Developing inter-trainee trust and educational buy-in is essential for both residents and fellows to feel intrinsically motivated and engaged during a new admission. Residents need to feel autonomous, competent, and related to the team in order to develop trust and buy-in. Fellows require assurance of patient safety to develop trustand a sense of self-efficacy in fostering resident growth to develop buy-in. Lack of trust or buy-in from either party leads to a cycle of trainee disengagement.CONCLUSIONS: Trainee motivation and engagement with patient care can be impacted by discreet, modifiable behavior by their fellow or resident counterpart, which may help improve the quality of care delivered.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Survival of children with cancer has markedly improved over recent decades, largely due to intensified treatment regimes. The intensive treatment may, however, result in fatal complications. In this retrospective cohort study, we assessed temporal variation in the incidence of treatment-related death and associated risk factors among children diagnosed with cancer in Denmark during 2001-2021.METHOD: Among all children diagnosed with first incident cancer before age 15 years recorded in the Danish Childhood Cancer Register (n = 3,255), we estimated cumulative incidence of treatment-related death (death in the absence of progressive cancer) within 5 years from diagnosis using Aalen-Johansen estimators and assessed associated risk factors using Cox regression.RESULTS: Among all 3,255 children with cancer, 93 (20% of all 459 deaths) died from treatment. Of these treatment-related deaths, 39 (42%) occurred within 3 months of diagnosis. The 5-year cumulative incidences of treatment-related death were 3.3% during 2001-2010 and 2.5% during 2011-2021 (p = 0.20). During 2011-2021, treatment-related deaths accounted for more than half of all deaths among children with haematological cancers. Risk factors varied according to cancer group and included female sex, age below 1 year at diagnosis, disease relapse, stem cell transplantation, central nervous system involvement, and metastasis at diagnosis.INTERPRETATION: Despite increasing treatment intensities, the incidence of treatment-related death has remained stable during the past 20 years in Denmark. Still, clinical attention is warranted to prevent treatment-related deaths, particularly among children with haematological cancers. Patient characteristics associated with increased treatment-related death risk support patient-specific treatment approaches to avoid these fatalities.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: AIMS: This study aimed to investigate the feasibility and effectiveness of utilizing three-dimensional (3D) printing technology in the simulation teaching of congenital malformations.METHODS: We conducted a comparative analysis between an experimental group that received traditional teaching supplemented with 3D printing model demonstrations and hands-on model operation, and a control group that received traditional teaching methods. Various parameters, including classroom interest, classroom interaction, learning enthusiasm, disease awareness, teaching satisfaction, and independent operation confidence, were assessed, along with theoretical and practical tests.RESULTS: The results showed no significant difference in theoretical test scores between the two groups (91.92\u00b115.04 vs. 89.44\u00b114.89), but the practical test revealed a significantly higher number of qualified trainees in the experimental group compared to the control group (23 vs. 8). In terms of classroom engagement, both groups exhibited similar levels of interest (8.08\u00b11.52 vs. 8.74\u00b10.984), classroom interaction (7.88\u00b11.97 vs. 8.7\u00b11.33), learning enthusiasm (8.81\u00b11.021 vs. 8.52\u00b11.189), and disease awareness (8.58\u00b10.99 vs. 8.58\u00b10.99). However, the experimental group demonstrated significantly higher teaching satisfaction (8.81\u00b11.06 vs. 9.19\u00b10.96) and greater operation confidence (7.67\u00b12.56 vs. 5.5\u00b12.79) than the control group.CONCLUSION: 3D printing technology can be effectively utilized to create surgical teaching models, enhancing the confidence of standardized training doctors and improving teaching outcomes.", - "output": "Communication", + "input": "Abstract: Medical service fragmentation is a common problem worldwide, and many countries have adopted integration to solve the difficulty. Contrary to developed countries, developing countries such as China must consider how to implement integration under a relatively weak medical foundation. This study aims to evaluate the effect of the Compact Union of County and Township Health Sectors policy on the medical service capacity of a typical integration model represented by Shanxi Province in China and determine the path the policy followed. By using Shanxi's county-level medical integration as a quasi-natural experiment, this study establishes a difference-in-differences model to investigate the effect of the policy using official data. A series of tests are conducted to verify the robustness of the result. Finally, the policy pathway is tested. The results show that the third-level surgeries and outpatient service utilization of leading hospitals and township institutions increased. Still, inpatient service utilization and fourth-level surgeries did not show a significant change in either type of institution. Moreover, the enhancement of leading hospitals' service capacity comes mainly through improving asset efficiency and personal income, while the improvement of township institutions' capacity comes primarily through increased personal income. Compact integration of county-level medical institutions can stimulate and improve service capacity by improving asset efficiency and personal income, even with a weak medical foundation. However, to achieve continuous service capacity improvement, the professional level of county-level institutions must be strengthened with a superior hospital's assistance, and personnel's enthusiasm for active innovation must be cultivated.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Mothers of advanced age, defined as pregnant women aged\u226535years at the time of giving birth, are traditionally known to be associated with increased risks of adverse maternal outcomes. We determined the prevalence of adverse maternal outcomes and associated factors among mothers of advanced age who delivered at Kabale Regional Referral Hospital (KRRH), in Southwestern Uganda.METHODS: We conducted a cross-sectional study at the Maternity Ward of KRRH from April to September 2023. We consecutively enrolled pregnant women aged\u226535years during their immediate post-delivery period and before discharge. We obtained data on their socio-demographic, obstetric, medical characteristics and their maternal outcomes using interviewer-administered questionnaires. We defined adverse maternal outcome as any complication sustained by the mother that was related to pregnancy, delivery and immediate post-partum events (obstructed labour, antepartum haemorrhage, mode of delivery [cesarean or vacuum extraction], postpartum haemorrhage, hypertensive disorders of pregnancy, preterm or postdate pregnancy, anemia, premature rupture of membranes, multiple pregnancy, and maternal death). A participant was considered to have an adverse outcome if they experienced any one of these complications. We identified factors associated with adverse outcomes using modified Poisson regression.RESULTS: Out of 417 participants, most were aged 35-37years (n=206; 49.4%), and had parity\u22655 (65.5%). The prevalence of adverse maternal outcomes was 37.6% (n=157, 95%CI: 33.1-42.4%). Common adverse maternal outcomes included caesarian delivery (23%), and obstructed labour (14.4%). Other complications included anemia in pregnancy (4.5%), chorioamnionitis (4.1%), preterm prelabour rupture of membranes (3.9%), and chronic hypertension and preeclampsia (both 2.4%). Factors associated with adverse maternal outcomes were precipitate labour (adjusted prevalence ratio [aPR]=1.95, 95%CI: 1.44-2.65), prolonged labour, lasting>12h (aPR=2.86, 95%CI: 1.48-3.16), and chronic hypertension (aPR=2.01, 95%CI: 1.34-3.9).CONCLUSION: Approximately two-fifth of the advanced-aged mothers surveyed had adverse outcomes. Mothers with prolonged labour, precipitate labour and chronic hypertension were more likely to experience adverse outcomes. We recommend implementation of targeted interventions, emphasizing proper management of labor as well as close monitoring of hypertensive mothers, and those with precipitate or prolonged labor, to mitigate risks of adverse outcomes within this study population.", - "output": "Demography", + "input": "Abstract: The parameter-free part PA2 & lowast;\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{PA}_2<^>*$$\\end{document} of PA2\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{PA}_2$$\\end{document}, second order Peano arithmetic, is considered. We make use of a product/iterated Sacks forcing to define an omega\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\omega $$\\end{document}-model of PA2 & lowast;+CA(Sigma 21)\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{PA}_2<^>*+ \\textbf{CA}(\\Sigma <^>1_2)$$\\end{document}, in which an example of the full Comprehension schema CA\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{CA}$$\\end{document} fails. Using Cohen's forcing, we also define an omega\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\omega $$\\end{document}-model of PA2 & lowast;\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{PA}_2<^>*$$\\end{document}, in which not every set has its complement, and hence the full CA\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\textbf{CA}$$\\end{document} fails in a rather elementary way.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Russian government has long since engaged in an information campaign of propaganda and disinformation as a major part of foreign policy. This has been taken to new heights since the invasion of Ukraine in February 2022. In this study, we investigate pro-Russian misinformation within the opening weeks of the invasion in 6 languages: English, Japanese, Spanish, French, German, and Korean. Using Twitter data, we apply a combination of network and language embedding models to identify popular topics of misinformation amongst users in each language. Despite English users forming the most dominant language base on Twitter, we find that the popularity of misinformation in Japanese regularly outstrips English for certain topics. Misinformation shared by Spanish users is also over-represented in proportion to its much smaller user base. Our results provide insight into the current state of misinformation in each language. While we discuss some of the possible drivers behind the factors such as language over-representation, our study also highlights the need for further cross-lingual misinformation research in order to better understand this phenomena in a truly global context.", - "output": "Communication", + "input": "Abstract: An interdisciplinary scientific project composed of different work groups was set up after the fire of Notre-Dame cathedral in 2019 which aims at studying all different aspects of the building and its evolutions from the 12th to the 19th century. One of them is the Metal work group who investigates the use of iron and lead in this monument and try for instance to trace the history of lead uses in the construction and restorations of cathedrals. The present paper focuses on the case of Notre-Dame de Paris, a jewel of French gothic architecture to question the role of this metal in its structure, to determine the quantities used and to investigate issues related to its provisioning and its recycling. Paradoxically, though the fire of 15th April 2019 melted almost the whole lead roof as well as decorative elements on the spire, lost forever for scientific investigations, it also enabled to reveal hidden parts of the cathedral where lead used as sealing became accessible thanks to scaffolding. A methodology combining archaeology, archive record study and archaeometry was implemented to study the remaining lead in the cathedral leading to a textual approach coupled with a material approach. Two case studies are considered in this paper as representative of lead uses at different periods of the cathedral's life: in medieval masonry with cramp's sealings in the tribunes, and on the sacristy's roof dating from the 19th century. For the first case, a chronology of the construction will be suggested and for the second a discussion between chemical analyses and archive records will be opened. (c) 2023 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The paradigm of values adopted by the global health community has a palpable, albeit often unseen, impact on patient health care. In this Viewpoint, we investigate an inherent tension in the core values of medical ethics and clinical practice that could explain why paediatric health care faces resource constraints despite compelling economic and societal imperatives to prioritise child health and wellbeing. The dominant narrative in the philosophy of medicine tends to disproportionately underscore values of independence and self-determination, which becomes problematic in the context of paediatric patients, who by their very nature epitomise vulnerability and dependence. A double-jeopardy situation arises when disadvantaged children see their inherent dependence leveraged against them. We illustrate this predicament through specific examples relating to rights and obligations and to autonomy. Alternative value perspectives-communitarianism and relational autonomy-might offer more robust protection for vulnerable children. A shift away from the dominant narrative towards a more explicit and inclusive discussion of values is necessary. Such a shift requires giving a legitimate platform to diverse perspectives, with the presumption that collective moral progress is possible; this endeavour is embodied by global bioethics. Successful implementation of global bioethics, in turn, hinges on close collaboration between practicing clinicians and bioethicists. Taking global bioethics seriously and actively pursuing collaboration could help the global health community achieve more equitable health care.", + "input": "Abstract: Some ecofeminist scholars have argued that being a feminist entails being a contextual vegan. Donna Haraway has opposed this position and received extensive critique. Yet no one, to my knowledge, has systematically studied how Haraway's theory can enrich ecofeminist vegan literature. To this end, I first establish the method of analysis, and/or framework, I use to read Haraway's work, what I call, interconstitutionality. Next, I delineate the limitations of Haraway's thinking insofar as it assumes a position of human dominion over animals. I then explore some aspects of Haraway's theory that can enrich ecofeminist vegan scholarship and provide insights to go beyond the limits of Haraway's corpus regarding: (1) the entanglements and embodied vulnerabilities that constitute human and non-human animals; (2) the agency of animals and the importance of curiosity and respect in leading just lives with other than human animals; (3) the ethical relevance of otherness, difference, and vulnerability at multiple scales: subject, community/herd, species, and cross-species (e.g., there are shared vulnerabilities between beings who are pregnant regardless of the species they belong to); and (4) the unavoidable violence that human existence entails. The text closes by affirming an ecofeminist non-anthropocentric vegan ontology and ethico-politics that aspires to overcome human dominion over animals.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper analyses the formation of high Sr2+ concentration in strong alkaline (pH=9.5-12.5) groundwater using data of the 27 years of observations around the destroyed Chernobyl NPP Unit 4. It appears that the formation of strong alkaline groundwater in different monitoring wells is consistent with the distribution of 90Sr, pH and main ions. The reason for the increase in 90Sr concentrations is the process of its migration from the sources of contamination - leaks of highly active water localized in certain premises inside the Shelterobject. These computational experiments showed that for the groundwater in pH range 9.5-12.4, the concentration of strontium in the form of SrOH+increases and in the form of Sr2+ - decreases. In addition, the fraction of 90Sr in the form of a soluble neutral complex compound SrCO30, which is not sorbed, reaches 14-35%. Increased fractions of 90Sr in forms of SrOH+ and SrCO3 are factors which reduce the isotope ability to be sorbed by soils and therefore increase its migration ability. In strongly alkaline groundwater a sharp increase in 90Sr volumetric activity may also be caused by ionic strength (IS) increase above 5mmol/L. Thus, the factors that influence the increase in 90Sr volumetric activity in strongly alkaline groundwater are the formation of its complex compounds and an increase in ionic strength (IS), which reduces the thickness of the double electric layer and, as a result, reduces the sorption capacity of soils.", - "output": "History", + "input": "Abstract: PURPOSE: This study aimed to ascertain the prevalence and risk factors for developing staphylococcal urinary tract infections (UTIs) in the Casablanca area of Morocco.METHODS: In Casablanca, Morocco, a retrospective evaluation of 772 UTIs patients was conducted between January 2020 and December 2022. The research included two groups of patients: those with staphylococcal UTIs and those without. Sex, age, chronic illnesses, antibiotic exposure, urinary catheterization, urological surgery, and UTIs history were the risk variables assessed. We employed a logistic regression model to identify the characteristics that were predictive of staphylococcal UTIs.RESULTS: Eight staphylococcal species were responsible for 16.84% of UTIs in 772 non-repeating individuals. Patients infected with S. saprophyticus (35.38%) were the most common, followed by those infected with S. epidermidis (24.61%), S. aureus (13.85%), and S. hemolyticus (10.78%). Multivariate logistic regression analysis revealed that male sex (95% CI: 0.261-0.563), immunosuppression and immunosuppressive treatments (95% CI: 0.0068-0.64), chronic diseases (95% CI: 0.407-0.965), previous UTIs (95% CI: 0.031-0.228), frequency of urination more than 8 times a day (95% CI:1.04-3.29), frequency of urination once or twice a day (95% CI: 1.05-2.39), and urinary catheterization (95% CI: 0.02-0.22) were the most likely predictors of staphylococcal UTIs. In addition, a larger proportion of patients with staphylococcal UTIs were made aware of the risk factors associated with staphylococcal UTIs (52.31%, chi2=4.82,=0.014).CONCLUSIONS: This is the first global study to evaluate the predictive factors for acquiring UTIs caused by staphylococci. Monitoring these factors will enable medical authorities to devise effective strategies for managing UTIs and combating antibiotic resistance.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: V & amacr;dany & amacr;ya is one of the representative works of Dharmak & imacr;rti. It is concerned with debate logic and deals with win-or-lose reasoning rules in the broad sense of logic. In this paper, we will concentrate our discussion on Dharmak & imacr;rti's theory of nigrahasth & amacr;na (fault) in his debate logic, a key issue in V & amacr;dany & amacr;ya. First, we point out that the justification of three logical reasons as proof conditions of debate constitutes the rational point of departure for Dharmak & imacr;rti's debate logic. Second, we analyze the differences between Dharmak & imacr;rti's and the Naiy & amacr;yika's notion of debate and point out that Dharmak & imacr;rti's 'debate' involves two parties (the disputant and the opponent) attempting to rationally refute the other's opinion to persuade the other to change their wrong ideas. Last, based on the discussion of Dharmak & imacr;rti's concept of debate logic, we identify seven types of nigrahasth & amacr;na in V & amacr;dany & amacr;ya with regard to the two parties of a debate (the disputant and the opponent).", - "output": "Philosophy", + "input": "Abstract: In recent times, the advent of AI-based optical character recognition (OCR) has garnered significant attention in the realm of digital text conversion. However, it is imperative to note that OCR solely identifies individual characters or words, and lacks the ability to reunite them into cohesive units such as words or sentences. Consequently, the manual sorting of them to establish the appropriate reading order has emerged as a bottleneck. In this paper, we present an algorithm termed adjacent character detection (ACD), designed to serve as a post-processing of OCR, facilitating automatic digital text conversion. The algorithm involves line segmentation through a quad-ACD scan (up-down-down-up), allowing it to consecutively discern characters within a column based on their adjacency relations. Conventional projection profile analyses have struggled to effectively partition the distinct internal structure of Chinese historical text, where two annotation columns often subdivide from a single body column. In contrast, our ACD algorithm employs an approach, reuniting adjacent characters rather than fragmenting the entire text into isolated entities. Additionally, ACD algorithm enabled body/annotation classification for OCR-detected characters based on the pattern analysis of its quad scan. This cumulative information empowers the conversion of digital text in a desired reading order. To assess the efficacy of the proposed algorithm, a set of ground-truth OCR result was subjected to rigorous testing, culminating in a reading order accuracy of 98.6%. Noteworthy robustness was also demonstrated in the face of misaligned columns, experimentally induced by applying tilt, warp, and wavy noises to the original digital images. Lastly, the algorithm was integrated with two pre-developed OCR models, resulting in a reading order accuracy of 97.7%. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Accurate risk prediction of morbidity and mortality in patients with heart failure with preserved ejection fraction (HFpEF) may help clinicians risk stratify and inform care decisions. Objective To develop and validate a novel prediction model for clinical outcomes in patients with HFpEF using routinely collected variables and to compare it with a biomarker-driven approach. Design, Setting, and Participants Data were used from the Dapagliflozin Evaluation to Improve the Lives of Patients With Preserved Ejection Fraction Heart Failure (DELIVER) trial to derive the prediction model, and data from the Angiotensin Receptor Neprilysin Inhibition in Heart Failure With Preserved Ejection Fraction (PARAGON-HF) and the Irbesartan in Heart Failure With Preserved Ejection Fraction Study (I-PRESERVE) trials were used to validate it. The outcomes were the composite of HF hospitalization (HFH) or cardiovascular death, cardiovascular death, and all-cause death. A total of 30 baseline candidate variables were selected in a stepwise fashion using multivariable analyses to create the models. Data were analyzed from January 2023 to June 2023. Exposures Models to estimate the 1-year and 2-year risk of cardiovascular death or hospitalization for heart failure, cardiovascular death, and all-cause death. Results Data from 6263 individuals in the DELIVER trial were used to derive the prediction model and data from 4796 individuals in the PARAGON-HF trial and 4128 individuals in the I-PRESERVE trial were used to validate it. The final prediction model for the composite outcome included 11 variables: N-terminal pro-brain natriuretic peptide (NT-proBNP) level, HFH within the past 6 months, creatinine level, diabetes, geographic region, HF duration, treatment with a sodium-glucose cotransporter 2 inhibitor, chronic obstructive pulmonary disease, transient ischemic attack/stroke, any previous HFH, and heart rate. This model showed good discrimination (C statistic at 1 year, 0.73; 95% CI, 0.71-0.75) in both validation cohorts (C statistic at 1 year, 0.71; 95% CI, 0.69-0.74 in PARAGON-HF and 0.75; 95% CI, 0.73-0.78 in I-PRESERVE) and calibration. The model showed similar discrimination to a biomarker-driven model including high-sensitivity cardiac troponin T and significantly better discrimination than the Meta-Analysis Global Group in Chronic (MAGGIC) risk score (C statistic at 1 year, 0.60; 95% CI, 0.58-0.63; delta C statistic, 0.13; 95% CI, 0.10-0.15; P < .001) and NT-proBNP level alone (C statistic at 1 year, 0.66; 95% CI, 0.64-0.68; delta C statistic, 0.07; 95% CI, 0.05-0.08; P < .001). Models derived for the prediction of all-cause and cardiovascular death also performed well. An online calculator was created to allow calculation of an individual's risk. Conclusions and Relevance In this prognostic study, a robust prediction model for clinical outcomes in HFpEF was developed and validated using routinely collected variables. The model performed better than NT-proBNP level alone. The model may help clinicians to identify high-risk patients and guide treatment decisions in HFpEF.", + "input": "Abstract: OBJECTIVES: Exposure to cigarette smoke introduces a large amount of nicotine into the bloodstream through the lungs. So, smoking can be a risk factor for many diseases. The present study was conducted to investigate the effect of active and passive cigarette smoke on the blood lipid profile and dyslipidemia.METHODS: This cross-sectional study was performed on 5052 individuals who participated in the recruitment phase of the Shahedieh cohort study. A logistic regression model was used to investigate the relationship between smoking exposure status and lipid profiles.RESULTS: The prevalence of abnormal low-density lipoprotein-cholesterol (LDL-C), abnormal HDL-C, abnormal total cholesterol (TC), abnormal triglyceride (TG), and dyslipidemia were 254 (5.00%), 562 (11.10%), 470 (9.30%), 1008 (20.00%), and 1527 (30.20%), respectively. Adjusting for confounders, it was observed that current smokers had higher odds of having abnormal HDL-C [OR (95% CI), 2.90 (2.28-3.69)], abnormal TG [OR (95% CI), 1.71 (1.38-2.13)] and dyslipidemia [OR (95% CI), 1.86 (1.53-2.25)]. Ex-smokers also had greater odds of abnormal HDL-C [OR (95% CI), 1.51 (1.06-2.16)] compared to non-smokers who were not exposed to cigarette smoke.CONCLUSIONS: The findings indicated that current smokers had higher TG and lower HDL. So, necessary measures should be taken to reduce smoking. The findings also showed that the prevalence of abnormal TG and HDL in ex-smokers was lower than in current smokers. Therefore, the existence of incentive policies to quit smoking seems necessary.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Community-based dental education (CBDE) has been an essential advancement in dental education in recent decades, enhancing it in many aspects. This study aimed to determine the characteristics and improvements of CBDE in dental schools in Iran.METHODS: In the present descriptive study, an electronic questionnaire, including 18 yes/no, multiple choice, and short answer questions about the nature and extent of CBDE and students' experience in CBDE, was used. In early 2021, the questionnaires were mailed to the deans of all 43 dental schools in Iran under the supervision of the Council for Dental Education of the Iranian Ministry of Health and Medical Education. Reminder calls were made after 6 and 12 weeks. Dental schools that did not follow the CBDE program were excluded. The responses were analyzed descriptively.RESULTS: Thirty-six dental schools completed the questionnaire (response rate: 84%). Seventeen schools (47%) reported having CBDE in their dental program. Sites lacking a well-equipped dental setting were the most used out of all extramural sites. The number of weeks dedicated to CBDE ranged between 1 and 20 (median: 4). The most common dental procedures practiced in extramural sites were pediatric dentistry (100%), restorative dentistry (71%), and dental examination (59%). The student-to-supervisor ratio in CBDE ranged between 3 and 15 (median: 5). In most schools (65%), the staff involved in directing CBDE were Community Oral Health PhDs.CONCLUSIONS: An increasing number of Iranian dental schools have integrated CBDE into their undergraduate dental curriculum. The characteristics and extent of this educational strategy vary widely among dental schools. CBDE can be more effective by making positive changes in dental programs.", - "output": "Education", + "input": "Abstract: The Qinghai-Tibet Plateau has low anthropogenic carbon emissions and large carbon stock in its ecosystems. As a crucial region in terrestrial ecosystems responding to climate change, an accurate understanding of the distribution characteristics of soil carbon density holds significance in estimating the soil carbon storage capacity in forests and grasslands. It performs a crucial role in achieving carbon neutrality goals in China. The distribution characteristics of carbon and carbon density in the surface, middle, and deep soil layers are calculated, and the main influencing factors of soil carbon density changes are analyzed. The carbon density in the surface soil ranges from a minimum of 1.62 kg/m(2) to a maximum of 52.93 kg/m(2). The coefficient of variation for carbon is 46%, indicating a considerable variability in carbon distribution across different regions. There are substantial disparities, with geological background, land use types, and soil types significantly influencing soil organic carbon density. Alpine meadow soil has the highest carbon density compared with other soil types. The distribution of soil organic carbon density at three different depths is as follows: grassland > bare land > forestland > water area. The grassland systems in the Qinghai-Tibet Plateau have considerable soil carbon sink and storage potential; however, they are confronted with the risk of grassland degradation. The grassland ecosystems on the Qinghai-Tibet Plateau harbor substantial soil carbon sinks and storage potential. However, they are at risk of grassland degradation. It is imperative to enhance grassland management, implement sustainable grazing practices, and prevent the deterioration of the grassland carbon reservoirs to mitigate the exacerbation of greenhouse gas emissions and global warming. This highlights the urgency of implementing more studies to uncover the potential of existing grassland ecological engineering projects for carbon sequestration.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Uncomplicated urinary tract infections (UTIs) in women are among the most common bacterial infections in primary care. Given the health threats related to the overuse of antibiotics, alternative options are of increasing importance. Patient-reported outcome measures are valuable tools for including the patients' perspective when evaluating the efficacy of these strategies. Aiming to identify a suitable instrument to measure the severity and bothersomeness of UTI symptoms in women, we performed a systematic review of the literature and identified the Holm and Cordoba Urinary Tract Infection Score (HCUTI), which measures the severity, bothersomeness, and impact of uncomplicated UTIs on daily activities. This instrument showed sufficient content validity but needs translation and further validation before it can be used in German research.OBJECTIVE: For use in the German setting, we aim (1) to perform translation and linguistic validation of the HCUTI and (2) to evaluate content validity and psychometric properties of the German version of the HCUTI in a population of women with uncomplicated UTIs.METHODS: The HCUTI will be translated and linguistically validated using the dual-panel method. This process involves a bilingual translation panel and a lay panel to check the comprehensibility of the translation. Content validity of the translated questionnaire will be assessed using cognitive interviews according to the criteria for good content validity as recommended by the COSMIN (Consensus-based Standards for the selection of health Measurement Instruments) group involving women with uncomplicated UTIs and health care professionals. Subsequent psychometric validation of the German version of the HCUTI in a population of women with uncomplicated UTIs will include the assessment of structural validity, internal consistency, test-retest reliability, construct validity, responsiveness, and interpretability.RESULTS: Results of the translation and linguistic validation process and the results of the content validity study were obtained in September 2023 and will be published separately. Data on the psychometric properties of the German version of the HCUTI are anticipated in mid-2024.CONCLUSIONS: We expect that data from the content validity study will provide important suggestions for potential modifications of the HCUTI for use in the German setting. The final version of the questionnaire will be used for the assessment of its psychometric properties in a large population of women with uncomplicated UTIs.INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/49903.", - "output": "Communication", + "input": "Abstract: This study examined the multiple-deficit hypothesis among Arabic-speaking elementary school students. A total of 90 students, divided into three main groups based on their performance on an Arabic word-reading task: dyslexic (n = 30), regular age-matched (n = 30), and 3rd-grade regular students, who were matched to the dyslexic group in regard to their reading proficiency level (n = 30). Participants underwent a nine-domain Arabic reading experiment that measured accuracy and fluency to evaluate general reading proficiency. The performance of Arabic dyslexic students was significantly worse than age-matched controls, but similar to young matched controls based on the reading level of each cognitive task. Moreover, dyslexic students showed deficits in three or more cognitive functions, depending on severity. This study adds to the limited empirical research on the double-deficit hypothesis and its extension to the multiple-domain model among young Arabic students.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Doxycycline (DOX) represents a second-generation tetracycline antibiotic that persists as a challenging-to-degrade contaminant in environmental compartments. Despite its ubiquity, scant literature exists on bacteria proficient in DOX degradation. This study marked a substantial advancement in this field by isolating Chryseobacterium sp. WX1 from an activated sludge enrichment culture, showcasing its unprecedented ability to completely degrade 50mg/L of DOX within 44h. Throughout the degradation process, seven biotransformation products were identified, revealing a complex pathway that began with the hydroxylation of DOX, followed by a series of transformations. Employing an integrated multi-omics approach alongside in vitro heterologous expression assays, our study distinctly identified the tetX gene as a critical facilitator of DOX hydroxylation. Proteomic analyses further pinpointed the enzymes postulated to mediate the downstream modifications of DOX hydroxylation derivatives. The elucidated degradation pathway encompassed several key biological processes, such as the microbial transmembrane transport of DOX and its intermediates, the orchestration of enzyme synthesis for transformation, energy metabolism, and other gene-regulated biological directives. This study provides the first insight into the adaptive biotransformation strategies of Chryseobacterium under DOX-induced stress, highlighting the potential applications of this strain to augment DOX removal in wastewater treatment systems containing high concentrations of DOX.", - "output": "Economics", + "input": "Abstract: Archaeological evidence supports sporadic seafaring visits to the Eastern Mediterranean island of Cyprus by Epipaleolithic hunter-gatherers over 12,000 years ago, followed by permanent settlements during the early Neolithic. The geographical origins of these early seafarers have so far remained elusive. By systematically analysing all available genomes from the late Pleistocene to early Holocene Near East (c. 14,000-7000 cal BCE), we provide a comprehensive overview of the genetic landscape of the early Neolithic Fertile Crescent and Anatolia and infer the likely origins of three recently published genomes from Kissonerga-Mylouthkia (Cypriot Late Pre-Pottery Neolithic B, c. 7600-6800 cal BCE). These appear to derive roughly 80% of their ancestry from Aceramic Neolithic Central Anatolians residing in or near the Konya plain, and the remainder from a genetically basal Levantine population. Based on genome-wide weighted ancestry covariance analysis, we infer that this admixture event took place roughly between 14,000 and 10,000 BCE, coinciding with the transition from the Cypriot late Epipaleolithic to the Pre-Pottery Neolithic A (PPNA). Additionally, we identify strong genetic affinities between the examined Cypro-LPPNB individuals and later northwestern Anatolians and the earliest European Neolithic farmers. Our results inform archaeological evidence on prehistoric demographic processes in the Eastern Mediterranean, providing important insights into early seafaring, maritime connections, and insular settlement.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We submitted a joint response to the Competition and Markets Authority's (CMA) consultation on its proposed market investigation into the UK veterinary services market for pets in April, following the initial review, which outlined a number of concerns.", - "output": "Economics", + "input": "Abstract: Novel medical devices must conform to medical device regulation (MDR) for European market entry. Likewise, chemicals must comply with the Registration, Evaluation, Authorization and Restriction of Chemicals (REACh) regulation. Both pose regulatory challenges for manufacturers, but concordantly provide an approach for transferring data from an already registered device or compound to the one undergoing accreditation. This is called equivalence for medical devices and read-across for chemicals. Although read-across is not explicitly prohibited in the process of medical device accreditation, it is usually not performed due to a lack of guidance and acceptance criteria from the authorities. Nonetheless, a scientifically justified read-across of material-based endpoints, as well as toxicological assessment of chemical aspects, such as extractables and leachables, can prevent failure of MDR device equivalence if data is lacking. Further, read-across, if applied correctly can facilitate the standard MDR conformity assessment. The need for read-across within medical device registration should let authorities to reconsider device accreditation and the formulation of respective guidance documents. Acceptance criteria like in the European Chemicals Agency (ECHA) read-across assessment framework (RAAF) are needed. This can reduce the impact of the MDR and help with keeping high European innovation device rate, beneficial for medical device patients.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Depression during pregnancy is a significant health concern that can lead to a variety of short and long-term complications for mothers. Unfortunately, there is a lack of information available on the prevalence and predictors of prenatal depression in rural eastern Ethiopia. This study assessed prenatal depression and associated factors among pregnant women attending public health facilities in the Babile district, Eastern Ethiopia.METHOD: An institution-based cross-sectional study was conducted among 329 pregnant women attending Babile District Public Health Facilities from November 1 to December 30, 2021. Bivariable and multivariable logistic regression were used to identify factors associated with prenatal depression. The adjusted odds ratio (AOR) with a 95% confidence interval was used to report the association, and the significance was declared at a p-value<0.05.RESULTS: The prevalence of prenatal depression was 33.1% (95% CI=28.0%, 38.2%). A lower income (AOR=3.85, 95% CI=2.08, 7.13), contraceptive use (AOR=0.53, 95% CI=0.28, 0.98), unintended pregnancy (AOR=2.24, 95% CI=1.27, 3.98), history of depression (AOR=5.09, 95% CI=2.77, 9.35), poor social support (AOR=5.08, 95% CI=2.15, 11.99), and dissatisfied marriage (AOR=2.37, 95% CI=1.30, 4.33) were the factors associated with increased prenatal depression among pregnant women.CONCLUSIONS: One in every three pregnant women in rural eastern Ethiopia had prenatal depression. Monthly income, contraceptive use, pregnancy intention, history of depression, social support, and marriage satisfaction status were the determinants of prenatal depression. Preventing unintended pregnancies by encouraging women to utilize modern contraceptive methods is essential for mitigating and controlling the risks and burdens of prenatal depression and its negative consequences.", - "output": "Demography", + "input": "Abstract: A central function of the Black Lives Matter (BLM) movement in the United States has been to center and express the lived experiences of Black people within the social and political framework of white supremacy. Regarding reproductive justice, BLM, as well as organizations like the Black Mamas Matter Alliance and Sistersong, have drawn political attention to the oppressive parameters existing for pregnant people birthing while Black. Attention to disparities in health and birth outcomes for Black persons has necessary positive effects, such as the ability to produce data on the deleterious effects of anti-Blackness. However, discourses surrounding Black birthing persons can function to obfuscate the collective action undertaken by Black women and non-Black women of color. In this paper, I argue the hyper-focus on the problems Black pregnant/birthing persons face has at least four issues: (1) it encourages an ontological collapse wherein Black birthers are positioned as problems, rather than human beings facing problems; (2) obscures the collective action and care Black women undertake to support one another; (3) results in state solutions that rely on underpaid and volunteer labor of Black and non-Black women of color; and (4) focuses myopically on the time period of pregnancy and birthing for Black persons.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: Human papillomavirus (HPV) presents a potential threat to the onset of carcinogenesis in the cervix, anogenital regions, and oropharynx. HPV encompasses over 200 types, with at least 12 having the potential to cause cancer, impacting the majority of sexually active individuals. In this current research, we explore the occurrence and spread of HPV genotypes.MATERIAL AND METHODS: During this cross-sectional study conducted in Sanandaj, Iran from Feb 2022 to Aug 2023, diverse samples including oral, vaginal, and genital were collected from individuals referred to private laboratories in Sanandaj, Iran. After sample collection and DNA extraction (FAVORGEN, Taiwan), they were subjected to PCR and genotyping (MehrViru, Iran). The subsequent statistical analysis unveiled infection rates across different demographics and age groups. STATA (version 17) were used for statistical analysis. We examined infection rates across demographics using t-tests and Odds Ratio.RESULTS: Overall, 26% (249) out of 950 cases tested positive for HPV, with 69% of these classified as high-risk. Among the examined population, 98% (933) were female, and 2% (17) were male. Females aged 31-40 exhibited the highest percentage of HPV prevalence (115/460) in the study with the majority of positive cases belonging to HR genotypes. The overall most frequent genotypes identified were 6, 16, 52, 53, 51, 58, and 56. HPV-16 exhibited the highest frequency among HR genotypes, accounting for 42 (17%) occurrences, followed by HPV-52 with a frequency of 32 (13%).CONCLUSION: Our findings emphasize the significant prevalence of HPV among females, particularly in the 21-30 age group. The identification of high-risk genotypes, underscores the importance of targeted interventions for specific age cohorts. The age-stratified analysis highlights a consistent predominance of high-risk HPV across age groups, indicating the need for age-specific preventive measures. These results contribute valuable information for designing effective screening and vaccination strategies, to alleviate the impact of diseases associated with HPV.", - "output": "Demography", + "input": "Abstract: Can a hearer be rationally justified to have beliefs based on testimony alone when the source of his information is known to have conflicting epistemic goals? When it comes to belief justification, existing theories either recommend avoiding epistemic conflicts of interest or ignoring them. This is an important epistemological limitation. A theory that comes in degrees, capable of explaining what beliefs we are justified to hold and why, despite epistemic conflict of interest, is still lacking. Building on a game-theoretical approach, I suggest such a theory and argue that the hearer can justify some beliefs on testimony alone. This justification relies on an equilibrium concept, which is only reached in the long run. In addition, the hearer's justified beliefs will always be less accurate than those held by the original source. For instance, assume the speaker is a climate scientist who has good reasons to believe that a 2 circle \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$<^>{\\circ }$$\\end{document} C increase in temperature will lower the current global GDP by 10 percentage points. Under epistemic conflict of interest, a hearer will typically be justified to a belief close to that value, but not equal to it. The smaller the epistemic conflict of interest, the closer, on average, the hearer's and speaker's belief. These results highlight the importance of scientific norms which, in practice, are the embodiment of these equilibrium mechanisms and thus of scientific credibility.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article explores the complex material history of the portrait collection of Indigenous delegates by Henry Inman (1801-1846), and the ethical dilemmas raised during the last conservation campaign. The so-called 'Indian Gallery,' painted by Charles Bird King and copied by Henry Inman in the late 1830s, offers a study case on how conservation can contribute to the visibility of this unique series of 27 Indigenous delegates portraits. Originally commissioned for Thomas L. McKenney as first Superintendent of Indian Affairs, the meaning of Henry Inman's copies shifted when they entered the Peabody Museum of Archeology and Ethnology in 1882. Turned into 'docile objects' their new display had them fit a different ethnographic discourse. Recently transferred to the Harvard Art Museums (2023), the last conservation campaign challenged this discourse and proposed new ways to look at the collection offering a new interpretation through material analysis.", + "input": "Abstract: Deacidification is a necessary and urgent means of protecting acidified paper documents. However, the contradiction between deacidification efficiency and uniformity in existing aqueous or organic phase deacidification methods has not been resolved yet, which is mainly attributed to the differences in capillary action of paper on solvents with different polarities. In this work, a strategy of two-phase deacidification was proposed to achieve efficient and uniform deacidification and long-lasting aging resistance. Impregnation of nano magnesium oxide organic dispersion of deacidified paper achieved efficient batch deacidification and sufficient alkali reserve. Using ultrasonic atomization of saturated calcium hydroxide aqueous solution, the penetration of alkaline substances into paper promoted uniform deacidification based on strong capillary action. Meanwhile, microstructural reinforcement of paper fibers was achieved based on the multiple interactions. This method can endow the treated paper with better thermal stability and long-lasting aging resistance. After artificial accelerated aging for 30 d, the treated paper samples still maintained the highest tensile index (18.46 Nm/g), folding endurance (8.5 times), tear index (3.95 mN center dot m2/g) and displayed negligible chromatic aberration (AE = 2.46 +/- 0.21). This method greatly extends the lifespan of acidified paper, which has significant value for the protection of paper documents. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The potential scale of industrial outputs in the ancient world is often underestimated in current archaeological studies due to the lack of surviving artifacts for validation of the production scale. However, production traces left on extant artifacts can help us reconstruct production methods, and thus reveal the potential scale of production outputs of certain industries, even although there may not be a sufficient number of existing artifacts to demonstrate such volumes. The bronze bell casting industry operating in around 500 BCE in Xinzheng in Henan province, China, can be used as an example to demonstrate the then use by bell casters of the pattern-block method to efficiently create multiple bells sharing identical components. With their strong focus on efficiency, production speed, and low production costs, these casters intelligently designed assembly lines and assembled identical components replicated from models to prepare molds for casting. Knowledge of their production methods and currently preserved bells can provide evidence that the bell casting industry produced industrial outputs on a massive scale that was rare in the ancient world. This article also shows how innovative methods such as 3D model superimposition can be used to validate these hypotheses.", - "output": "Archaeology", + "input": "Abstract: The fire at Notre-Dame de Paris led to the discovery of several series of previously unknown iron armatures, which were systematically recorded. Amongst them, several iron staples from the top of the eaves walls, lead crest reinforcements and a sample of the tie rods used in the choir in the 19th century were analysed by metallography and tensile tests in order to determine their nature and mechanical characteristics. These results can be put into perspective with previous studies on such monuments. The chemical analysis with SEM-EDS of the slag inclusions contained in the matrix of these ferrous alloys makes it possible to determine the technical processes used for their production throughout the construction and restoration of the building, highlighting several differences depending on the typologies of the iron armatures. This information is complemented by a series of radiocarbon dates currently being carried out to better understand the periods of use of these ferrous reinforcements. When compared with those of other materials, these dates could be used to recalibrate the phasing of the building. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The ability to answer complex scientific questions depends on the experimental methods available. New methods often allow scientists to answer questions that were previously intractable, leading to discoveries that often dramatically change a field. Beginning with Max Delbruck's famous summer phage course at Cold Spring Harbor Laboratory in 1945, the Phage, Bacterial Genetics, and Advanced Bacterial Genetics courses have provided hands-on experiences to generations of scientists that facilitated the broad adoption of new experimental methods into laboratories around the world. These methods have led to discoveries that changed the way we think about genetics, bacteria, and viruses, transforming our understanding of biology. The impact of these courses has been further amplified by published laboratory manuals that provide detailed protocols for the evolving experimental toolkit. These courses catalyzed intensive and critical discourse about ideas that were previously intractable and provided novel experimental approaches to answer new questions-a process that epitomizes Thomas Kuhn's concepts of Scientific Revolution, spinning off the new field of Molecular Biology and dramatically changing the field of microbiology.", - "output": "History", + "input": "Abstract: OBJECTIVE: This article introduces a novel approach called Digital Weighted Multi Criteria Decision Making (DWMCDM) that employs interval valued fuzzy sets to select the best contractor for building projects. The contractor is chosen based on the pre-qualification and bid evaluation phases. In the first phase, the distance between the actual and required skills of the significant criteria is determined, and it is then converted into digital weighted distances to identify the maximum number of criteria related to the specific project of each contractor. The second step ranks the best contractor based on the bid price and digital weighted distances.RESULTS: The suggested technique integrates the pre-qualification and bid review phases to address project award delays and other restrictions. Finally, a real-world application is addressed to demonstrate the applicability of the proposed approach to any type of interval valued fuzzy inputs.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Until the 17th century, the Dutch coastal region of Zeeland ranked among Europe's most urbanized areas, driven by thriving international trade networks. People living in this time of flourishing economy benefitted enormously from it in terms of employment opportunities and working conditions, which were reportedly better than in the rest of the Low Countries. However, the rapid growth of Zeeland's urban centers likely presented increasing challenges for the population in terms of accessing essential resources, including food, clean water, and housing. In the 19th century, Zeeland's economy ultimately faced a significant downturn due to the decline in the maritime trade, leading to a substantial reduction in its urban population. Examining patterns of urbanization and economic histories that differ from the commonly studied thriving industrial contexts in bioarcheological research, as exemplified by Zeeland, is a crucial yet relatively underexplored facet in our efforts to understanding the human past. To address this gap, this study investigates the impact of urbanization on the health of Zeeland's inhabitants over time by analyzing nonspecific stress markers (i.e., cribra orbitalia, porotic hyperostosis, and linear enamel hypoplasia) and chronic maxillary sinusitis in a sample of 246 individuals from three urban sites dating from 1030 to 1800 CE. Our analysis of skeletal remains reveals significant differences in the prevalence of porotic hyperostosis, linear enamel hypoplasia, and sinusitis between the medieval and post-medieval periods. These findings suggest that de-urbanization and economic decline adversely affected the health and well-being of the populations under study, influenced by factors such as working conditions and food availability. This study provides a new perspective on bioarcheological approaches to urbanization, shedding light on the intricate realities of urbanization in Zeeland and offering important insights into its complexities.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Despite the prevalence of non-English languages in the US population, existing medical training to teach communication with linguistically diverse communities is limited to electives or solely focuses on medical interpreting. Language-appropriate communication skills are seldom comprehensively integrated in medical education. This study describes the development and evaluation of an intervention to teach foundational language equity concepts.METHODS: The authors implemented a pre-clinical language equity course at three medical school campuses between August 2020 and March 2022. Sessions focused on the impact of language in health, physician language proficiency standards, and working with medical interpreters. The study sought to (1) understand students' language skills and prior clinical experiences with patients with non-English language preference and (2) evaluate the curriculum's impact. Students self-reported their language skills and experiences as part of a voluntary pre-questionnaire. Pre and post-questionnaires evaluated knowledge, attitudes, and intent to apply language equity concepts. Descriptive statistics and chi-squared tests were used to examine trends; themes were identified from free-text responses.RESULTS: Overall, 301 students completed the course, 252 (83%) completed at least one questionnaire; for each session, between 35% and 46% of learners completed both pre and post-questionnaires. Three quarters (189/252) reported non-English languages. Over half (138/252) reported previous non-English language patient care, and 28% (62/224) had served as ad hoc (untrained) interpreters. Only two students (<1%) had ever been assessed for medical language abilities. Students demonstrated improved post-course language equity knowledge, strategies for interpreter-mediated encounters, and likelihood to report a plan for language skills assessment (all p<.001). Most plans were multifaceted (61%, 38/62), involving goals like completing a language course, taking a proficiency exam, openly discussing skills and uncertainties with team members, and increasing professional interpreter utilization.CONCLUSIONS: A longitudinal language equity curriculum can be feasibly integrated in pre-clinical education, highlight the linguistic diversity of the student body, and serve as a first step in ensuring that all students have a strong language equity foundation prior to clinical rotations. Future steps include evaluating the intervention's potential long-term effects on professional interpreter utilization, student clinical performance, and institutional culture that promotes multilingualism.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The state-of-the-art literature indicates an increasing need for co-design education as it is imperative to equip future designers with the co-designing mindset. This derives from the significance of involving 'people with lived experience' in co-design processes to better meet their needs. However, the traditional design education system seems to include mostly individual designing skills, causing a lack of skills in design students to facilitate the active participation of people in co-design. This paper reports on a case study carried out in a third-year Bachelor industrial design engineering course with design students (n = 32) and design educators (n = 4) to find an effective and efficient way of preparing future designers for their role in co-design and to gain insights into design students' experience with learning about co-design. As an instructional method, a co-design workshop including the game-play, game-modding and game-design approaches is introduced. The obstacles and confusion of the design students regarding co-design and co-design education, which they have documented throughout the year on their personalised logbooks, are explained to eliminate them in the future for smoother incorporation of co-design education into design education curricula. Lastly, for future designers' mindfulness of co-design and their role as facilitators suggestions are provided such as accreditation of curriculum activities regarding co-design education.", - "output": "Art", + "input": "Abstract: We redefine the concept of bird's-eye-view (BEV) imaging for machine cognition tasks, emphasizing its power as an image interpretation tool. Humans intuitively translate two-dimensional (2D) images into BEV representations by discerning and integrating spatial information, such as position and morphological aspects. Existing techniques focus primarily on improving accuracy in whole-to-whole mapping. However, this often results in a loss of global-local correlation, posing a significant challenge in predicting complex elements, such as multiscale dynamic objects and small-scale static objects in the distance. To address this issue, we propose correlated global-local spatial context learning (CGLSCL), one of the first attempts to amalgamate positional and morphological cues in translation for machine cognition tasks. Augmented by correlated learning, CGLSCL ensures more comprehensive BEV output, particularly for minor and fast-moving elements, which need to be captured more effectively than they are by existing methods. An evaluation of CGLSCL using the NuScenes and Argoverse 3D datasets demonstrated its superior performance compared to current state-of-the-art methods, particularly in predicting complex elements.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To examine whether post-9/11 veterans who screened positive for mild traumatic brain injury (mTBI) but did not complete a Comprehensive TBI Evaluation (CTBIE) were at higher risk of subsequent adverse events compared with veterans who screened positive and completed a CTBIE. Upon CTBIE completion, information assessed by a trained TBI clinician indicates whether there is mTBI history (mTBI+) or not (mTBI-).SETTING: Veterans Health Administration (VHA) outpatient services.PARTICIPANTS: A total of 52700 post-9/11 veterans who screened positive for TBI were included. The follow-up review period was between fiscal years 2008 and 2019. The 3 groups studied based on CTBIE completion and mTBI status were: (1) mTBI+ (48.6%), (2) mTBI- (17.8%), and (3) no CTBIE (33.7%).DESIGN: This was a retrospective cohort study. Log binomial and Poisson regression models adjusting for demographic, military, pre-TBI screening health, and VHA covariates examined risk ratios of incident outcomes based on CTBIE completion and mTBI status.MAIN MEASURES: Incident substance use disorders (SUDs), alcohol use disorder (AUD), opioid use disorder (OUD), overdose, and homelessness documented in VHA administrative records, and mortality as documented in the National Death Index, 3 years post-TBI screen. VHA outpatient utilization was also examined.RESULTS: Compared with the no CTBIE group, the mTBI+ group had 1.28 to 1.31 times the risk of incident SUD, AUD, and overdose, but 0.73 times the risk of death 3 years following TBI screening. The mTBI- group had 0.70 times the risk of OUD compared with the no CTBIE group within the same period. The no CTBIE group also had the lowest VHA utilization.CONCLUSIONS: There were mixed findings on risk of adverse events for the no CTBIE group relative to the mTBI+ and mTBI- groups. Future research is needed to explore the observed differences, including health conditions and healthcare utilization, documented outside VHA among veterans who screen positive for TBI.", + "input": "Abstract: How members of perpetrator groups engage with their ingroup's negative history has received increasing attention over the past years. Yet, little research has addressed how people psychologically negotiate multiple past ingroup transgressions. Across two studies (n = 362), we exposed German participants to information about two ingroup transgressions, the Holocaust and the colonial genocide in former South West Africa, to test ideas of a multidirectional memory (= one memory productively informs another) versus a competitive memory (= memories stand in competition) effect. Along six indicators of memory (negativity and significance, acknowledging responsibility, collective guilt and shame, willingness to make reparations), we find that people build small memory hierarchies when given the opportunity. Overall, however, it seems that most people show similar levels of history engagement for different transgressions. We discuss how our findings relate to the public discourse on multiple memories.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Copenhagen burnout inventory-student survey (CBI-SS) has shown promising psychometric properties in diverse student populations. This study aims to investigate the psychometric properties of the Nigerian version of the CBI-SS. This was a cross-sectional study of 635 students from Ekiti State University, Ado-Ekiti, Nigeria. Confirmatory factor analysis (CFA) was utilized to assess the CBI-SS validity. The reliability score of the CBI-SS was 0.957, ranging from 0.862 to 0.914 for the subscales. Correlation coefficients among the four CBI-SS factors ranged from 0.507 to 0.713. The CFA indicated an adequate goodness-of-fit for the four-factor model of the CBI-SS with the sample data. However, Item 10 was removed due to unacceptably low Average Variance Extracted score. The four factors demonstrated a negative correlation with both General Academic Self-Efficacy Scale and Cumulative Grade Point Average. Furthermore, both self-reported burnout and perceived course stress showed associations with the CBI-SS, where lower levels of burnout corresponded with lower median scores on the CBI-SS scales. This study underscores the significance of the CBI-SS in evaluating student burnout within our student population. The findings indicate that the CBI-SS is a highly reliable and valid instrument for assessing student burnout, suggesting its potential for effective utilization in the Nigerian academic context.", - "output": "Education", + "input": "Abstract: This research combines Strontium (Sr-87/Sr-86) and Oxygen (delta O-18) isotope analysis to challenge the prevailing interpretation of patrilocal exogamic practices among eastern European Early Neolithic Linearbandkeramik (LBK) communities. Patrilocality has been considered the key factor influencing the mobility patterns of central Europe's first farmers (c. 5500-4900 cal. BC), especially in the south-eastern Moravian region (Czech Republic). Focusing our attention on both male and female tooth enamel samples from cemeteries, settlement graves and small clusters of graves, this paper reassesses the correlation between mobility, biological sex, and funerary practices. This task is accomplished by establishing a new isotopic footprint using new Sr-87/Sr-86 data, as well as significantly increasing the number of sampled individuals for Sr-87/Sr-86 and delta O-18. The outcome of this research contributes to a better understanding of the mobility patterns among early farmers in central Europe, challenging existing theories and providing new insights into their social and cultural dynamics.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This historical note describes the book Primer in critical personalism: A framework for reviving psychological inquiry and for grounding a socio-cultural ethos by James T. Lamiell. The overriding purpose of this book is to introduce psychologists, other social scientists, and thoughtful laypersons to that comprehensive system of thought developed by the German philosopher and psychologist William Stern (1871-1938) under the name critical personalism. (PsycInfo Database Record (c) 2024 APA, all rights reserved).", - "output": "History", + "input": "Abstract: Women who are pregnant or recently gave birth are significantly more likely to be killed by an intimate partner than nonpregnant, nonpostpartum women of reproductive age, implicating the risk of fatal violence conferred by pregnancy itself. The rapidly increasing passage of state legislation has restricted or banned access to abortion care across the US. We used the most recent and only source of population-based data to examine the association between state laws that restrict access to abortion and trends in intimate partner violence-related homicide among women and girls ages10-44 during the period 2014-20. Using robust difference-in-differences ecologic modeling, we found that enforcement of each additional Targeted Regulation of Abortion Providers (TRAP) law was associated with a 3.4percent increase in the rate of intimate partner violence-related homicide in this population. We estimated that 24.3 intimate partner violence-related homicides of women and girls ages10-44 were associated with TRAP laws implemented in the states and years included in this analysis. Assessment of policies that restrict access to abortion should consider their potential harm to reproductive-age women through the risk for violent death.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Participation in arts, culture, and entertainment (PACE) activities may promote adolescent wellbeing. However, little is known about how such activities cluster together, and previous research has used small samples, cross-sectional designs, focused on single activities, and/or has not considered the influence of socio-demographic factors on participation. Using latent class analysis, the aims of this study were to establish: (i) classes of adolescent PACE activities; (ii) associations between socio-demographic characteristics and PACE classification; and, (iii) whether PACE classification predicts later wellbeing. Longitudinal data from the #BeeWell study (N = 18,224 adolescents; mean age at T1 = 12 years 7 months (+/- 3.56 months); 50.54% female) were analyzed. Four latent classes were established: the 'Dynamic Doers' (high, wide-ranging participation; 11.87%); the 'Mind and Body Crew' (reading, arts, videogames, sports/exercise; 39.81%); the 'Game and Gain Squad' (videogames and sports/exercise; 29.05%); and the 'Activity Free Adolescents' (uniformly low participation; 19.27%). Associations between socio-demographic characteristics and PACE classification were observed (e.g., socio-economic disadvantage increased the likelihood of Activity Free Adolescents classification, compared to Game and Gain Squad classification). Finally, PACE classification predicted later wellbeing (e.g., Dynamic Doers reported significantly higher wellbeing than Activity Free Adolescents). These findings are discussed in relation to the need to improve accessibility and appeal of arts, culture, and entertainment provision for adolescents as a means to optimize their wellbeing.Pre-registration The analysis plan for this study was pre-registered on the Open Science Framework and can be found here: https://osf.io/2jtpd", + "input": "Abstract: Previous research has shown that Artificial Intelligence is capable of distinguishing between authentic paintings by a given artist and human-made forgeries with remarkable accuracy, provided sufficient training. However, with the limited amount of existing known forgeries, augmentation methods for forgery detection are highly desirable. In this work, we examine the potential of incorporating synthetic artworks into training datasets to enhance the performance of forgery detection. Our investigation focuses on paintings by Vincent van Gogh, for which we release the first dataset specialized for forgery detection. To reinforce our results, we conduct the same analyses on the artists Amedeo Modigliani and Raphael. We train a classifier to distinguish original artworks from forgeries. For this, we use human-made forgeries and imitations in the style of well-known artists and augment our training sets with images in a similar style generated by Stable Diffusion and StyleGAN. We find that the additional synthetic forgeries consistently improve the detection of human-made forgeries. In addition, we find that, in line with previous research, the inclusion of synthetic forgeries in the training also enables the detection of AI-generated forgeries, especially if created using a similar generator.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Medical students face significant psychological stress, impacting their academic performance and well-being. The Systematic Assessment for Resilience (SAR) framework is designed to enhance resilience and mitigate stress among medical students, addressing the need for interventions within the assessment system in medical education. The aim of this study was to evaluate the implementation of SAR framework on medical students' resilience, anxiety, depression, burnout, and academic stress.METHODS: This study employed a quasi-experimental design with pre- and post-testing. It involved the training of course coordinators in implementing the SAR framework and its integration into the daily learning activities. Fourth-year medical students were assessed before and after the intervention using standardized measures of resilience, anxiety, depression, burnout, and academic stress. Data were analyzed using quantitative methods and thematic analysis for qualitative feedback.RESULTS: Post-intervention, students demonstrated a significant increase in resilience scores (p<0.001) and a notable decrease in measures of anxiety, depression, and academic stress (p<0.001). The burnout types were also statistically different (p<0.001) except client-related burnout (p>0.05). Qualitative feedback of the course coordinators highlighted an improved learning environment, increased coping strategies, and a more supportive academic culture.CONCLUSION: The SAR framework significantly contributes to enhancing medical students' resilience and reducing psychological distress. Its implementation suggests a promising approach to fostering a supportive educational environment that not only addresses the psychological challenges faced by medical students but also enhances their academic performance and overall well-being. Further research is warranted to explore the long-term impacts of SAR across different medical education contexts.", - "output": "Education", + "input": "Abstract: BackgroundPrediabetes management is a priority for policymakers globally, to avoid/delay type 2 diabetes (T2D) and reduce severe, costly health consequences. Countries moving from low to middle income are most at risk from the T2D epidemic and may find implementing preventative measures challenging; yet prevention has largely been evaluated in developed countries.MethodsMarkov cohort simulations explored costs and benefits of various prediabetes management approaches, expressed as savings to the public health care system, for three countries with high prediabetes prevalence and contrasting economic status (Poland, Saudi Arabia, Vietnam). Two scenarios were compared up to 15 y: inaction (no prediabetes intervention) and intervention with metformin extended release (ER), intensive lifestyle change (ILC), ILC with metformin (ER), or ILC with metformin (ER) titration.ResultsT2D was the highest-cost health state at all time horizons due to resource use, and inaction produced the highest T2D costs, ranging from 9% to 34% of total health care resource costs. All interventions reduced T2D versus inaction, the most effective being ILC + metformin (ER) titration (39% reduction at 5 y). Metformin (ER) was the only strategy that produced net saving across the time horizon; however, relative total health care system costs of other interventions vs inaction declined over time up to 15 y. Viet Nam was most sensitive to cost and parameter changes via a one-way sensitivity analysis.ConclusionsMetformin (ER) and lifestyle interventions for prediabetes offer promise for reducing T2D incidence. Metformin (ER) could reduce T2D patient numbers and health care costs, given concerns regarding adherence in the context of funding/reimbursement challenges for lifestyle interventions. imageConclusionsMetformin (ER) and lifestyle interventions for prediabetes offer promise for reducing T2D incidence. Metformin (ER) could reduce T2D patient numbers and health care costs, given concerns regarding adherence in the context of funding/reimbursement challenges for lifestyle interventions. imageHighlightsCountries moving from low to middle income are most at risk from the type 2 diabetes (T2D) epidemic and may find implementing preventative measures challenging; yet prevention has largely been evaluated in developed countries. This study explored costs and benefits of various prediabetes management approaches in Poland, Saudi Arabia, and Vietnam, with the aim of facilitating resource use and planning decisions. Pharmacological and lifestyle prediabetes interventions offer promise for reducing T2D incidence. In the context of adherence concerns and funding/reimbursement challenges for lifestyle interventions, metformin alone may be an effective, cost-saving strategy. image", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: With the rapid aging of the domestic population, China has a strong incentive to increase the statutory retirement age. How retirement affects the health of the elderly is crucial to this policymaking. The health consequences of retirement have been debated greatly. This study aims to investigate the effects of retirement on physical and mental health among Chinese elderly people.METHODS: The data we use in this study comes from four waves (2011, 2013, 2015, and 2018) of the Harmonized China Health and Retirement Longitudinal Study (Harmonized CHARLS), a prospective cohort. We use the nonparametric fuzzy regression discontinuity design to estimate the effects of retirement on physical and mental health. We test the robustness of our results with respect to different bandwidths, kernel functions, and polynomial orders. We also explore the heterogeneity across gender and education.RESULTS: Results show that retirement has an insignificant effect on a series of physical and mental health outcomes, with and without adjusting several sociodemographic variables. Heterogeneity exists regarding gender and education. Although stratified analyses indicate that the transition from working to retirement leaves minimal effects on males and females, the effects go in the opposite direction. This finding holds for low-educated and high-educated groups for health outcomes including depression and cognitive function. Most of the results are stable with respect to different bandwidths, kernel functions, and polynomial orders.CONCLUSIONS: Our results suggest that it is possible to delay the statutory retirement age in China as retirement has insignificant effects on physical and mental health. However, further research is needed to assess the long-term effect of retirement on health.", - "output": "Philosophy", + "input": "Abstract: This article contributes to the growing historical literature on the 'first globalization' (1815-1913) and income inequality in countries that exported agricultural products. International market integration is expected to increase the demand for exports and therefore their prices. We estimate the effects of increased prices from international market integration on national welfare and income inequality between and within regions in three major exporters of agricultural products-British India, Colonial Indonesia, and the United States-using the prices of eleven key primary commodities. Market integration significantly increased aggregate welfare, but the gains were unevenly distributed. Producing regions gained up to nearly 6% of their GDP. Since the regions that made most welfare gains were also the poorest in their countries, market integration mitigated inequality between regions. Within the southern United States and Java, plantation owners obtained most gains, causing a substantial increase in inequality between persons.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Metallic nanomaterials (MNMs) possess unique properties that have led to their widespread application in fields such as electronics and medicine. However, concerns about their interactions with environmental factors and potential toxicity to aquatic life have emerged. There is growing evidence suggesting MNMs can have detrimental effects on aquatic ecosystems, and are potential for bioaccumulation and biomagnification in the food chain, posing risks to higher trophic levels and potentially humans. While many studies have focused on the general ecotoxicity of MNMs, fewer have delved into their trophic transfer within aquatic food chains. This review highlights the ecotoxicological effects of MNMs on aquatic systems via waterborne exposure or dietary exposure, emphasizing their accumulation and transformation across the food web. Biomagnification factor (BMF), the ratio of the contaminant concentration in predator to that in prey, was used to evaluate the biomagnification due to the complex nature of aquatic food chains. However, most current studies have BMF values of less than 1 indicating no biomagnification. Factors influencing MNM toxicity in aquatic environments include nanomaterial properties, ion variations, light, dissolved oxygen, and pH. The multifaceted interactions of these variables with MNM toxicity remain to be fully elucidated. We conclude with recommendations for future research directions to mitigate the adverse effects of MNMs in aquatic ecosystems and advocate for a cautious approach to the production and application of MNMs.", - "output": "Demography", + "input": "Abstract: Amber appears in the archaeological material of the Eastern Baltic region in the Middle Neolithic and continues in intensive use until the end of the Neolithic. Four major amber-working centres are known in the Eastern Baltic, the least studied of which is the settlement of Silinupe (4(th) mill. BC). Not yet widely applied in research on Stone Age amber technologies, but very promising, is an analytical approach combining experimental archaeology and traceology to study processing choices made in specific production stages (i. e., individual technological elements), revealing that fine-grained sandstone was favoured for surface grinding, while flint tools were most widely used for shaping and surface treatment, distinguishing three techniques, namely shaving, scraping and pressure flaking, each identifiable by characteristic features. The study suggests that amber and flint processing were largely intertwined, as pressure flaking along with indirect percussion (used for splitting amber) derive from flint processing, and in the case of pressure flaking, required specific know-how.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Recent work finds that nonviolent resistance by ethnic minorities is perceived as more violent and requiring more policing than identical resistance by ethnic majorities, reducing its impact and effectiveness. We ask whether allies-advantaged group participants in disadvantaged group movements-can mitigate these barriers. On the one hand, allies can counter negative stereotypes and defuse threat perceptions among advantaged group members, while raising expectations of success and lowering expected risks among disadvantaged group members. On the other hand, allies can entail significant costs, carrying risks of cooptation, replication of power hierarchies, and marginalization of core constituencies. To shed light on this question we draw on the case of the Black Lives Matter (BLM) movement, which, in 2020, attracted unprecedented White participation. Employing a national survey experiment, we find that sizeable White presence at racial justice protests increases protest approval, reduces perceptions of violence, and raises the likelihood of participation among White audiences, while not causing significant backlash among Black audiences. Black respondents mostly see White presence as useful for advancing the movement's goals, and predominant White presence reduces expectations that protests will be forcefully repressed. We complement these results with analysis of tens of thousands of images shared on social media during the 2020 BLM protests, finding a significant association between the presence of Whites in the images and user engagement and amplification. The findings suggest that allyship can be a powerful tool for promoting sociopolitical change amid deep structural inequality.", + "input": "Abstract: Individuals deceive themselves about a wide variety of subjects. In fortunate circumstances, where those who manage to leave self-deception embrace reality, an interesting phenomenon occurs: the formerly self-deceived often confess to having 'known [the truth] all along'. These post-self-deception judgments are not conceptually innocuous; if genuine, they call into question the core feature of prominent theories of self-deception, namely that self-deceived individuals do not believe the unwelcome truth. In this paper I argue that post-self-deception judgments do not track a belief, but rather a suspicion of the unwelcome truth. I do this by showing that post-self-deception judgments are themselves instances of self-deception where the individual is self-deceived that they believed the unwelcome truth. I then suggest that the motivational cause of the self-deceit is hindsight bias, specifically the kind known as foreseeability, and that as a result, post-self-deception judgments are not reliable because they do not accurately track previous self-deceptive experiences.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Since the inception of the density functional theory (DFT) by Hohenberg and Kohn in 1964, it rapidly became an indispensable theoretical tool across various disciplines, such as chemistry, biology, and materials science, among others. This theory has ushered in a new era of computational research, paving the way for substantial advancements in fundamental understanding. Today, DFT is routinely employed for a diverse range of applications, such as probing new material properties and providing a profound understanding of the mechanisms underlying physical, chemical, and biological processes. Even after decades of active utilization, the improvement of DFT principles has never been slowed down, meaning that more accurate theoretical results are continuously generated with time. This work highlights the latest achievements acquired by DFT in the specific research field, namely the theoretical investigations of doped TiO2 systems, which have not been comprehensively reviewed and summarized yet. Successful progress in this niche is currently hard to imagine without the support by DFT. It can accurately reveal new TiO2 properties after introducing the desired dopant and help to find the optimal system design for a specific application prior to proceeding to more time-consuming and expensive experimental research. Hence, by evaluating a selection of the most recent research studies, we aim to highlight the pertinent aspects of DFT as they relate to the study of doped TiO2 systems. We also aim to shed light on the strengths and weaknesses of DFT and present the primary strategies employed thus far to predict the properties of various doped TiO2 systems reliably.", - "output": "Education", - "system": "", - "history": [] - }, - { - "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Globally, enrolled nurses (ENs) are embarking on an educational journey to become registered nurses (RNs) in order to enhance their knowledge and career opportunities. However, their aspiration is not without challenges. In Namibia, the experiences of these nurses have not been extensively researched.OBJECTIVES: This study aims to explore and describe the experiences and challenges of ENs undertaking a Bachelor of Nursing Science at the University of Namibia.METHOD: A qualitative, exploratory, descriptive and contextual research strategy was followed as the basis of conducting the study. A sample of 15 nursing students was purposively selected from the target population of 73 nursing students. This sample size was determined by the saturation of data as reflected in repeating themes. The collected data were analysed thematically using an inductive approach.RESULTS: Three main themes subsequently emerged from the study: ENs' positive experiences advancing in the Bachelor of Nursing Science (BNSc) programme; nurses' negative experiences advancing in the BNSc programme; and recommendations to ensure effective advancement in the BNSc programmeConclusion:The findings of this study revealed that ENs positively experience becoming a RN when it comes to self-development; however, they have negative experiences such as not receiving exemptions for prior learning and having to learn a new curriculum.Contribution:These findings may be used by the Faculty of Health Sciences, School of Nursing and Public Health management in order to develop targeted interventions and ongoing strategies during their curriculum review cycles to ensure positive student experiences and success within the programme.", - "output": "Education", + "input": "Abstract: The femur is one of the most important bone in the human body, as it supports the body's weight and helps with movement. The aging global population presents a significant challenge, leading to an increasing demand for artificial joints, particularly in knee and hip replacements, which are among the most prevalent surgical procedures worldwide. This study focuses on hip fractures, a common consequence of osteoporotic fractures in the elderly population. To accurately predict individual bone properties and assess fracture risk, patient-specific finite element models (FEM) were developed using CT data from healthy male individuals. The study employed ANSYS 2023 R2 software to estimate fracture loads under simulated single stance loading conditions, considering strain-based failure criteria. The FEM bone models underwent meticulous reconstruction, incorporating geometrical and mechanical properties crucial for fracture risk assessment. Results revealed an underestimation of the ultimate bearing capacity of bones, indicating potential fractures even during routine activities. The study explored variations in bone density, failure loads, and density/load ratios among different specimens, emphasizing the complexity of bone strength determination. Discussion of findings highlighted discrepancies between simulation results and previous studies, suggesting the need for optimization in modelling approaches. The strain-based yield criterion proved accurate in predicting fracture initiation but required adjustments for better load predictions. The study underscores the importance of refining density-elasticity relationships, investigating boundary conditions, and optimizing models throughin vitrotesting for enhanced clinical applicability in assessing hip fracture risk. In conclusion, this research contributes valuable insights into developing patient-specific FEM bone models for clinical hip fracture risk assessment, emphasizing the need for further refinement and optimization for accurate predictions and enhanced clinical utility.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVES: Present analysis of the federal and state regulations that guide The Program of All-Inclusive Care for the Elderly (PACE) operations and core clinical features for direction on behavioral health (BH).DESIGN: Review and synthesize the federal (Centers for Medicare and Medicaid Services [CMS]) and all publicly available state manuals according to the BH-Serious Illness Care (SIC) model domains.SETTING AND PARTICIPANTS: The 155 PACE organizations operating in 32 states and the District of Columbia.METHODS: A multipronged search was conducted to identify official state and federal manuals guiding the implementation and functions of PACE organizations. The CMS PACE website was used to identify the federal PACE manual. State-level manuals for 32 states with PACE programs were identified through several sources, including official PACE websites, contacts through official websites, the National PACE Association (NPA), and public and academic search engines. The manuals were searched according to the BH-SIC model domains that pertain to integrating BH care with complex care individuals.RESULTS: According to the CMS Manual, the interdisciplinary team is responsible for holistic care of PACE enrollees, but a BH specialist is not a required member. The CMS Manual includes information on BH clinical functions, BH workforce, and structures for outcome measurement, quality, and accountability. Eight of 32 PACE-participating states offer publicly available state PACE manuals; of which 3 offer information on BH clinical functions.CONCLUSIONS AND IMPLICATIONS: Regarding BH, federal and state manual regulations establish limited guidance for comprehensive care service delivery at PACE organizations. The absence of clear directives weakens BH care delivery due to a limiting the ability to develop quality measures and accountability structures. This hinders incentivization and accountability to truly all-inclusive care. Clearer guidelines and regulatory parameters regarding BH care at federal and state levels may enable more PACE organizations to meet rising BH demands of aging communities.", + "input": "Abstract: Under what conditions does the US public support the domestic use of different institutions of coercive state power? We theorize how the type of situation, the type of actor, the mission, and the type of intervention influence public support for such missions. We use a preregistered conjoint survey experiment to test our hypotheses and find that participants (i) are less supportive of interventions in response to protests than to natural disasters or terrorism, (ii) generally prefer the police or the National Guard to the military, (iii) mistrust order maintenance interventions, and (iv) prefer intervening actors be unarmed. Preferences (ii)-(iv) are strongly conditioned on the type of event. We also find that Republicans are more accepting of military actors, order maintenance interventions, armed interventions, and policing responses to protests. We note implications for public trust in the military, the militarization of policing, and the domestic use of federal forces.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The pursuit of medical and dental education is challenging and can affect the overall quality of life of medical students. Assessing the quality of life of medical students is the first step in the preparation of efficient future health care professionals. This study used the World Health Organization Quality of Life Brief Version (WHOQOL-BREF) to evaluate the quality of life of medical and dental students in Karachi, Pakistan.OBJECTIVES: The study objectives include: assessing the QoL of medical and dental students and their general health satisfaction and self-satisfaction.MATERIALS AND METHODS: This cross-sectional study was conducted among 344 medical and dental students from different medical and dental schools in Karachi, Pakistan. The World Health Organization Quality of Life Brief Version (WHOQOL-BREF) questionnaire was used to assess QOL, which included 26 items covering four domains: physical, psychological, social, and environmental. All scores for the domains ranged from 4 to 20. Scoring was done according to the WHOQOL-BREF procedure manual. The questionnaire was disseminated to medical students using Google Forms. SPSS software was used to analyze the data. Cronbach's alpha and the Kaiser-Meyer-Olkin (KMO) test were used to evaluate the reliability and sampling adequacy of the data for factor analysis. Descriptive statistics were computed for each variable and QoL domain, including frequencies, percentages, averages, and standard deviations. Domain scores were compared using a t-test and one-way ANOVA, with p-values less than 0.05, indicating statistical significance.RESULTS: Among the 344 medical students, 56.7% (n=195) were female and 43.3% (n=149) were male. The WHOQOL-BREF demonstrated excellent reliability, with a Cronbach's alpha of 0.918. Most medical students rated their overall QOL (62.2%) and health satisfaction (46.8%) as good, and were able to get around well (71.3%). No significant sex differences were found across the various QOL domains. Marital status significantly affected QOL scores (p<0.005). Single students had significantly higher QOL scores than married/separated/divorced students did. Overall, the environmental domain had the highest mean score (26.81\u00b16.17), while social relationships had the lowest mean score (9.68\u00b12.93).CONCLUSION: The findings of this study provide valuable insights into the QoL of medical and dental students. Most participants reported moderate satisfaction with their physical health and lower satisfaction with the psychological, social, and environmental components of QoL. Marital status was found to significantly impact the QoL as compared to single students with greater QoL. These findings can help form targeted interventions to enhance medical students' quality of life and prepare efficient future healthcare professionals.", - "output": "Education", + "input": "Abstract: Community-acquired pneumonia continues to be one of the most common causes of morbidity and mortality due to infectious disease. The aetiologies, clinical presentations, diagnostic modalities and therapeutic options are changing and outpacing the creation of management guidelines. This educational article summarizes a roundtable activity sponsored by an unrestricted educational grant by Paratek that included US experts discussing these changes and identifying gaps in the current guidelines.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ABSTRACT: Beato, M, Youngs, A, and Costin, AJ. The analysis of physical performance during official competitions in professional English football: Do positions, game locations, and results influence players' game demands? J Strength Cond Res 38(5): e226-e234, 2024-This study aimed, first, to verify if physical parameters were different between players' positions during official matches in English professional football, and second, if the game location (H and A) or results (W, L, D) affected players' physical performance. Twenty-five male professional football players of the same team were included in this data analysis (age = 27 \u00b1 9 years) during the 2022-23 season. Players were divided into positions: center backs, wide backs, center midfielders, attacking midfielders, and strikers. The external load parameters were distance covered, high-speed running (HSR), sprinting distance, accelerations, decelerations, and high metabolic load distance (HMLD, meters > 25.5 w\u00b7kg -1 ) that were monitored using global navigation satellite systems Apex (STATSports). Linear mixed models' analysis for positions reported a significant difference in total distance ( p = 0.011), HSR ( p < 0.001), sprinting distance ( p < 0.001), accelerations ( p = 0.003), decelerations ( p = 0.002), and HMLD ( p < 0.001). Centre backs showed the lowest physical performance in the metrics analyzed, whereas players in the other positions frequently displayed a similar physical performance. Regarding locations and results, differences were only found between locations for decelerations ( p = 0.041) and between results for HMLD ( p = 0.010). In conclusion, physical performance was influenced by players' positions, whereas game location or results seem to not affect physical performance during official competitions. Consequently, practitioners can physically prepare their players independently from the location of the match or of the possible game results, whereas specific positional training is requested to optimally prepare their players.", - "output": "Geography", + "input": "Abstract: BACKGROUND: Objectives: To investigate communication clarity and understanding at the time of pancreatic adenocarcinoma (PDAC) diagnosis and whether they can influence patient engagement and compliance.METHODS: Consecutive PDAC patients were enrolled at the time of diagnosis after obtaining informed consent in a single-center study. The patients completed a validated scale (PHE-s), and the understanding rate was assessed using standardized tools. Patient compliance was evaluated, and the correlation between the PHE-s, understanding, and compliance was calculated.RESULTS: Thirty patients were enrolled (15 female) with a mean age 64.4, 13 were metastatic. The mean visit time was 31min, being longer if visiting doctor was an oncologist (p=0.002). The engagement level was high in 70% of the patients, and all but one were compliant. The analysis of doctor-patient interactions showed a median of 121 conversational turns for doctors, 75 for patients, and 20 for caregivers (p<0.0001), and the median percentage of speaking time was 77% for doctors, 13% for patients, and 2% for caregivers (p<0.0001). Female caregivers spent more time speaking than did male caregivers (median 11.6% vs. 1.3%; p=0.06). There were 290 instances of problematic understanding, most of which occurred during the taking of patients' personal medical history for doctors, while for patients and caregivers, these occurred mainly during the discussion of diagnosis/treatment (p<0.0001). In a multivariable analysis, only origin from central or southern Italy was associated with high engagement (p=0.0087).CONCLUSION: In this first attempt to measure clarity of communication and engagement in patients with PDAC, typical features of conversation and problematic understanding emerged, which deserves further investigation.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The use of soil microarthropods as indicators of soil pollution in home gardens of an industrial area has been covered in this study. Soil samples were collected from 25 home gardens in three zones in Eloor during summer and North East monsoon from 2014 to 2018, for the study of soil microarthropods, soil properties, soil nutrients, and trace elements. The relationships among QBS-ar, microarthropod abundance, soil properties, and soil nutrients, were used to estimate the pollution hazard of the industrial area. The microarthropods present in the study area were Coleoptera, Hymenoptera, Diplopoda, and Araneae. A prominent study area feature was the absence of Collembola and Acari. The QBS-ar index score in these regions showed that the home gardens located adjacent to the industrial area showed low soil quality, with soil quality class values ranging from 1 to 2 throughout the study period. Discriminant analysis of soil nutrients with soil properties and microarthropod abundance showed that in Zone 1 and Zone 2, the data in 2018 was very well discriminated compared to other years. The hazard assessment in the Eloor region showed various levels of hazard zonation: Zone 1 with high-hazard and medium-hazard areas, Zone 2 with medium-hazard areas, and Zone 3 with low- and medium-hazard areas. The study is one of the first kinds that have used QBS-ar scores and soil properties along with soil nutrients and trace elements for estimating the level of hazard in home garden agroecosystems and thus points to an easy, simple, and practical approach in the monitoring and management of soil ecosystems.", - "output": "Economics", + "input": "Abstract: BACKGROUND: Given the increasing attention to glycemic variability (GV) and its potential implications for cardiovascular outcomes. This study aimed to explore the impact of acute GV on short-term outcomes in Chinese patients with ST-segment elevation myocardial infarction (STEMI).METHODS: This study enrolled 7510 consecutive patients diagnosed with acute STEMI from 274 centers in China. GV was assessed using the coefficient of variation of blood glucose levels. Patients were categorized into three groups according to GV tertiles (GV1, GV2, and GV3). The primary outcome was 30-day all-cause death, and the secondary outcome was major adverse cardiovascular events (MACEs). Cox regression analyses were conducted to determine the independent correlation between GV and the outcomes.RESULTS: A total of 7136 patients with STEMI were included. During 30-days follow-up, there was a significant increase in the incidence of all-cause death and MACEs with higher GV tertiles. The 30-days mortality rates were 7.4% for GV1, 8.7% for GV2 and 9.4% for GV3 (p=0.004), while the MACEs incidence rates was 11.3%, 13.8% and 15.8% for the GV1, GV2 and GV3 groups respectively (p<0.001). High GV levels during hospitalization were significantly associated with an increased risk of 30-day all-cause mortality and MACEs. When analyzed as a continuous variable, GV was independently associated with a higher risk of all-cause mortality (hazard ratio [HR] 1.679, 95% confidence Interval [CI] 1.005-2.804) and MACEs (HR 2.064, 95% CI 1.386-3.074). Additionally, when analyzed as categorical variables, the GV3 group was found to predict an increased risk of MACEs, irrespective of the presence of diabetes mellitus (DM).CONCLUSION: Our study findings indicate that a high GV during hospitalization was significantly associated with an increased risk of 30-day all-cause mortality and MACE in Chinese patients with STEMI. Moreover, acute GV emerged as an independent predictor of increased MACEs risk, regardless of DM status.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The development of digital technology and the sharing economy has extended corporations' innovative activities beyond the corporation's boundaries, so it has become more urgent to govern the lack of social responsibility and alienation of platform corporations from the perspective of social agents. First, the platform's CSR classification and social responsibility governance's main content are analyzed in this research. Then, this study uses government agencies, platform corporations, users, and the public as governance subjects and compares governance decisions with and without public and user oversight. Finally, the optimal balance strategy for each governing subject, the optimal trajectory of governance volume, and the trajectory of total revenue are obtained. The study found that: 1) Public and user supervision can improve the governance volume while encourage the governance motivation of government agencies and platform corporations. 2) The level of user supervision effort has a greater impact on the total governance revenue than public supervision. 3) The revenue of the system and the governance volume are greater in a centralized decision-making process, indicating that those involved should co-operate in governance based on the principle of mutual benefit. 4) The platform corporation has an incompatible but unified relationship between its social duty and financial success.", - "output": "Philosophy", + "input": "Abstract: Journal Voices in the Civil Rights Era During the social tumult of the 1960s and 1970s, the Journal opened its pages to advocates of reform in the profession and society at large, but it did not completely break with its troubled racial past.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To characterize and compare female ice hockey players' peak skating speed and acceleration ability during linear sprints and gameplay. We also sought to quantify the time spent at various speeds and the frequency of accelerations at different thresholds during games.METHODS: Seventeen varsity-level female ice hockey players (20 [1.4]y, 68.9 [4.9]kg, 167.6 [4.7]cm) participated in an on-ice practice session (performing 3 * 40-m linear sprints) and 4 regular-season games while being monitored using a local positioning system. Speed and acceleration were recorded from the sprint and within-game monitoring. Time on ice spent in relative skating speed zones and the frequency of accelerations at different intensities were recorded.RESULTS: Players' greatest peak speeds (29.5 [1.3] vs 28.3 [1.1]km/h) and accelerations (4.39 [0.48] vs 3.34 [0.36]m/s2) reached during gameplay were higher than those reached in linear sprinting (both P < .01). Peak in-game values were moderately predicted by linear sprint values for speed (r = .69, P < .01) but not for acceleration (r < .01, P = .95). Players spent little time at near-peak linear sprint speeds (\u226580% [22.7km/h], 3% time on ice; \u226590% [25.5km/h], <1% of time on ice) during gameplay. However, 26% to 35% of accelerations recorded during the 4 games were \u226590% of linear sprint acceleration.CONCLUSIONS: Although skating speed may be advantageous in specific game situations, our results suggest that players spend little time at near-maximal speeds while accelerating frequently during games. This warrants further investigation of direction changes, skating transitions, repeated sprints, and other determinant variables potentially related to on-ice success and the implementation of training strategies to improve repeated acceleration or qualities beyond maximal skating speed.", - "output": "Geography", + "input": "Abstract: This study analyses an eastern mirror with a central loop, related to the Berjozovka-Carnuntum-M & ouml;dling type, which was recently discovered in Secuieni, Bac & abreve;u County, Romania. Such mirrors, common among nomadic tribes, have been found mainly in the northern Caucasus and north, north-west of the Black Sea. It is thought that the nomads of Central Asia adopted them due to their frequent interactions with China. The mirrors made their way to Europe during the Migration Period, accompanying the eastward advance of the Alans and Hunnic tribes. Notably, they were found mainly in the Middle and Lower Danube region in the 5(th) century AD. Most of these mirrors were recovered from the graves of women, often with artificially deformed crania, buried with prestigious objects (such as large silver fibulae with semi-circular plates, Adlerfibeln, gold diadems, granulated earrings, beads, etc.). Only 12 such mirrors have been documented in Romania, and only one in the region of Moldavia (Romania, Region between Eastern Carpathians and Prut) in fragmentary form. The recent discovery of a mirror at Secuieni is therefore of great archaeological value, shedding light on the archaeological landscape of the Migration Period east of the Carpathians and far beyond, as far as China.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Effective teaching methods are needed to improve students' abilities in hand-eye coordination and understanding of cardiac anatomy in echocardiography education. Simulation devices have emerged as innovative teaching tools and exhibited distinctive advantages due to their ability to provide vivid and visual learning experiences. This study aimed to investigate the effect of simulation of sectional human anatomy using ultrasound on students' learning outcomes and satisfaction in echocardiography education.METHODS: The study included 18 first-year clinical medical students with no prior echocardiography training. After randomization, they underwent a pre-test to assess basic knowledge. Following this, the students were divided into two groups: traditional teaching (traditional group) and simulation of sectional human anatomy using ultrasound (digital group). Each group received 60min of instruction. Post-tests were assigned to students at two different time points: immediately after the lecture, and one week later (referred to as post-tests 1, and 2). In addition, anonymous questionnaires were distributed to students after class to investigate their satisfaction with teaching.RESULTS: Both groups showed significant improvement in their scores on post-test 1 compared to pre-test (traditional group: from 33.1\u00b18.8 to 48.1\u00b113.1, P=0.034 vs. digital group: from 35.0\u00b16.7 to 58.0\u00b113.2, P=0.008). However, there were no significant differences between the two groups in several post-test comparisons. Student satisfaction ratings revealed that the digital group experienced significantly greater satisfaction in areas such as subject interest, teaching style, course alignment, and interaction compared to the traditional group. Additionally, 80% of the digital group strongly endorsed the use of simulation of sectional human anatomy using ultrasound for echocardiography teaching, highlighting its effectiveness.CONCLUSIONS: Simulation of sectional human anatomy using ultrasound may improve students' understanding of echocardiography and satisfaction with the course. Our study provides evidence supporting the use of simulation teaching devices in medical education. Further research is needed to explore the long-term impact of this teaching method on students' learning outcomes and its integration into the medical curriculum.TRIAL REGISTRATION: http://www.chictr.org.cn (registration number: ChiCTR2300074015, 27/07/2023).", - "output": "Education", + "input": "Abstract: The principal curvature (PC) of a freeform surface, as an important indicator of its fundamental features, is frequently used to guide their rationalization in the field of architectural geometry. The division of a surface using its PC lines into principal strips (PSs) is an innovative way to break down a freeform surface for construction. However, the application of PC networks in architectural design is hindered by the difficulty to generate them and flexibly control their density. This paper introduces a method for PS-based reconstruction of freeform surfaces with different umbilical conditions in the early stages of design. An agent-based modeling approach is developed to find the umbilics and increase the degree of control over the spacing of PC lines. This research can effectively expand the application range of PS-based surface reconstruction methods for freeform architectures.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: The aim of the study was to evaluate illumination properties in an in-vitro kidney calyx model in saline.DESIGN AND METHODS: We evaluated a series of contemporary flexible ureteroscopes including the Storz Flex-Xc and Flex-X2s, Olympus V3 and P7, Pusen 7.5F and 9.2F, as well as OTU WiScope using a 3D-printed closed pink kidney calyx model, submerged in saline. A spectrometer was used for illuminance and color temperature measurements at different openings located at center (direct light), 45\u00b0 (direct and indirect light) and 90\u00b0(indirect light) to the axis of the scope.RESULTS: Maximum illuminance was at the center opening for all scopes (range: 284 to 12,058lx at 50% brightness and 454 to 11,871lx at 100% brightness settings). The scope with the highest center illuminance (Flex-Xc) was 26 times superior to the scope with the lowest illuminance (Pusen 7.5Fr) at 100% brightness setting. For each scope, there was a peripheral illuminance drop ranging from -43 to -92% at 50% brightness and -43% to -88% at 100% brightness settings, respectively (all p<0.01). Highest drop was for the P7 and the Pusen 9.2F. All scopes had illuminance skew, except the V3. All scopes had a warm color temperature.CONCLUSION: Illumination properties vary between ureteroscopes in an enclosed cavity in saline, and differs at center vs 45\u00b0 and 90\u00b0 positions within scopes. Peripheral illuminance drop can be as high as -92%, which is undesirable. This may affect the choice of ureteroscope and light brightness settings used in surgery by urologists.", - "output": "Education", + "input": "Abstract: Mark Witton is a UK-based palaeontologist and artist. Since completing a PhD at the University of Portsmouth researching pterosaur ecology and diversity, he has predominantly worked as a consultant, author and artist, although he also remains active in palaeontological research. His artwork has been displayed around the world, from London's Natural History Museum to Yale's Peabody Museum. He is also known for his work researching and promoting the 'Crystal Palace Dinosaurs', which are among the world's first naturalistic dinosaur reconstructions. Ahead of the bicentenary of the naming of Megalosaurus, we caught up with him to discuss the art and science of dinosaur reconstruction.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: According to the German Physiotherapy Education and Qualification Regulations, teaching of anatomical structures is one of the fundamental subjects of physiotherapy education. Besides exhibits and models, anatomy atlases are usually used as teaching and learning tools. These are available in both analog form such as printed books or in digital form as a mobile application. Furthermore, the use of digital teaching and learning tools is steadily increasing within the education of health professionals.AIM: To assess the efficacy of a digital educational tool in contrast to an analog anatomical atlas in acquiring knowledge about anatomical structures.MATERIAL AND METHOD: The data collection took place in the context of an anatomy tutorial for students of the bachelor's degree program in physiotherapy. In a cross-over design, the students completed two learning assignments, each, with different learning materials provided, either with an anatomy app on a tablet or with an anatomy atlas as a book. The tests to assess the newly acquired knowledge immediately after the task, consisted of questions about the anatomical structures of the knee as well as the shoulder. In addition, the students' satisfaction with the learning materials provided was surveyed using a questionnaire. The survey assessed their satisfaction, their assessment of learning success, and their affinity to digital learning materials. This was done using a 5-point Likert scale and a free-text field. The data was analyzed descriptively, and group differences were calculated using a t-tests.RESULTS: Thirty students participated. The group comparison showed a significantly better outcome for the group that prepared with the analog anatomy atlas for the questions on the knee than the comparison group that used the anatomy app (t(28)=2.6; p=0.007). For the questions concerning the shoulder, there was no significant difference between the digital and analog groups (t(28)=1.14; p=0.26). The questionnaire revealed that satisfaction with the analog anatomy atlas was significantly higher than with the anatomy app. A total of 93.34% rated their experience with the analog learning tool at least somewhat satisfied. In contrast, 72.67% of students partially or fully agreed that they enjoyed learning with digital learning tools.DISCUSSION: Learning anatomical structures with the Human Anatomy Atlas 2023+app did not show a clear advantage when compared to an anatomy book in these two cohorts of physiotherapy students. The results of the questionnaire also showed greater satisfaction with the analog anatomy atlas than with the anatomy app, whereas most students stated that they frequently use digital learning tools, including some for anatomical structures. Satisfaction with the learning tool seems to play a central role in their effectiveness. In addition, sufficient time must be provided for users to familiarize themselves with the user interface of digital applications to use them effectively.REGISTRATION: Diese klinische Studie wurde nicht in einem Studienregister registriert.", - "output": "Education", + "input": "Abstract: BACKGROUND: For the majority of patients with atrial fibrillation (AF), disease management has improved in recent years. However, there are still populations underrepresented or excluded in current registries and randomized controlled trials. HERA-FIB (Heidelberg Registry of Atrial Fibrillation) was planned to assess real-world evidence for the prevalence, demographic characteristics and management of patients with the diagnosis of AF presenting consecutively to a chest pain unit.METHODS AND RESULTS: HERA-FIB is a retrospective, observational, single-center study on patients with a diagnosis of AF presenting to a chest pain unit from June 2009 until March 2020. This article describes the structure, governance, outcome assessment, quality and data collection processes of the registry. Additionally, characteristics of populations of special interest are described. The study consecutively enrolled 10222 patients presenting with AF to the chest pain unit of the University Hospital of Heidelberg. Clinical parameters and patient characteristics were assessed retrospectively. Outcome parameters included rates for all-cause death, stroke, myocardial infarction and major bleedings. We were able to investigate patient cohorts of special interest such as advanced chronic kidney disease, octogenarians, and those with acute coronary syndrome who are often underrepresented in current studies and randomized controlled trials.CONCLUSIONS: HERA-FIB is one of the largest real-world single-center retrospective registries on patients with AF, which captures the era of transition from vitamin K antagonists to non-vitamin K oral anticoagulation regimens in clinical practice and offers the possibility to investigate patient populations usually underrepresented or excluded in current available randomized controlled trials and registries.REGISTRATION: URL: https://www.clinicaltrials.gov; unique identifier: NCT05995561.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Developing a superhydrophilic/underwater oleophobic mesh membrane using an economical and eco-friendly method is still challenging to achieve high efficiency for oily wastewater separation. In this study, we proposed a novel approach to fabricate superhydrophilic/underwater oleophobic PVP/ZIF-8 coatings on stainless steel (SS) mesh using a low-cost and environmentally friendly electrodeposition method. The prepared PVP/ZIF8@SS mesh membrane exhibited remarkable self-cleaning and anti -oil -fouling properties, along with a strong chemical robustness in extreme environments. Additionally, the mesh membrane demonstrated strong antimicrobial ability and excellent corrosion resistance property. The mesh membrane also showed promising potential in gravitational oil -water separation and oil recovery, achieving a separation efficiency of 99.0% and a water flux of 3.8 x 103 L & sdot;m-2 & sdot;h-1 for rapeseed oil -water mixtures. Importantly, the PVP/ZIF-8@SS mesh membrane maintained exceptional separation efficiency, high water flux, and underwater oleophobicity properties even after undergoing 35 cycles of oil -water separations. The oil -water separation mechanism of the PVP/ZIF-8@SS mesh membrane suggested that the surface of the mesh membrane contained PVP/ZIF-8 particles with a significant negative charge. These particles preferentially interacted with positively charged water, facilitating the rapid passage of water phase through the pores, while impeding the permeation of negatively charged oil phase. This research provides an effective strategy for practical applications, including marine oil spill cleanup, oily wastewater treatment, and recycling of residual cooking oil in the restaurant industry.", + "input": "Abstract: BACKGROUND: Remote monitoring technologies show potential to help health professionals deliver preventative interventions which can avoid hospital admissions and allow patients to remain in a home setting.AIMS: To assess whether an Internet of Things (IoT) driven remote monitoring technology, used in the care pathway of community dementia patients in North Warwickshire improved access to care for patients and cost effectiveness.METHOD: Patient level changes to anonymised retrospective healthcare utilisation data were analysed alongside costs.RESULTS: Urgent care decreased following use of an IoT driven remote monitoring technology; one preventative intervention avoided an average of three urgent interventions. A Chi-Square test showing this change as significant. Estimates show annualised service activity avoidance of 201,583 for the cohort; 8764 per patient.CONCLUSIONS: IoT driven remote monitoring had a positive impact on health utilisation and cost avoidance. Future expansion of the cohort will allow for validation of the results and consider the impact of the technology on patient health outcomes and staff workflows.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: [This corrects the article DOI: 10.14423/SMJ.0000000000001652.].", - "output": "Communication", - "system": "", - "history": [] - }, - { - "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Mixed reality offers potential educational advantages in the delivery of clinical teaching. Holographic artefacts can be rendered within a shared learning environment using devices such as the Microsoft HoloLens2. In addition to facilitating remote access to clinical events, mixed reality may provide a means of sharing mental models, including the vertical and horizontal integration of curricular elements at the bedside. This study aimed to evaluate the feasibility of delivering clinical tutorials using the Microsoft HoloLens 2 and the learning efficacy achieved.METHODS: Following receipt of institutional ethical approval, tutorials on preoperative anaesthetic history taking and upper airway examination were facilitated by a tutor who wore the HoloLens device. The tutor interacted face to face with a patient and two-way audio-visual interaction was facilitated using the HoloLens 2 and Microsoft Teams with groups of students who were located in a separate tutorial room. Holographic functions were employed by the tutor. The tutor completed the System Usability Scale, the tutor, technical facilitator, patients, and students provided quantitative and qualitative feedback, and three students participated in semi-structured feedback interviews. Students completed pre- and post-tutorial, and end-of-year examinations on the tutorial topics.RESULTS: Twelve patients and 78 students participated across 12 separate tutorials. Five students did not complete the examinations and were excluded from efficacy calculations. Student feedback contained 90 positive comments, including the technology's ability to broadcast the tutor's point-of-vision, and 62 negative comments, where students noted issues with the audio-visual quality, and concerns that the tutorial was not as beneficial as traditional in-person clinical tutorials. The technology and tutorial structure were viewed favourably by the tutor, facilitator and patients. Significant improvement was observed between students' pre- and post-tutorial MCQ scores (mean 59.2% Vs 84.7%, p<0.001).CONCLUSIONS: This study demonstrates the feasibility of using the HoloLens 2 to facilitate remote bedside tutorials which incorporate holographic learning artefacts. Students' examination performance supports substantial learning of the tutorial topics. The tutorial structure was agreeable to students, patients and tutor. Our results support the feasibility of offering effective clinical teaching and learning opportunities using the HoloLens 2. However, the technical limitations and costs of the device are significant, and further research is required to assess the effectiveness of this tutorial format against in-person tutorials before wider roll out of this technology can be recommended as a result of this study.", - "output": "Education", + "input": "Abstract: Explanations in behavioural neuroscience are often said to be mechanistic in the sense that they explain an organism's behaviour by describing the activities and organisation of the organism's parts that are constitutively relevant to organism behaviour. Much has been said about the constitutive relevance of working parts (in debates about the so-called mutual manipulability criterion), but relatively little has been said about the constitutive relevance of the organising relations between working parts. Some New Mechanists seem to endorse a simple causal-linking account: organising relations are constitutively relevant to organism behaviour if and only if (and because) they are causal relations that link the working parts that are constitutively relevant to organism behaviour. In this paper, I argue that the causal-linking account is inadequate because it neglects the constitutive relevance of anatomical relations that organise the working parts of a behaving organism. I demonstrate this by considering a case study where the anatomical organisation of the barn owl (Tyto alba) is constitutively relevant to their mechanism for sound localization. The anatomical organisation of this mechanism is best understood as the back-and-forth flow of task information across 7 levels of anatomy (a notion that I distinguish from levels of mechanism). A further implication, I conclude, is that at least some of the interlevel structure of neuroscientific explanation is accounted for by levels of anatomy, not levels of mechanism.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: St Agnes Museum, Cornwall, currently holds in its collections a paint box with a metal plaque reading 'John Opie 1806', containing pigments and other artists' materials. John Opie produced hundreds of oil paintings until his untimely death in 1807 and was a well-known and successful painter of portraits and historical scenes. However, his work has been little studied, in comparison to his contemporaries such as Joshua Reynolds. This paper discusses the identification of the pigments in the paint box using infrared spectroscopy (FTIR-ATR), optical microscopy, scanning electron microscopy with energy dispersive spectroscopy (SEM-EDX), Raman spectroscopy (SERS) and X-ray fluorescence (XRF). Seven pigments have been identified as ultramarine, lead white, fustic and carmine lakes, carbon black (likely ivory), hematite, and burnt sienna, consistent with the bottle labels where present. The identification has been further confirmed using historical literature, which has shown that the pigments are likely to be contemporary with the stated date of 1806. This information adds to the body of knowledge about the artist specifically, and the artists pigments generally available at the time.", - "output": "Art", + "input": "Abstract: As the concentration of fine particles (PM2.5) is declining, ozone (O3) concentration has been increasing in China in recent years. To collaboratively control PM2.5 and O3, it is critical to understand the relationship between the two and identify major controlling factors. We use a convergent cross-mapping method to detect the causal relationship between daily PM2.5 and maximum daily 8 h average (MDA8) O3 concentrations in Beijing, Taizhou, Shenzhen and Chengdu, China, in the four seasons in 2015-2021. In addition, we also examined causal effects of atmospheric oxidation capacity, precursors and meteorological elements on PM2.5 and MDA8 O3 in the four cities. PM2.5 and MDA8 O3 are strongly positively correlated and show bidirectional causal relationships during the Beijing and Taizhou summer and in the four seasons in Shenzhen, due mainly to the strong photochemical reactions in the daytime. During the Beijing winter, PM2.5 and MDA8 O3 show bidirectional causal relationships, but the two are significantly negatively correlated, driven by NO2 and relative humidity. Weak bidirectional, unidirectional and no causal effects between PM2.5 and MDA8 O3 are detected in other seasons in the four cities. In these seasons and cities, the top three causal factors of PM2.5 differ from those of MDA8 O3. Season-, city- and pollutant-specific control measures of PM2.5 and MDA8 O3 are required.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Right-sided infective endocarditis (RSIE) is less common than left-sided infective endocarditis (LSIE) and exhibits distinct epidemiological, clinical, and microbiological characteristics. Previous studies have focused primarily on RSIE in patients with intravenous drug use. We investigated the characteristics and risk factors for RSIE in an area where intravenous drug use is uncommon. A retrospective cohort study was conducted at a tertiary hospital in South Korea. Patients diagnosed with infective endocarditis between November 2005 and August 2017 were categorized into LSIE and RSIE groups. Of the 406 patients, 365 (89.9%) had LSIE and 41 (10.1%) had RSIE. The mortality rates were 31.7% in the RSIE group and 31.5% in the LSIE group (P=0.860). Patients with RSIE had a higher prevalence of infection with Staphylococcus aureus (29.3% vs. 13.7%, P=0.016), coagulase-negative staphylococci (17.1% vs. 6.0%, P=0.022), and gram-negative bacilli other than HACEK (12.2% vs. 2.2%, P=0.003). Younger age (adjusted odds ratio [aOR] 0.97, 95% confidence interval [CI] 0.95-0.99, P=0.006), implanted cardiac devices (aOR 37.75, 95% CI 11.63-141.64, P\u22640.001), and central venous catheterization (aOR 4.25, 95% CI 1.14-15.55, P=0.029) were independent risk factors for RSIE. Treatment strategies that consider the epidemiologic and microbiologic characteristics of RSIE are warranted.", + "input": "Abstract: BACKGROUND: Cardiovascular disease is the leading cause of mortality in patients with kidney failure, and their risk of cardiovascular events is 10 to 20 times higher as compared with the general population.METHODS AND RESULTS: We evaluated 508822 patients who initiated dialysis between January 1, 2005 and December 31, 2014 using the United States Renal Data System with linked Medicare claims. We determined hospitalization rates for cardiovascular events, defined by acute coronary syndrome, heart failure, and stroke. We examined the association of sex with outcome of cardiovascular events, cardiovascular death, and all-cause death using adjusted time-to-event models. The mean age was 70\u00b112years and 44.7% were women. The cardiovascular event rate was 232 per thousand person-years (95% CI, 231-233), with a higher rate in women than in men (248 per thousand person-years [95% CI, 247-250] versus 219 per thousand person-years [95% CI, 217-220]). Women had a 14% higher risk of cardiovascular events than men (hazard ratio [HR], 1.14 [95% CI, 1.13-1.16]). Women had a 16% higher risk of heart failure (HR, 1.16 [95% CI, 1.15-1.18]), a 31% higher risk of stroke (HR, 1.31 [95% CI, 1.28-1.34]), and no difference in risk of acute coronary syndrome (HR, 1.01 [95% CI, 0.99-1.03]). Women had a lower risk of cardiovascular death (HR, 0.89 [95% CI, 0.88-0.90]) and a lower risk of all-cause death than men (HR, 0.96 [95% CI, 0.95-0.97]).CONCLUSIONS: Among patients undergoing dialysis, women have a higher risk of cardiovascular events of heart failure and stroke than men. Women have a lower adjusted risk of cardiovascular mortality and all-cause mortality.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Despite a world-leading educational system, an achievement gap in educational outcomes exists between children of refugee background and native-born peers in Finland. To offer targeted support for children at schools, we need to be able to reliably assess and understand the interplay of the aspects of children's cognitive, social, and mental health functions that may explain the underachievement of refugee children. This study tests a novel research-based, universally applicable screening battery for evaluating cognitive, social, and mental health functioning of children at schools and planning supportive actions. It aims to answer research questions about a) the cognitive, social, and mental health functioning of refugee children compared with non-refugee immigrant and native-born children, b) the interplay of these different functions among refugee and other children,c) whether implementing a screening battery can inform schools in planning supportive actions for (refugee) children, and d) whether such supportive actions result in improvements in cognitive, social, and mental health functioning.METHODS: Four hundred fifty children aged 10-12 will be recruited from primary schools, including 150 children of refugee background, 150 of non-refugee immigrant background, and 150 native-born Finnish children. A screening battery including tasks and questionnaires on different aspects of cognitive, social, and mental health functioning will be used to assess the children in their classrooms at the start and end of a school year. Supporting information will also be collected from parents and teachers. The information gathered will be collated into class-level feedback reports for teachers and, with parental permission, individualized reports for multiprofessional student welfare bodies, for informing supportive actions. Correlational and latent profile analyses, ANOVAs, and linear regression will be used to answer the research questions.DISCUSSION: This study will help clarify how the interplay of cognitive, social, and mental health factors may explain underachievement at school among refugee children. It will provide evidence about the extent to which a standardized screening battery could be helpful in informing and planning supportive actions for children at schools, and whether such supportive actions can lead to positive cognitive, social, or mental health outcomes.TRIAL REGISTRATION: The study will be preregistered on the Open Science Framework.", - "output": "Education", + "input": "Abstract: In light of the challenges posed by climate change and rural revitalization, high-quality construction in rural areas is facing significant obstacles from rainstorm flooding. This study adopts a regional disaster system analysis framework and examines the characteristics of rural rainstorm flooding disasters, including the instability of the breeding environment, the hazard characteristics, and the vulnerability of the exposure. Using this framework, we explore the various causes of rainstorm flooding in rural China, assess the effectiveness of responses to these disasters, and examine the differences between urban and rural responses. Our analysis reveals that the increase in rainstorm flooding in rural China is a complex result of multiple factors, including increased risk, instability, and vulnerability. While rural areas have made some progress in monitoring and responding to rainstorm flooding disasters, they remain weaker than cities in terms of governance and disaster management systems. To address these challenges, we recommend increased attention to rural flood control and disaster reduction, stronger preparation for disaster prevention and reduction plans, enhanced rural disaster infrastructure defense, increased financial support for water conservancy projects, and stronger professional emergency response teams, disaster relief equipment, and materials. Additionally, we recommend strengthening disaster prevention and reduction education and publicity among rural residents to promote the ability to self-rescue and mutual rescue.The disastrous impact of climate change and resulting extreme weather events on rural areas has become increasingly evident in recent years. China's vast rural areas have been particularly affected by frequent rainstorm flooding disasters. This paper identifies the increase in rainstorms, the instability of the disaster breeding environment in rural areas, and the increased vulnerability of exposures in these areas as the main reasons behind the intensification of rural rainstorm flooding. To mitigate the impact of these disasters, attention should be paid to natural disaster risk management, normalized flood control, and disaster reduction in rural areas. This requires overall coordination of rural disaster prevention and reduction planning, emphasis on improving the defense capacity of rural areas, increasing financial support for defensive water conservancy projects, promoting the construction of professional emergency rescue teams in rural areas, scientifically distributing flood prevention and disaster relief equipment and materials, strengthening publicity and education on disaster prevention and reduction, and enhancing rural disaster prevention awareness and self-rescue and mutual rescue capabilities.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: If elected, Claudia Sheinbaum Pardo would bring an extensive background in science and engineering to Mexico's presidency. But many researchers are anxious about how she would govern.", - "output": "History", + "input": "Abstract: Numerous philosophers accept the differentiation condition, according to which one does not see an object unless one visually differentiates it from its immediate surroundings. This paper, however, sounds a sceptical note. Based on suggestions by Dretske (2007) and Gibson (2002 [1972]), I articulate two 'principles of occlusion' and argue that each principle admits of a reading on which it is both plausible and incompatible with the differentiation condition. To resolve the inconsistency, I suggest we abandon the differentiation condition.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Reports on long-term outcomes of surgical aortic valve replacement (AVR) for patients aged<60years are scarce in Japan. Hence, we aimed to evaluate these outcomes in patients aged<60years.METHODS: Between March 2000 and December 2020, 1477 patients underwent aortic valve replacement. In total, 170 patients aged<60years who underwent aortic valve replacement were recruited. Patients aged<18years were excluded. Patient data collected from the operative records and follow-up assessments were reviewed.RESULTS: The mean age was 49\u00b19years, and 64.1% of patients were male. One-hundred-and-fifty-two patients (89.4%) underwent aortic valve replacement with a mechanical valve and 18 (10.6%) with a bioprosthetic valve. The mean follow-up period was 8.1\u00b15.5years. No operative mortality occurred, and in-hospital mortality occurred in one patient (0.6%). Ten late deaths occurred, with seven cardiac-related deaths. The overall survival rate was 95.4\u00b11.7%, 93.9\u00b12.3%, 90.6\u00b13.9%, and 73.2\u00b111.8% at 5, 10, 15, and 20years, respectively. Freedom from major bleeding was 96.4\u00b11.6% at 5, 10, and 15years, and 89.0\u00b17.3% at 20years. Freedom from thromboembolic events was 98.7\u00b11.3%, 97.3\u00b11.9%, 90.5\u00b14.5%, and 79.0\u00b111.3% at 5, 10, 15, and 20years, respectively. Freedom from valve-related reoperation was 99.4\u00b10.6% at 5years, 97.8\u00b11.7% at 10 and 15years, and 63.9\u00b114.5% at 20years.CONCLUSIONS: Patients aged<60years undergoing aortic valve replacement with a high mechanical valve implantation rate had favorable long-term outcomes.", - "output": "Demography", + "input": "Abstract: While the concept of interspecies solidarity has been central to ecofeminist work on animal rights since the 1980s, less attention has been devoted to the question of animal desire within the feminist animal care tradition, the majority of which has focused on women's and animals' shared oppression under patriarchy. This article offers a reformulation of feminist animal care ethics, one that seeks to recenter animal desire as the ground for interspecies solidarity. The first section of the article offers a review of the relationship between women and interspecies solidarity as articulated within the feminist animal care tradition. Part two draws upon multispecies ethnographic participant observation at a cat sanctuary in Syros, Greece, to account for questions of animal agency, as well as the gendered, racialized, and classed dimensions of interspecies care work. The final section of the article concludes by considering the ways in which grief and mourning are central to the decolonial project of feminist interspecies care and solidarity in a post-pandemic world.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Hippocrates, an influential figure in ancient Greek medicine, is best known for his lasting contribution, the Hippocratic Oath, which includes a significant message about obstetrics and gynecology. Given the Oath's status as a widely regarded ethical code for medical practice, it requires critical evaluation. The message of the Oath, as it related to obstetrics and gynecology, is expressed in ancient Greek by the phrase omicron\u1f50delta\u1f72 gammaupsilonnualphaiotakappa\u1f76 piepsilonsigmasigma\u1f78nu phitheta\u03ccrhoiotaomicronnu delta\u03cesigmaomega which translates directly to I will not give to any woman a harming pessary. The words fetus and abortion were not present in the original Greek text of the Oath. Yet, this message of the Hippocratic Oath has been interpreted often as a prohibition against abortion. In this article, we present a critical linguistic and historical analysis and argue against the notion that the Hippocratic Oath was prohibiting abortion. We provide evidence that the words foetum (fetus) and abortu (abortion) were inserted in the Latin translations of the Oath, which then carried on in subsequent English versions. The addition of the words fetus and abortion in the Latin translations significantly altered the Oath's original meaning. Unfortunately, these alterations in the translation of the Hippocratic Oath have been accepted over the years because of cultural, religious, and social reasons. We assert that because the original Hippocratic Oath did not contain language related to abortion, it should not be construed as prohibiting it. The interpretation of the Oath should be based on precise andrigorous translation and speculative interpretations should be avoided.", - "output": "History", + "input": "Abstract: One of the widely used metal additive manufacturing processes, named Selective laser melting (SLM), can facilitate the printing of novel metal matrix nanocomposites through the fusion of metallic powders with nanoparticles. The current study proposes a novel numerical model to simulate microstructure formation considering local nanoparticle distribution during the SLM process. The proposed model formulates a three-dimensional computational fluid dynamics (CFD) model with Lagrangian particle tracking to simulate a single-track, single-layer SLM process of aluminum alloy reinforced with titanium diboride (chemical formula: TiB2) nanoparticles in ANSYS FLUENT. A very low weight fraction (0.0009%) of nanoparticles was considered due to the computational limitations of the software package. The temperature distribution and particle distribution results were first calculated by the 3D CFD model. Then, the results were one-way coupled to a 2D Cellular Automata (CA) model to predict the microstructure evolution using matlab. The coupled CFD-CA model and Lagrangian particle tracking were separately validated in this study. The results showed that the nanoparticles migrate within the recirculation zones formed by both Marangoni and natural convection in the fluid of the molten pool. The microstructure predicted by this model showed that the introduction of the nanoparticles increased bulk nucleation during solidification. The growth of large columnar grains is interrupted by the formation of randomly oriented small equiaxed grains. The average grain diameter decreased by 40% when nanoparticles were present compared to microstructures without nanoparticles.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: This review aimed to quantify the impact of socioeconomic status on functional outcomes from stroke and identify the socioeconomic status indicators that exhibit the highest magnitude of association.METHODS AND RESULTS: We performed a systematic literature search across Medline and Embase from inception to May 2022, to identify observational studies (n\u2265100, and in English). Risk of bias was assessed using the modified Newcastle Ottawa Scale. Random effects meta-analysis was used to pool data. We included 19 studies (157715 patients, 47.7% women) reporting functional outcomes measured with modified Rankin Scale or Barthel index, with 10 assessed as low risk of bias. Measures of socioeconomic status reported were education (11 studies), income (8), occupation (4), health insurance status (3), and neighborhood socioeconomic deprivation (3). Pooled data suggested that low socioeconomic status was significantly associated with poor functional outcomes, including incomplete education or below high school level versus high school attainment and above (odds ratio [OR], 1.66 [95% CI, 1.40-1.95]), lowest income versus highest income (OR, 1.36 [95% CI, 1.02-1.83]), a manual job/being unemployed versus a nonmanual job/working (OR, 1.62 [95% CI, 1.29-2.02]), and living in the most disadvantaged socioeconomic neighborhood versus the least disadvantaged (OR, 1.55 [95% CI, 1.25-1.92]). Low health insurance status was also associated with an increased risk of poor functional outcomes (OR, 1.32 [95% CI, 0.95-1.84]), although this was association was not statistically significant.CONCLUSIONS: Despite great strides in stroke treatment in the past decades, social disadvantage remains a risk factor for poor functional outcome after an acute stroke. Further research is needed to better understand causal mechanisms and disparities.", - "output": "Education", + "input": "Abstract: The pollution of antibiotics in aquatic environments has received extensive attention. Yet, research on antibiotic contamination in river-lake systems, a significant form of modern aquatic environments, still needs to be explored. This study focuses on the Chaohu Basin (China) investigating the occurrence characteristics, influencing factors, and risk assessments of antibiotics in the river-lake system. The total antibiotic concentrations in the water phase and sediment phase were 3.14-1887.49 ng/L and 0.92-1553.75 ng/g, respectively. Clindamycin was the predominant antibiotic in the water phase, whereas tetracycline prevailed in the sediment phase. Notable differences in concentration and structural composition of antibiotics between the tributaries (river system) and Chaohu Lake were observed, indicating the involvement of various geochemical processes in the attenuation of antibiotics during transport to the receiving lake. Spatial analysis suggested that the western river is the primary source of antibiotics in Chaohu Lake. Controlling nutrient influx in heavily polluted areas is crucial to addressing the escalating issue of antibiotic pollution in the river-lake system. The widespread occurrence of clindamycin in the waters is likely due to wastewater treatment plant discharges, and high-intensity human activities continue to exacerbate antibiotic contamination. Risk assessment indicated that sulfamethoxazole, tetracycline, lincomycin, and clindamycin ranked in the top four with the highest risks to the most sensitive aquatic organisms. Nonetheless, the antibiotics presented no risk to consumer health. This study provides valuable insights for controlling antibiotic pollution in riverlake systems.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The search for melatonin receptor agonists formed the main part of melatonin medicinal chemistry programs for the last three decades. In this short review, we summarize the two main aspects of these programs: the development of all the necessary tools to characterize the newly synthesized ligands at the two melatonin receptors MT1 and MT2, and the medicinal chemist's approaches to find chemically diverse ligands at these receptors. Both strategies are described. It turns out that the main source of tools were industrial laboratories, while the medicinal chemistry was mainly carried out in academia. Such complete accounts are interesting, as they delineate the spirits in which the teams were working demonstrating their strength and innovative character. Most of the programs were focused on nonselective agonists and few of them reached the market. In contrast, discovery of MT1-selective agonists and melatonergic antagonists with proven in vivo activity and MT1 or MT2-selectivity is still in its infancy, despite the considerable interest that subtype selective compounds may bring in the domain, as the physiological respective roles of the two subtypes of melatonin receptors, is still poorly understood. Poly-pharmacology applications and multitarget ligands have also been considered.", + "input": "Abstract: During summer 2021, the world watched the swift and, for some, surprising collapse of Afghanistan's government. However, a Taliban victory was always a possibility for players of A Distant Plain (ADP), a boardgame about insurgency and counterinsurgency in post-9/11 Afghanistan. These events inspired many ADP players, and its designers, to (re)engage with the game, thus providing scholars with a unique opportunity to investigate in real time how historical practice occurs within the popular culture space. Utilizing primary sources, this article demonstrates that contemporary history games - those which depict current events or open-ended, unresolved periods, rather than ones designed to model what is seen as 'settled' history - are uniquely subject to external, out-of-game interventions which may prompt reevaluations of their assumptions and models, since players and designers are repeatedly challenged by changing circumstances to integrate new data into how they perceive and consume the historical representations found therein. These games are therefore exceptionally suited to engendering genuine and ongoing historical practice, through the use of evidence, argumentation and debate, retrospective reassessments, and counterfactual analysis. The broader discipline will greatly benefit from taking a more inclusive view of popular history by paying greater attention to historical games of this type.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Di-n-butyl phthalate (DBP) is one of the most extensively used phthalic acid esters (PAEs) and is considered to be an emerging, globally concerning pollutant. The genus Streptomyces holds promise as a degrader of various organic pollutants, but PAE biodegradation mechanisms by Streptomyces species remain unsolved. In this study, a novel PAE-degrading Streptomyces sp. FZ201 isolated from natural habitats efficiently degraded various PAEs. FZ201 had strong resilience against DBP and exhibited immediate degradation, with kinetics adhering to a first-order model. The comprehensive biodegradation of DBP involves de-esterification, beta-oxidation, trans-esterification, and aromatic ring cleavage. FZ201 contains numerous catabolic genes that potentially facilitate PAE biodegradation. The DBP metabolic pathway was reconstructed by genome annotation and intermediate identification. Streptomyces species have an open pangenome with substantial genome expansion events during the evolutionary process, enabling extensive genetic diversity and highly plastic genomes within the Streptomyces genus. FZ201 had a diverse array of highly expressed genes associated with the degradation of PAEs, potentially contributing significantly to its adaptive advantage and efficiency of PAE degradation. Thus, FZ201 is a promising candidate for remediating highly PAE-contaminated environments. These findings enhance our preliminary understanding of the molecular mechanisms employed by Streptomyces for the removal of PAEs.", - "output": "Economics", + "input": "Abstract: The Saddest Waste The moral that Joaquin Sorolla meant to convey in his 1899 painting Sad Inheritance! was based on a faulty diagnostic theory. In retrospect, the boys he depicted suffered from polio - not congenital syphilis.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A famous painting of the 19th century, by Ilia Repin, of a religious procession depicts the pageantry of the event but also draws the attention of the viewer to the exclusion of a disabled child from the festivities.", - "output": "Art", + "input": "Abstract: Drawing on recently published correspondence as well as on a survey of Polish and international philosophical activity published in 1937 and details concerning the publisher and bookseller Aleksander Mazzucato, I provide evidence that, contrary to some recent assertions (but in line with older bibliographical entries), Tarski's 'Der Wahrheitsbegriff in den formalisierten Sprachen' was not published in journal form until 1936, although preprints, lacking two corrections and a small addendum, were likely available in the late months of 1935.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Mental health issues are intricately linked to socioeconomic background, employment and migration status. However, there remains a gap in understanding the mental health challenges faced by graduate youth in India, particularly in Kolkata City. This study aims to assess the prevalence and associated risk factors of depression, anxiety, and stress among higher-educated migrant youth. A survey was conducted on four hundred migrant graduate youths aged 21-35 residing in Kolkata. Measures included socio-demographics and the Depression Anxiety Stress Scale (DASS-21). Chi-square tests and binary logistic regression were employed to identify factors associated with mental health issues. The overall prevalence rates were 54.4% for depression, 61.8% for anxiety, and 47.9% for stress. Unemployed youths exhibited significantly more symptoms of depression and anxiety than their employed counter parts. The logistic regression model showed that unemployed youth, female sex, never married, and second- and third-time migrant youths were risk factors for high scores on the DASS-21. This study showed that mental health issues were alarming in the higher educated migrant youth. The study suggests the implementation of skill-based, job-oriented, and professional courses at the graduation level to prevent graduates from being rendered unproductive and jobless. Beside these, regular psychological support should be provided to the higher educated youth by the local governments.", - "output": "Education", + "input": "Abstract: Most existing learning-based deraining methods are supervisedly trained on synthetic rainy-clean pairs. The domain gap between the synthetic and real rain makes them less generalized to complex real rainy scenes. Moreover, the existing methods mainly utilize the property of the image or rain layers independently, while few of them have considered their mutually exclusive relationship. To solve above dilemma, we explore the intrinsic intra-similarity within each layer and inter-exclusiveness between two layers and propose an unsupervised non-local contrastive learning (NLCL) deraining method. The non-local self-similarity image patches as the positives are tightly pulled together and rain patches as the negatives are remarkably pushed away, and vice versa. On one hand, the intrinsic self-similarity knowledge within positive/negative samples of each layer benefits us to discover more compact representation; on the other hand, the mutually exclusive property between the two layers enriches the discriminative decomposition. Thus, the internal self-similarity within each layer (similarity) and the external exclusive relationship of the two layers (dissimilarity) serving as a generic image prior jointly facilitate us to unsupervisedly differentiate the rain from clean image. We further discover that the intrinsic dimension of the non-local image patches is generally higher than that of the rain patches. This insight motivates us to design an asymmetric contrastive loss that precisely models the compactness discrepancy of the two layers, thereby improving the discriminative decomposition. In addition, recognizing the limited quality of existing real rain datasets, which are often small-scale or obtained from the internet, we collect a large-scale real dataset under various rainy weathers that contains high-resolution rainy images. Extensive experiments conducted on different real rainy datasets demonstrate that the proposed method obtains state-of-the-art performance in real deraining.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In forensic science, glyphosate (GLYP) and glufosinate (GLUF), a class of non-selective broad-spectrum herbicides, have been frequently encountered in many fatal poisoning and suicide cases due to their widespread availability. Therefore, it is essential to develop an effective method for detecting these compounds. Some conventional methods, such as gas chromatography-mass spectrometry (GC-MS) or liquid chromatography-mass spectrometry (LC-MS), have been reported to detect these compounds. However, these methods are not ideal for their time-consuming and non-sensitive feature. Herein, probe electrospray ionization (PESI) tandem mass spectrometry (MS/MS), a fast and sensitive technique, was applied for the determination of GLYP and GLUF in human blood, which can obtain analytical results within 0.5 min without derivatization and chromatographic separation. After protein precipitation of blood samples, the supernatant was mixed with isopropanol and ultra-pure water (1:1 v/v). Then, 8 muL of the mixture was introduced into the plastic sample plate for PESI-MS/MS analysis. The limits of detection (LODs) of the method were 0.50 mug/mL and 0.25 mug/mL for two analytes, and the limits of quantitation (LOQs) were both 1.00 mug/mL, which are higher than the concentration of reported poisoning and fatal cases. In the linear range of 1-500 mug/mL, the regression coefficients (r2) for GLYP and GLUF were over 0.99. The matrix effects ranged from 94.8 % to 119.5 %, and the biases were below 4.3 %. The recoveries ranged between 84.8 % and 107.4 %, and the biases were below 7.6 %. Meanwhile, the method was effectively utilized to detect and quantify the blood, urine, and other samples. Consequently, the results suggest that PESI-MS/MS is a straightforward, fast, and sensitive method for detecting GLUF and GLYP in forensics. In the future, PESI-MS/MS will become an indispensable technique for polar substances in grassroots units of public security where rapid detection is essential.", - "output": "Economics", + "input": "Abstract: The Rainwater Harvesting Tool is a publicly available web-based geographic information system tool. It was developed using geospatial analysis in combination with historic zone improvement plan (ZIP) Code-level monthly average precipitation and evapotranspiration data across the US to help select potential locations for harvesting rainwater. Rainwater harvesting can provide a key alternative water source for a variety of uses, including landscape irrigation, vehicle washing, cooling tower make-up, dust suppression, and toilet flushing. Rainwater harvesting can help to diversify water sources for institutional, commercial, and residential buildings and offset the use of treated potable water. This tool aims to help organizations strategically target locations in which to implement rainwater harvesting systems. The metric used in the tool is called the rainwater harvesting potential, which is a normalized metric. The rainwater harvesting potential describes the amount of rainwater that reasonably can be collected and stored at a specific location. This metric was used to rank areas delineated by ZIP Codes across the US from lowest to highest to show the relative availability of rainwater for harvesting. Two mapping layers are included in the tool: a layer that shows the general year-round rainwater harvesting potential, and a layer that specifically shows the potential for harvesting rainwater to supply irrigation water. The Rainwater Harvesting Tool allows users to view the overall trends across the US and view the data at a scale at which the ZIP Code boundaries are clearly delineated. The tool can be used to help organizations with buildings located in multiple regions to strategically identify where to install rainwater harvesting systems and prioritize locations that may be optimal for rainwater harvesting.The Rainwater Harvesting Tool is a web-based geographic information system tool, which is free and available to the public. The tool presents the rainwater harvesting potential across the US to help determine locations that are potentially good candidates for harvesting rainwater and capable of meeting the water demands of institutional, commercial, and residential buildings. Rainwater can supply water for irrigation, cooling towers, vehicle washing, toilet flushing, and so forth, and offsets the use of treated potable water. The tool contains two mapping layers. The first shows the general potential for capturing rainwater and indicates the relative ability of a given location to collect rainwater throughout the year for beneficial use. The second identifies areas with favorable precipitation patterns for collecting rainwater during the irrigation season. The Rainwater Harvesting Tool provides interactive functions within a single browser session. Users enter specific locations (by ZIP Code), and the tool outputs a relative rank of the harvesting potential. The amount of rain potentially harvested each month also is provided. This portfolio planning, decision support tool can be utilized by organizations to target locations that are most conducive for rainwater harvesting across many locations.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Teen dating violence (TDV) is prevalent with lifelong adverse consequences, and strategies to reduce its burden are needed. Many U.S. states have enacted laws to address TDV in schools, but few studies have examined their effectiveness. This study aimed to assess whether state TDV laws were associated with changes in physical TDV victimization among high school students.METHODS: We used repeated cross-sectional data of high school students from the Youth Risk Behavior Survey across 41 states from 1999 to 2019. Using a difference-in-differences approach with an event study design, we compared changes in past-year physical TDV in states that enacted TDV laws (n=21) compared to states with no required laws (n=20). Analyses accounted for clustering at the state-level and state and year-fixed effects. We conducted sensitivity analyses to assess the robustness of our findings.RESULTS: In our sample of 1,240,211 students, the prevalence of past-year physical TDV was 9.2% across all state-years. In 1999, the prevalence of TDV at the state-level ranged from 7.5 to 13.0%; in 2019, the prevalence ranged from 3.7 to 10.5%. There was no significant association between TDV laws and past-year physical TDV. Six or more waves after enactment, we observed a non-significant 1.7% percentage point reduction in TDV in states with TDV laws (95% CI: -3.6 to 0.3 percentage points; p=0.10).CONCLUSIONS: We found no significant association between enactment of TDV laws and physical TDV among high school students. Further research is needed to understand how TDV laws are implemented and components of TDV laws that may influence effectiveness.", + "input": "Abstract: This article investigates the relationship between public funding and the political activities of youth organisations in Europe. By analysing original data from a random sample of about 4500 youth organisations in nine countries generated through a content analysis of organisations' websites, we examine the extent to which they engage in political activities. The analysis provides evidence for a negative impact of public funding on the engagement of youth organisations in political activities. This suggests that receiving financial resources from state institutions may lead to depoliticisation. Moreover, we also show how the effect of public funding is conditional upon the broader context, suggesting that the question of whether public funding encourages or discourages youth organisations to carry out political activities may be contingent on their broader economic and political environment.", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Almost 400 years ago, Rubens copied Titian's The Fall of Man, albeit with important changes. Rubens altered Titian's original composition in numerous ways, including by changing the gaze directions of the depicted characters and adding a striking red parrot to the painting. Here, we quantify the impact of Rubens's choices on the viewer's gaze behavior. We displayed digital copies of Rubens's and Titian's artworks-as well as a version of Rubens's painting with the parrot digitally removed-on a computer screen while recording the eye movements produced by observers during free visual exploration of each image. To assess the effects of Rubens's changes to Titian's composition, we directly compared multiple gaze parameters across the different images. We found that participants gazed at Eve's face more frequently in Rubens's painting than in Titian's. In addition, gaze positions were more tightly focused for the former than for the latter, consistent with different allocations of viewer interest. We also investigated how gaze fixation on Eve's face affected the perceptual visibility of the parrot in Rubens's composition and how the parrot's presence versus its absence impacted gaze dynamics. Taken together, our results demonstrate that Rubens's critical deviations from Titian's painting have powerful effects on viewers' oculomotor behavior.", - "output": "Art", + "input": "Abstract: Like other European countries, Austria introduced employment restrictions for foreigners after World War I. Access to the labor market was to be reserved primarily for Austrian citizens. These new regulations related exclusively to dependent employees and allowed exceptions in view of family reunification, among other things. They were based on official labor market categories and reflected widely accepted imaginations of gender-specific abilities and responsibilities. However, many foreigners earned their living in a household context and their activities hardly matched the official categories of work and family. Since decision-making on employment permits required unambiguous categorization, this situation posed a dilemma for the authorities in charge. Given the vast variety of work arrangements and relations, they struggled to clearly draw the line between employed and not employed workers. Using the example of domestic help and Bulgarian gardeners, this article investigates administrative authorities' attempts to make such distinctions and it examines migrants' efforts to occupy labor market niches. While migrants un/intentionally circumvented regulations and made their living in Austria, the ongoing disputes paradoxically contributed to an enforcement of restrictions. Administrative authorities gradually increased their endeavor to locate unauthorized foreign workers even within households and they sharpened the criteria for their categorization.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: Children's active travel to and from school (AST) and children's independent mobility (CIM) are consistently positively associated with physical activity (PA); however, few researchers have investigated associations between objective measures of the environment and indicators of AST and CIM in national samples.METHODS: A national sample of 2,067 Canadian parents of 7- to 12-year-old children was recruited in December 2020. Regression analyses were used in 2023 to assess the association between geographic information system measures of park density, blue space, population density, greenspace, intersection density, and CIM and AST to and from school.RESULTS: Children in areas with high versus low park density (>0.025 vs. \u22640.025) had higher odds of travel to school via active modes (OR: 1.47 [1.14, 1.91], p=0.003). Children in neighborhoods in the highest quartile for neighborhood greenspace (Normalized Difference Vegetation Index) were more likely to travel to home actively than those in areas of lower greenspace (OR: 1.70 [1.18, 2.45], p=0.004). On average, children living in areas in the highest versus the lowest quartile for intersection density were more likely to engage in AST to (OR: 2.43 [1.58, 3.75], p<0.001) and from (OR: 2.77 [1.80, 4.29], p<0.001) school.CONCLUSIONS: The observed associations underscore a need for city planners and policymakers to ensure sufficient access to parks and neighborhood greenspace, especially if findings are confirmed in longitudinal studies. More research is needed to investigate the role of intersection density in supporting AST and CIM.", - "output": "Geography", + "input": "Abstract: Created and published in a printed volume in 1611, the emblem chosen by the literary Academy of the Umoristi is intriguing at multiple levels. At a time when the water cycle was still unknown, the image engaged the thorny question of how the evaporation of salty seawater, condensed into clouds, could subsequently pour down as sweet rain. Additionally, the Lucretian motto Redit agmine dulci audaciously evoked the philosophy of atoms. The combination of the image and the motto suggested looking at the meteorological phenomenon on display as a sort of natural distillation process, not different from the circulations taking place in the alembic. This enquiry will document how the Academy of the Umoristi was influenced in the choice of its emblem by the scientific Academy of the Lincei and how, towards the end of the seventeenth century, under the patronage of Christina of Sweden, the interconnection of alchemy and atomism alluded to in the academic emblem was reclaimed as a distinctive philosophical banner.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Community food environments (CFEs) have a strong impact on child health and nutrition and this impact is currently negative in many areas. In the Republic of Argentina, there is a lack of research evaluating CFEs regionally and comprehensively by tools based on geographic information systems (GIS). This study aimed to characterize the spatial patterns of CFEs, through variables associated with its three dimensions (political, individual and environmental), and their association with the spatial distribution in urban localities in Argentina. CFEs were assessed in 657 localities with \u22655,000 inhabitants. Data on births and CFEs were obtained from nationally available open-source data and through remote sensing. The spatial distribution and presence of clusters were assessed using hotspot analysis, purely spatial analysis (SaTScan), Moran's Index, semivariograms and spatially restrained multivariate clustering. Clusters of low risk for LBW, macrosomia, and preterm births were observed in the central-east part of the country, while high-risk clusters identified in the North, Centre and South. In the central-eastern region, low-risk clusters were found coinciding with hotspots of public policy coverage, high night-time light, social security coverage and complete secondary education of the household head in areas with low risk for negative outcomes of the birth variables studied, with the opposite with regard to households with unsatisfied basic needs and predominant land use classes in peri-urban areas of crops and herbaceous cover. These results show that the exploration of spatial patterns of CFEs is a necessary preliminary step before developing explanatory models and generating novel findings valuable for decision-making.", - "output": "Geography", + "input": "Abstract: Ethnographic records show that wooden tools played a pivotal role in the daily lives of hunter- gatherers including food procurement tools used in hunting (e.g., spears, throwing sticks) and gathering (e.g. digging sticks, bark peelers), as well as, domestic tools (e.g., handles, vessels). However, wood rarely survives in the archeological record, especially in Pleistocene contexts and knowledge of prehistoric hunter- gatherer lifeways is strongly biased by the survivorship of more resilient materials such as lithics and bones. Consequently, very few Paleolithic sites have produced wooden artifacts and among them, the site of Schoningen stands out due to its number and variety of wooden tools. The recovery of complete wooden spears and throwing sticks at this 300,000 - y - old site (MIS 9) led to a paradigm shift in the hunter vs. scavenger debate. For the first time and almost 30 y after their discovery, this study introduces the complete wooden assemblage from Schoningen 13 II - 4 known as the Spear Horizon. In total, 187 wooden artifacts could be identified from the Spear Horizon demonstrating a broad spectrum of wood- working techniques, including the splitting technique. A minimum of 20 hunting weapons is now recognized and two newly identified artifact types comprise 35 tools made on split woods, which were likely used in domestic activities. Schoningen 13 II - 4 represents the largest Pleistocene wooden artifact assemblage worldwide and demonstrates the key role woodworking had in human evolution. Finally, our results considerably change the interpretation of the Pleistocene lakeshore site of Schoningen.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Still life paintings comprise a wealth of data on visual perception. Prior work has shown that the color statistics of objects show a marked bias for warm colors. Here, we ask about the relative chromatic contrast of these object-associated colors compared with background colors in still life paintings. We reasoned that, owing to the memory color effect, where the color of familiar objects is perceived more saturated, warm colors will be relatively more saturated than cool colors in still life paintings as compared with photographs. We analyzed color in 108 slides of still life paintings of fruit from the teaching slide collection of the Fogg University Art Museum and 41 color-calibrated photographs of fruit from the McGill data set. The results show that the relatively higher chromatic contrast of warm colors was greater for paintings compared with photographs, consistent with the hypothesis.", - "output": "Art", + "input": "Abstract: In this paper, I aim to discuss what puns, metaphysically, are. I argue that the type-token view of words leads to an indeterminacy problem when we consider puns. I then outline an alternative account of puns, based on recent nominalist views of words, that does not suffer from this indeterminacy.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To benchmark the university food environment and explore students' experiences with food insecurity and healthy eating in order to inform interventions to improve access and affordability of healthy foods for university students.DESIGN: A food environment audit was conducted on the university campus using the Uni-Food tool from April to May 2022 and was comprised of three main components, university systems and governance, campus facilities and environment, and food retail outlets. A qualitative study design was also used to conduct focus groups and semi-structured interviews with students to explore key themes regarding their experiences with food insecurity and healthy eating.SETTING: Macquarie University, Australia.PARTICIPANTS: For the food environment audit 24 retail outlets on campus and for the qualitative component 29 domestic and international students enrolled at Macquarie University.RESULTS: The university only scored 27% in total for all components in the food environment audit. The results showed the need for better governance and leadership of the food environment. The qualitative component suggested that the main barriers to accessing healthy foods were related to availability, pricing, and knowledge of healthy foods. Future intervention ideas included free fruits and vegetables, food relief, discounts, improved self-catering facilities, education, and increased healthy food outlets.CONCLUSIONS: Improving governance measures related to healthy eating on campus are a core priority to strengthen the food environment and students identified pricing and availability as key issues. These findings will inform effective and feasible interventions to improve food security and healthy eating on campus.", + "input": "Abstract: BACKGROUND: Medical students hold significant importance, as they represent the future of healthcare provision. This study aimed to explore psychological antecedents towards the monkeypox (mpox) vaccines amongpostgraduate and undergraduatemedical students across countries.METHODS: A cross-sectional survey was conducted among medical students aged 18 years old and above in 7 countries; Egypt, Romania, Malaysia, and Yemen, Iraq, India, and Nigeria. We used social media platforms between September 27 and November 4, 2022. An anonymous online survey using the 5C scale was conducted using snowball and convenience Sampling methods to assess the 5 psychological antecedents of vaccination (i.e., confidence, constraints, complacency, and calculation, as well as collective responsibility).RESULTS: A total of 2780 participants were recruited. Participants' median age was 22 years and 52.1% of them were males. The 5C psychological antecedents of vaccination were as follows: 55% were confident about vaccination, 10% were complacent, 12% experienced constraints, and 41% calculated the risk and benefit. Lastly, 32% were willing to be vaccinated for the prevention of infection transmission to others. The Country was a significant predictor of confidence, complacency, having constraints, and calculation domains (P < 0.001). Having any idea about the mpox vaccine was linked to 1.6 times higher odds of being more confident [OR = 1.58 (95% CI, 1.26-1.98), P < 0.001] Additionally, living in a rural area significantly increased complacency [OR = 1.42 (95% CI, 1.05-1.95), P = 0.024] as well as having anyone die from mpox [OR = 3.3 (95% CI, 1.64-6.68), P < 0.001]. Education level was associated with increased calculation [OR = 2.74 (95% CI, 1.62-4.64), P < 0.001]. Moreover, being single and having no chronic diseases significantly increased the calculation domain [OR = 1.40 (95% CI, 1.06-1.98), P = 0.02] and [OR = 1.54 (95% CI, 1.10-2.16), P = 0.012] respectively. Predictors of collective responsibility were age 31-45 years [OR = 2.89 (95% CI, 1.29-6.48), P = 0.01], being single [OR = 2.76 (95% CI, 1.94 -3.92), P < 0.001], being a graduate [OR = 1.59 (95% CI (1.32-1.92), P < 0.001], having no chronic disease [OR = 2.14 (95% CI, 1.56-2.93), P < 0.001], and not knowing anyone who died from mpox [OR = 2.54 (95% CI, 1.39-4.64), P < 0.001), as well as living in a middle-income country [OR = 0.623, (95% CI, 0.51-0.73), P < 0.001].CONCLUSIONS: This study underscores the multifaceted nature of psychological antecedents of vaccination, emphasizing the impact of socio-demographic factors, geographic location, and awareness, as well as previous experiences on individual attitudes and collective responsibility towards vaccination.", "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Introduction Robust digital and community-led approaches are needed to combat health misinformation, as highlighted by the COVID-19 pandemic. Such gaps in public health outreach, compounded by systemic health barriers, contributed to higher rates of COVID-19 infection, mortality, and mental health effects among Hispanics during the peak of the pandemic. Thus, we conducted a community-based art-meets-health intervention [Stay Connected Los Angeles (SCLA)] to address the impacts of the COVID-19 pandemic in Hispanic communities.Methods Led by local artists in collaboration with public health specialists and community members, SCLA used multimedia to promote infection mitigation behaviors and psychological well-being among the 120,000 residents of Eastern Los Angeles. Campaign materials were designed with input from community representatives and included digital media, large-scale murals, and comic-book style pieces. Two semi-structured focus groups (one in English and another in Spanish) were conducted to solicit participants' views on attributes of the campaign. Independent coders analyzed transcripts and applied thematic analysis to summarize key learnings regarding central health and mitigation messages, media modalities, how health information would be communicated, and the ideal spokespersons for delivering health-related messages.Results Focus group participants emphasized the effectiveness of social media, GIFs, and references to popular media. Further, youth involvement in the creative process was deemed to be important. Participants highlighted the need for clarity in public health messaging and adaptation of visual campaigns to the preferences of diverse age groups through different art styles. Finally, community leaders were found to be critical health information sources.Discussion As a model of a culturally tailored arts-meets health public education campaign, SCLA yielded valuable information on how to structure future public health messaging and media to create a meaningful improvement in health knowledge, mental well-being, and compliance with mitigation behaviors in communities that are often overlooked. Contributions from local artists can heighten appeal and acceptability of messages.", - "output": "Art", + "input": "Abstract: This paper introduces a novel class of negative-stiffness (NS) core sandwich composite structures that exhibit unique mechanical performance, including shape recovery, superelasticity, and energy absorption (EA) in bending and shear mode. The core of these structures consists of a periodic cellular arrangement of double-curved beams that undergo consecutive local snap-buckling transitions between multiple equilibrium states, enabling the structures to change shape reversibly between their initial and deformed configurations. To characterize the force-displacement relationship of the core, a comprehensive analysis was conducted using a combination of 3D printed models and finite-element simulations. The metamaterial core with gradient-thickness negative-stiffness beams were examined under uniform compression, demonstrating that the snap-through behavior of the curved beams was intricately controlled by the beam thickness in each row. The numerical simulations accurately predicted the deformation characteristics of the graded cellular core, supporting the design of a metamaterial core with functionally varied beam thickness for nonuniform transverse loading. This led to spatially controlled NS core material with specific EA of around 50 J kg-1 and an apparent core shear strength of 0.1 MPa, all mainly within the reusable elastic regime. The resulting sandwich structures efficiently mitigated the localized effect from concentrated compressive forces and achieved complete snap-through buckling in all curve beams. Three-point bending response revealed three distinct phases of flexural deformation: the local facial bending phase, the sequential core-snapping superelastic phase, and the global bending phase.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Mohs Micrographic Surgery (MMS) is effective for treating common cutaneous malignancies, but complex repairs may often present challenges for reconstruction. This paper explores the potential of three-dimensional (3D) bioprinting in MMS, offering superior outcomes compared to traditional methods. 3D printing technologies show promise in advancing skin regeneration and refining surgical techniques in dermatologic surgery. A PubMed search was conducted using the following keywords: Three-dimensional bioprinting OR 3-D printing AND Mohs OR Mohs surgery OR Surgery. Peer-reviewed English articles discussing medical applications of 3D bioprinting were included, while non-peer-reviewed and non-English articles were excluded. Patients using 3D MMS models had lower anxiety scores (3.00 to 1.7, p<0.0001) and higher knowledge assessment scores (5.59 or 93.25% correct responses), indicating better understanding of their procedure. Surgical residents using 3D models demonstrated improved proficiency in flap reconstructions (p=0.002) and knowledge assessment (p=0.001). Additionally, 3D printing offers personalized patient care through tailored surgical guides and anatomical models, reducing intraoperative time while enhancing surgical. Concurrently, efforts in tissue engineering and regenerative medicine are being explored as potential alternatives to address organ donor shortages, eliminating autografting needs. However, challenges like limited training and technological constraints persist. Integrating optical coherence tomography with 3D bioprinting may expedite grafting, but challenges remain in pre-printing grafts for complex cases. Regulatory and ethical considerations are paramount for patient safety, and further research is needed to understand long-term effects and cost-effectiveness. While promising, significant advancements are necessary for full utilization in MMS.", - "output": "Communication", + "input": "Abstract: This study presents a new solution algorithm to calculate the bearing capacity coefficient N-gamma for a fully rough strip footing located on an infinite slope considering different soil friction angles phi and ground slopes beta degrees using the stress characteristics method. The results showed that N-gamma coefficients decreased with an increase in slope inclination, and roughness contribution prevented further reduction, particularly for higher phi values. The higher contribution of the upside-sloping ground for footing laid on the infinite slope led to a lower reduction of the N-gamma coefficients compared with the footing placed at the slope vicinity in terms of a larger area affected by the stress field, and a larger plastic region of the downface slope. The reduction value was more eminent for steeper slopes beta >= 20 degrees due to the tendency for nonsymmetrical failure pattern, especially for higher phi values. The findings of the current research and those described in the literature were in good agreement, so much so that the lower-bound limit analysis and the current solution technique virtually reflect the same trend. The load inclination values for footings located adjacent to the slope with beta <= 30 degrees were not meaningful, whereas for footing resting on an infinite slope with beta >= 25 degrees it exceeds 15 degrees, which reflects the fact that its effect should not be neglected, especially for ground slopes greater than 20 degrees. By increasing beta degrees, the maximum values of plastic length and plastic depth on the left and right sides of the footing decrease and increase, respectively. The maximum depth of the plastic region for beta >= 20 degrees from around the right side of the footing shifts toward the downward-sloping face. The maximum width of the elastic wedge gradually reduces, and the intersection point of the left and right plastic regions slowly shifts to the left and upside of the footing.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Climate change is a major threat to global heritage and many sites are already experiencing impacts from climate change and related hazards. Recent studies have indicated that this challenge is especially acute in the African continent. Climate vulnerability assessment is increasingly a key tool in periodic reporting and ongoing site management and an essential first step in climate adaptation planning. This paper presents results from climate vulnerability assessments undertaken at two UNESCO World Heritage (WH) properties: The Ruins of Kilwa Kisiwani and Ruins of Songo Mnara in Tanzania; and the Sukur Cultural Landscape in Nigeria. These assessments each applied a version of the Climate Vulnerability Index (CVI), a values-based, science-driven and community-focused technique. A values mapping exercise identified key heritage and socioeconomic values, including key attributes associated with the Outstanding Universal Value (OUV) of the WH property. Downscaled climate projections were used to identify key hazards over selected emissions scenarios and timeframes, before weighing potential impacts against local adaptive capacities. Based on the timeframes and emissions scenarios, the project found OUV Vulnerability was Moderate at the Ruins of Kilwa Kisiwani and Ruins of Songo Mnara and Low at the Sukur Cultural Landscape, whilst the Community Vulnerability was Low for both properties. The paper will conclude with some wider observations on the application of climate vulnerability assessments in an African context and a focus on lessons learned. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: This is an essay that explores the phenomenon of stripping dedicatory names-commemorative toponyms-from buildings, particularly on university campuses, but with the wider lens of thinking through renaming more generally. It comes out of my experience as a faculty member at U.C. Berkeley, where a number of buildings have been-or are in the process of being-renamed. The essay uses a building named after the eminent Anthropologist Alfred Kroeber-and recently unnamed, but not yet renamed-as the point of departure for exploring the various arguments for unnaming, as well as preserving names on buildings. Along the way, it investigates issues of what constitutes history or institutional memory, whether toponyms can be understood as free speech, and how institutions use unnaming to perform cultural work that is only peripherally about memory.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This essay contrasts and explores the complementarity between routinizing modes of valuation (relating money tokens to monetary value) that predominate in the contemporary global north with scrutinizing modes found in the past and on the periphery of more familiar forms. The former treat the relationship between pecuniary media and money value as independent from the physical condition of specific money tokens which are held to be universally fungible. By contrast, the latter foreground the characteristics of notes and coins as singularized objects that exist within and are potentially reconfigured semiotically by the workings of time upon their physical surfaces. Scrutinizing modes may in turn be divided between systems that seek pristine money tokens that elide their own historicity and those that treat wear and tear as indexical of previous instances of successful valuation. Ultimately the essay identifies three provisional ideal typical modes for practices of money's valuation. Two of these, the systems of routinization in the contemporary global north and of circulation-focal scrutinization, might be taken to be antithetical. By contrast, the third, the hybrid routinizing-scrutinizing model(s) we encounter on the peripheries of the contemporary state-money system or anywhere confidence about money's value starts to break down highlights the potential coexistence and complementarity of different monies within a single disjunctive system. Such complementarity often takes the form of routinized low value and scrutinized high value currencies, yet local, historically sedimented practices are foremost in the formation of such hybrid forms. Examples are drawn from nineteenth century America and China and from contemporary Southeast Asia.", - "output": "Archaeology", + "input": "Abstract: In Entities and Indices, M. J. Cresswell argued that a first-order modal language can reach the expressive power of natural-language modal discourse only if we give to the formal language a semantics with indices containing infinite possible worlds and we add to it an infinite collection of operators actually n \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${{\\varvec{actually}}}_n$$\\end{document} and R e f n \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$ Ref _n$$\\end{document} which store and retrieve worlds. In the fourth chapter of the book, Cresswell gave a proof that the resulting intensional language, which he called L & lowast; \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}<^>*$$\\end{document} , is as expressive as an extensional variant of it, called L \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}$$\\end{document} , which has full quantification over worlds. In both linguistics and philosophy, Cresswell's book has been viewed as offering a compelling argument for preferring extensional systems in the study of natural language. In this paper, after providing a model-theoretic definition of the relation being as expressive as that can be applied to Cresswell's languages L \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}$$\\end{document} and L & lowast; \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}<^>*$$\\end{document} , we show that the intensional language L & lowast; \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}<^>*$$\\end{document} is not as expressive as the extensional language L \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}$$\\end{document} . This result, we claim, undermines Cresswell's argument to the effect that English modal discourse has the power of explicit quantification over worlds.Additionally, we show that L & lowast; \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}<^>*$$\\end{document} does become as expressive as L \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}$$\\end{document} when we add Cresswell's operator of universal modality square \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\square $$\\end{document} to L & lowast; \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$${\\mathscr {L}}<^>*$$\\end{document} , which provides an extra amount of expressive power. Recently, I. Yanovich has advocated a view that is similar to ours in important respects. At the end of the paper we offer a short discussion of his formalism.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: While Prospect Theory helps to explain decision-making under risk, studies often base frames on hypothetical events and fail to acknowledge that many individuals lack the ability and motivation to engage in complex thinking. We use an original survey of US adults (N=2813) to test Prospect Theory in the context of the May 2023 debt ceiling negotiations in the US Congress and assess whether objective numeracy moderates framing effects. We hypothesize and find evidence to suggest that most respondents are risk-averse to potential gains and risk-accepting to potential losses; however, high numerates are more risk-averse and risk-accepting to gains and losses, respectively, than low numerates. We also find that need for cognition interacts with numeracy to moderate framing effects for prospective losses, such that higher need for cognition attenuates risk-acceptance among low numerates and exacerbates risk-acceptance among high numerates. Our results are robust to a range of other covariates and in models accounting for the interaction between political knowledge and need for cognition, indicating joint moderating effects from two knowledge domains similarly conditioned by the desire to engage in effortful thinking. Our findings demonstrate that those who can understand and use objective information may remain subjectively persuaded by certain policy frames.", - "output": "Law", + "input": "Abstract: BACKGROUND: Individuals strive to maintain their sexual and reproductive health (SRH) by being exposed to correct information, having access to contraceptives, and promoting safe sex practices. Adolescent SRH promotion efforts should consider the influence of role models. This review explored the availability and nature of strategies and programmes on adolescents' SRH role modelling and described them using a scoping review.METHODS: Studies were retrieved from four databases and grey literature through a search of 223 studies. The databases included EBSCO-host, Medline, Sabinet, and Pubmed. Data extraction was guided by a data-extraction tool adapted from the JBI Manual for Evidence Synthesis. The characteristics of the selected studies were recorded in a Microsoft spreadsheet. Eleven studies published between 2014 and 2022 were included for the final review and analysed using thematic analysis.RESULTS: Selected articles focused on adolescents' SRH; however, only two studies focused particularly on role modelling. Nonetheless, some aspects of the findings and recommendations presented could be extrapolated to adolescents' SRH role modelling. This includes adolescent-parent communication on SRH, community engagement, mentoring, positive role modelling, and information sharing through media campaigns.CONCLUSION: There is a lack of literature on SRH role modelling because most studies did not focus on role modelling as an aspect of SRH. Therefore, research needs to be conducted on strategies and programmes focusing on SRH modelling.Contribution:The findings of this scoping review may encourage the development and implementation of strategies and programmes targeting adolescents' SRH throughout diverse communities to promote adolescent SRH.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Due to rapid growth in tourism and other economic activities, several small cities and towns in the Indian Himalayan region are facing problems of unplanned construction and extended use of deteriorating old structures. Despite being in the most active zone of seismic activity, significant nonengineered construction is practiced in this region. Hence, it becomes essential to examine the existing engineered and nonengineered building typologies and assess their vulnerabilities against earthquake shaking. This study presents typical engineered and nonengineered construction practices observed through a survey of 1,009 buildings located within Mandi, a small town in the lap of the great Himalayas in the Indian state of Himachal Pradesh. An attempt is made to identify the typical building typologies, visible structural irregular features and their seismic vulnerability. A few building typologies predominantly prevail in the northern zone of the Indian Himalayan region are identified. Rapid visual screening (RVS) of the surveyed buildings is performed using different existing guidelines. It is observed that a substantial number of buildings with hybrid typology (stone masonry mixed with brick masonry or reinforced concrete) prevail in the study area. It is also observed that the seismic vulnerability, as per the adopted RVS guidelines, of the majority of the buildings is high, indicating urgent demand to safeguard the vulnerable built environment and develop the framework for a seismic resilient society. It is further concluded that use of region-specific vulnerability attributes can improve the segregation of buildings based on expected damage.The seismic assessment of large existing building stock through rapid visual screening (RVS) is important for preliminary evaluation. This study presents crucial insights into seismic vulnerability assessment and earthquake-resistant construction practices in the Indian Himalayan region. It identifies new building typologies, prevalent poor construction practices, and critical vulnerable attributes in the case study region. These findings hold significant practical implications for various stakeholders, including engineers, researchers, policymakers, and practitioners. By understanding the ground conditions of construction practices, building typologies, and vulnerability attributes, stakeholders can develop robust RVS methodologies which accurately assess their seismic vulnerability for planning effective seismic risk mitigation strategies and promote earthquake-resistant construction practices. Identifying new building typologies will encourage future research to quantify vulnerability through numerical studies, experimental investigation, and field data.", - "output": "Geography", + "input": "Abstract: This paper follows a detection-theoretic approach for using synthetic-aperture measurements, made at multiple moving passive receivers, in order to form an image showing the locations of stationary sources that are radiating unknown electromagnetic or acoustic waves. The paper starts with a physics-based model for the propagating fields, and, following the general approach of McWhorter et al (2023 arXiv:2302.06816, IEEE Open J. Signal Process. 4 437-51), derives a detection statistic that is used for the image formation. This detection statistic is a quadratic function of the data. Each point in the scene is tested as a possible hypothesized location for a source, and the detection statistic is plotted as a function of location. Because this image formation process is nonlinear, the standard linear methods for determining resolution cannot be applied. This paper shows how to analyze the detection image by first writing the noiseless image as a coherent sum of shifted complex ambiguity functions of the source waveform. The paper then develops a technique for calculating image resolution; resolution is found to depend on the sensor-source geometry and also on the properties (bandwidth and temporal duration) of the source waveform. Optimal filtering of the image is given, but a simple example suggests that optimal filtering may have little effect. Analysis is also given for the case in which multiple sources are present.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As climate change and geopolitical conflicts intensify, understanding how geopolitical risks affect companies prioritizing Environmental, Social, and Governance (ESG) practices is crucial. This study investigates the dynamic relationship between global geopolitical risks and the performance of Environmental, Social, and Governance (ESG) and non-ESG companies, particularly their influence on green markets. Utilizing a robust methodological framework, including the dynamic time-varying parameters vector autoregression (TVP-VAR) model, and causal impact modeling, we analyze daily financial data from 2021 to 2024. The results reveal a substantial negative impact of geopolitical risks on non-ESG companies, contrasting with the resilience of ESG-committed counterparts. This suggests that ESG-committed companies demonstrate better resilience against geopolitical risks, emphasizing the protective role of ESG practices amid uncertainties. Additionally, the inclusion of ESG companies in green markets diminishes the severity of the negative impact of geopolitical risks, underlining the transformative role of ESG commitment in shaping investor behavior towards sustainable investments. Our findings offer insights for policymakers and investors navigating geopolitical risks and ESG performance, with a focus on environmental management, and provide guidance for effective risk mitigation and investment policies to enhance environmental sustainability.", - "output": "Law", + "input": "Abstract: Plastic advertising banners (PABs) have been widely used for advertising and publicizing with large usage amount. The PABs are usually added with plenty of chemical additives for improving material performance, and the additives can be released during the lifetime of the PABs. However, limited knowledge is available on the composition and release of the additives in the PABs. In this study, benzenoids were found as the dominant additive categories in PABs. Release kinetics of benzenoid additives with high detection frequency and high abundance from the PABs under indoor and outdoor environments were investigated. During the 150-day release experiment, average release rates of the additives from the PABs under outdoor and indoor environments were 8.3*10-10kg/m2\u00b7s and 6.3*10-10kg/m2\u00b7s, respectively. The release rates of the additives were negatively related to the thickness of the PAB samples. Health risk assessment indicated that chemicals associated with PABs have potential carcinogenic risks to salesmen in the shopping malls. The risks of chemical exposure associated with PABs to consumers in the shopping malls were acceptable. This study unveils a considerable source of chemical exposure to humans.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In recent years, micro/nanoplastics have garnered widespread attention due to their ecological risks. In this study, we investigated the effects of polystyrene nanoparticles (PS-NPs) of different sizes on the growth and biofilm formation of Pseudomonas aeruginosa PAO1. The results demonstrated that exposure to certain concentrations of PS-NPs significantly promoted bacterial biofilm formation. Meanwhile, we comprehensively revealed its mechanism whereby PS-NPs induced oxidative stress and altered bacterial membrane permeability by contacting or penetrating bacterial membranes. To counteract the stimulation by PS-NPs and reduce their toxicity, bacteria enhanced biofilm formation by upregulating the expression of biofilm-related genes, increasing EPS and virulence factors secretion, and enhancing bacterial motility through the participation of the quorum sensing (QS) system. Additionally, we also found that exposure to PS-NPs enhanced bacterial antibiotic resistance, posing a challenge to antimicrobial therapy. Our study reveals the toxic effects of nanoplastics and the defense mechanisms of bacteria, which has important implications for the risk assessment and management of environmental nanoplastics.", - "output": "Economics", + "input": "Abstract: We performed magnetic and GPR measurements to image the buried ruins of the Middle Age abbey San Pietro in Crapolla, on the Sorrento-Amalfi Coast (Massa Lubrense, Southern Italy). The site represents an important religious location, which is nowadays partially buried along the cliff. An integrated study was necessary to map the buried structures and address the archaeological excavation. For this reason, we carried out the surveys on two main grids in order to reconstruct the structures of the abbey and of its related church. The magnetic data were filtered through the discrete wavelet transform (DWT) and then transformed to total gradient maps. The obtained maps were interpreted with depth from extreme points (DEXP) imaging method to assess the horizontal and depth positions of the top. The GPR data were processed and time-depth converted. Results from the integrated interpretation of these data suggest the possible presence of different vaulted rooms and an elongated structure at 0.3-m depth from ground surface. This latter is interpretable in terms of perimetral and internal walls of the abbey and its church. These outcomes were crucial to successfully address archaeological excavations, which targeted one of the modelled areas and unearthed a wall at the predicted depths.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The current applications of artificial intelligence (AI) in medicine continue to attract the attention of medical students. This study aimed to identify undergraduate medical students' attitudes toward AI in medicine, explore present AI-related training opportunities, investigate the need for AI inclusion in medical curricula, and determine preferred methods for teaching AI curricula.METHODS: This study uses a mixed-method cross-sectional design, including a quantitative study and a qualitative study, targeting Palestinian undergraduate medical students in the academic year 2022-2023. In the quantitative part, we recruited a convenience sample of undergraduate medical students from universities in Palestine from June 15, 2022, to May 30, 2023. We collected data by using an online, well-structured, and self-administered questionnaire with 49 items. In the qualitative part, 15 undergraduate medical students were interviewed by trained researchers. Descriptive statistics and an inductive content analysis approach were used to analyze quantitative and qualitative data, respectively.RESULTS: From a total of 371 invitations sent, 362 responses were received (response rate=97.5%), and 349 were included in the analysis. The mean age of participants was 20.38\u00b11.97, with 40.11% (140) in their second year of medical school. Most participants (268, 76.79%) did not receive formal education on AI before or during medical study. About two-thirds of students strongly agreed or agreed that AI would become common in the future (67.9%, 237) and would revolutionize medical fields (68.7%, 240). Participants stated that they had not previously acquired training in the use of AI in medicine during formal medical education (260, 74.5%), confirming a dire need to include AI training in medical curricula (247, 70.8%). Most participants (264, 75.7%) think that learning opportunities for AI in medicine have not been adequate; therefore, it is very important to study more about employing AI in medicine (228, 65.3%). Male students (3.15\u00b10.87) had higher perception scores than female students (2.81\u00b10.86) (p<0.001). The main themes that resulted from the qualitative analysis of the interview questions were an absence of AI learning opportunities, the necessity of including AI in medical curricula, optimism towards the future of AI in medicine, and expected challenges related to AI in medical fields.CONCLUSION: Medical students lack access to educational opportunities for AI in medicine; therefore, AI should be included in formal medical curricula in Palestine.", - "output": "Education", + "input": "Abstract: Three dimensional (3D) virtual models for neurosurgery have demonstrated substantial clinical utility, especially for neuro-oncological cases. Computer-aided design (CAD) modelling of radiological images can provide realistic and high-quality 3D models which neurosurgeons may use pre-operatively for surgical planning. 3D virtual models are useful as they are the basis for other models that build off this design. 3D virtual models are quick to segment but can also be easily added to normal neurosurgical and radiological workflow without disruption. Three anatomically complex neuro-oncology cases that were referred from a single institution by three different neurosurgeons were segmented and 3D virtual models were created for pre-operative surgical planning. A face-to-face interview was performed with the surgeons after the models were delivered to gauge the usefulness of the model in pre-surgical planning. All three neurosurgeons found that the 3D virtual model was useful for presurgical planning. Specifically, the virtual model helped in planning operative positioning, understanding spatial relationship between lesion and surrounding critical anatomy and identifying anatomy that will be encountered intra-operatively in a sequential manner. It provided benefit in Multidisciplinary team (MDT) meetings and patient education for shared decision making.3D virtual models are beneficial for pre-surgical planning and patient education for shared decision making for neurosurgical neuro-oncology cases. We believe this could be further expanded to other surgical specialties. The integration of 3D virtual models into normal workflow as the initial step will provide an easier transition into modalities that build off the virtual models such as printed, virtual, augmented and mixed reality models.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: This study aimed to investigate the predictive functional factors influencing the acquisition of basic activities of daily living performance abilities during the early stages of stroke rehabilitation using classification and regression analysis trees.METHODS: The clinical data of 289 stroke patients who underwent rehabilitation during hospitalization (164 males; mean age: 62.2\u00b113.9 years) were retrospectively collected and analysed. The follow-up period between admission and discharge was approximately 6 weeks. Medical records, including demographic characteristics and various functional assessments with item scores, were extracted. The modified Barthel Index on discharge served as the target outcome for analysis. A good outcome was defined as a modified Barthel Index score \u226575 on discharge, while a modified Barthel Index score <75 was classified as a poor outcome.RESULTS: Two classification and regression analysis tree models were developed. The first model, predicting activities of daily living outcomes based on early motor functions, achieved an accuracy of 92.4%. Among patients with a good outcome, 70.9% exhibited (i) \u22654 points in the sitting-to-standing category in the motor assessment scale and (ii) 32 points on the Berg Balance Scale score. The second model, predicting activities of daily living outcome based on early cognitive functions, achieved an accuracy of 82.7%. Within the poor outcome group, 52.2% had (i) \u226421 points in the visuomotor organization category of Lowenstein Occupational Therapy Cognitive Assessment, (ii) \u22641 point in the time orientation category of the Mini Mental State Examination.CONCLUSION: The ability to perform sitting-to-standing and visuomotor organization functions at the beginning of rehabilitation emerged as the most significant predictors for achieving successful basic activities of daily living on discharge after stroke.", - "output": "Demography", + "input": "Abstract: Paleoethnobotanical remains from basketry and cordage from the Paisley Caves offer an opportunity to explore how people engaged with plant communities over time. Fiber identification of textiles, together with radiocarbon dating, contributes new information about landscape use within the Summer Lake Basin. Expanded marshlands during the terminal Pleistocene / Early Holocene created suitable plant communities ideal for fiber technology, specifically wetland monocots and herbaceous dicots-including dogbane and stinging nettle-by 11,000 years ago. This technology is key to subsistence activities and craft production throughout the Holocene. Despite climatic events during the Middle Holocene, in which people transitioned from caves to sites centered on lakeshores and wetlands, the suite of fiber plants and their technological application remains constant. During the Late Holocene, bast fiber material diversified with the addition of flax and milkweed. The presence of flax in particular, a high-elevation plant, may reflect the increased use of upland root collection areas as populations increased. This research provides long-term data on culturally significant native plants used in the manufacture of fiber-based textiles over the last 14,000 years.Restos paleoetnobotanicas de cesteria y cordaje de las Cuevas Paisley ofrecen una oportunidad a explorar como la gente interactuaron con comunidades vegetales con el tiempo. Identificacion de fibras textiles, junto con datacion por radiocarbono, contribuye nueva informacion sobre el uso del paisaje dentro de la Cuenca del Lago de Verano. Pantanos expandidos durante el Tarde Pleistoceno / Temprano Holoceno crearon comunidades vegetales adecuadas ideales para tecnologia de fibra, especificamente monocotiledoneas de humedales y dicotiledoneas herbaceas incluyendo dogbane y ortiga hace 12.000 cal aP Esta tecnologia es clave para las actividades de subsistencia y la produccion artesanal durante todo el Holoceno. A pesar de los acontecimientos climaticos durante el Holoceno Medio, en los que la gente hizo la transicion de cuevas a sitios centrados alrededor de lagos y humedales, el conjunto de plantas de fibra y su aplicacion tecnologica se mantienen constantes. Durante el Holoceno Tardio, el material de fibra de liber se diversifico con la adicion de lino y algodoncillo. La presencia de lino en particular, una planta de gran altitud, puede reflejar el aumento del uso de las zonas de recoleccion de raices de las tierras altas a medida que aumentaban las poblaciones. Esta investigacion proporciona datos a largo plazo sobre plantas nativas culturalmente significativas utilizadas en la fabricacion de textiles a base de fibra durante los ultimos 14.000 anos.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Some video games are said to be philosophical. Despite video games having received some attention in academic philosophy, that contention has not been sufficiently addressed. This paper investigates in what sense video games might be properly called philosophical. To this end, I utilize Wittgenstein's distinction between saying and showing to get into view how some video games might be properly called philosophical. This leads to two senses of being philosophical: a conventional sense of expressing philosophy through propositions, i.e., through saying, and a sense of being genuinely philosophical by expressing philosophical thought through showing. I argue that the conventional sense is not sufficient to call video games philosophical, leaving the question whether there are video games which satisfy the conditions of being genuinely philosophical. I furthermore contend that there are at least some examples of video games which qualify as being philosophical, e.g., Papers, Please and The Stanley Parable.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Lockdowns have been implemented to limit the number of hospitalisations and deaths during the first wave of 2019 coronavirus disease. These measures may have affected differently death characteristics, such age and sex. France was one of the hardest hit countries in Europe with a decreasing east-west gradient in excess mortality. This study aimed at describing the evolution of age at death quantiles during the lockdown in spring 2020 (17 March-11 May 2020) in the French metropolitan regions focusing on 3 representatives of the epidemic variations in the country: Bretagne, Ile-de-France (IDF) and Bourgogne-Franche-Comte (BFC).METHODS: Data were extracted from the French public mortality database from 1 January 2011 to 31 August 2020. The age distribution of mortality observed during the lockdown period (based on each decile, plus quantiles 1, 5, 95 and 99) was compared with the expected one using Bayesian non-parametric quantile regression.RESULTS: During the lockdown, 5457, 5917 and 22346 deaths were reported in Bretagne, BFC and IDF, respectively. An excess mortality from+3% in Bretagne to+102% in IDF was observed during lockdown compared to the 3 previous years. Lockdown led to an important increase in the first quantiles of age at death, irrespective of the region, while the increase was more gradual for older age groups. It corresponded to fewer young people, mainly males, dying during the lockdown, with an increase in the age at death in the first quantile of about 7years across regions. In females, a less significant shift in the first quantiles and a greater heterogeneity between regions were shown. A greater shift was observed in eastern region and IDF, which may also represent excess mortality among the elderly.CONCLUSIONS: This study focused on the innovative outcome of the age distribution at death. It shows the first quantiles of age at death increased differentially according to sex during the lockdown period, overall shift seems to depend on prior epidemic intensity before lockdown and complements studies on excess mortality during lockdowns.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigates how tourists' Green Environmental Knowledge, Green Hotel Knowledge, and environment concern impact pro-environmental (PE) attitudes. Using mixed methods, it examines how PE attitudes influence the intention to stay at eco-friendly hotels, based on the theory of planned behavior. The study further explores the moderating role of the Greta Effect in connecting PE attitudes and hotel choice. This study utilizes a mixed-methods approach to enhance the comprehension of quantitative findings, on exploring the moderating impact of the Greta Effect. The findings highlight the important role of environmental activism in inspiring action for green hotel choice.", + "input": "Abstract: Shadow detection is a basic task of remote sensing image analysis, but it is often seriously disturbed by vegetation, water bodies, and black objects. It is observed that vegetation and dark objects often show a dark look in visible bands but brighter in the near-infrared (NIR), and is also noticed that the reflection of inland water bodies in the green band is stronger than that in the blue band. Taking advantage of these physical properties and combining them with the bluish and dark appearance of shadows, we propose a simple but effective shadow detection method for multispectral remote sensing images. These physical properties are used to create transformation models that suppress features such as vegetation, water bodies, etc., but at the same time enhance shadows. Then, we transform the shadow representation into a color space to generate candidate shadows using dominant color components. To separate shadows from the others, we propose two indexes, the normalized Color Difference Composite Index (CDCI) and Color Purity Index (CPI), and fuse them to achieve shadows and their confidence. The experimental results indicate that the proposed method can effectively detect the shadows in multispectral images and outperforms the state-of-the-art approaches.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This work studies the challenges associated with capturing the movement of dance performers wearing traditional African masquerade garments, specifically focusing on the Eyo masquerade dance, a cultural heritage creation from Lagos, Nigeria, and discusses the crucial role the costume has in enhancing the overall performance. The work particularly investigates the capabilities and limitations of current motion capture technology in effectively capturing the movements of both the dancer and the costume, especially when the performer wears what we refer to as extreme clothing, such as full body costumes or heavy garments. To overcome these challenges, we employ a combination of motion capture technologies to precisely capture the movements of the performer both with and without the costume, while assessing their respective advantages and limitations. Furthermore, we analyze the disparities in motion quality between these two scenarios to comprehend the influence of the costume on the overall performance. This research has led to the development of an efficient pipeline for digitizing and visualizing folk dances featuring intricate and bulky costumes. The findings of this study offer invaluable insights into the application of motion capture technology for acquiring the movements of performers, including the deformation of their costumes, in cultural heritage dances. As a final outcome of this work, we present a visually captivating animation showcasing an Eyo masquerade dance performance, underscoring the potential of motion capture technology as a tool for preserving and promoting cultural heritage dances.", - "output": "Art", + "input": "Abstract: When making decisions on behalf of someone, is asking what they would have wanted a good way to respect their autonomy? Against prevalent assumptions, I argue that in decisions about the care and treatment of those with advanced dementia, the notion of 'what one would have wanted' is conceptually, epistemically, and practically problematic. The problem stems from the disparity between the first-person subjectivity of the past person and that of the present person. The transformative nature of dementia renders the very meaning of 'what the patient would have wanted' problematic. When applied to those with advanced dementia, the subjunctive notion is either (i) incoherent, (ii) fundamentally indeterminate, or (iii) normatively irrelevant.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Laser-induced breakdown spectroscopy (LIBS) has recently been considered one of archaeology's most preferred analytical techniques because of its simplicity; it does not need sample preparation, is fast, is a quasi-nondestructive analytical technique, and is cost-effective. Besides, LIBS can perform stratigraphic measurements, which are of significant interest in cultural heritage samples. Such pros facilitate utilizing LIBS in situ, e.g., in museums and excavation sites. In the present work, LIBS has been used to analyze black resin remains and gold fragments used in mummification and collected from the Ptahemwia tomb in the vicinity of Djoser's Step Pyramid at Sakkara. The IR (1064 nm) and the UV (355 nm) laser wavelengths have been used in the LIBS measurements. The results revealed both samples' emission line intensity dependence on the laser wavelength. In this regard, elements such as Na, Ca, Mo, and CN (molecular band) for black resin and Au, Ag, and Cu for gold samples were detected as significant elements. It has been found that the detection sensitivity achieved by the LIBS technique was higher when using the UV laser. This is crucial in detecting rare earth elements REE (Y, La) and/or minor elements (Nb, Zr) in the samples under study. Furthermore, the energy-dispersive X-ray (EDX) analysis has been used to validate the LIBS results for the same samples. In agreement with what is reported in the literature, the LIBS and the EDX spectroscopic results showed that the black resin investigated in the present study is bitumen in its composition. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: OBJECTIVE: To assess the prevalence and associated factors of neurocognitive disorder among people living with HIV/AIDS in South Gondar primary hospitals, North-West Ethiopia, 2023.DESIGN: Institution-based cross-sectional study design.SETTING: South Gondar primary hospitals, North-West Ethiopia.PARTICIPANTS: 608 participants were recruited using the systematic random sampling technique.MEASUREMENT: Data were collected using an interviewer-administered questionnaire and medical chart reviews. The International HIV Dementia Scale was used to screen for neurocognitive disorder. The data were entered through EPI-DATA V.4.6 and exported to SPSS V.21 statistical software for analysis. In the bivariable logistic regression analyses, variables with a value of p<0.25 were entered into a multivariable logistic regression analysis to identify factors independently associated with neurocognitive disorder. Statistical significance was declared at a value of p<0.05.RESULTS: The prevalence of neurocognitive disorder among HIV-positive participants was 39.1%. In multivariable logistic regression, lower level of education (adjusted OR (AOR)=2.94; 95% CI 1.29 to 6.82), unemployment (AOR=2.74; 95% CI 1.29 to 6.84) and comorbid medical illness (AOR=1.80; 95% CI 1.03 to 3.14) were significantly associated with neurocognitive disorder.CONCLUSION: HIV-associated neurocognitive problems affected over a third of the participants. According to the current study, comorbid medical conditions, unemployment and low educational attainment are associated with an increased risk of neurocognitive disorder. Therefore, early detection and treatment are essential.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The dispersal and development of pastoralism during the Bronze Age profoundly influenced human livelihoods and adaptability to diverse environments in northwestern China. Although diachronic changes in the composition of animal resources have been discussed, the specific utilization form of these resources remains unclear due to the lack of age-class and sex ratio data for inferring population structure. Here, we report new zooarchaeological data from the Haizang site dated between 4000 and 3500 cal. yr BP in an oasis in northwestern China's Hexi Corridor. The 7092 identified animal remains are dominated by sheep/goat (53.44%) and cattle (15.61%), supplemented by pig (11.96%) and wildlife (11.11%), representing the largest animal remains assemblage in this area thus far. The mortality age profiles of sheep/goat and cattle remains show that domesticated ruminants were utilized for multiple purposes, implying the introduction of livestock utilization knowledge alongside these species. During this stage, the reliance of local subsistence on ruminant pastoralism was geographically varied in and around the Hexi Corridor, although these areas shared similar Qijia cultural phenomena. We argue that ancient inhabitants of Haizang took a more ruminant-focused and multipurpose animal utilization strategy, which alleviated the survival pressure caused by colder and drier climate in the global context of '4.2 ka BP event' and underpinned local social development. The acceleration of trans-regional exchange across Eurasia during the early Bronze Age provided the paramount material and knowledge for this transformation.", - "output": "Archaeology", + "input": "Abstract: OBJECTIVES: Creating environmentally sustainable healthcare culture within the dental field requires embedding the content in the dental curriculum at the undergraduate level. This study aimed to explore the current awareness and drivers among dental students and educators regarding environmentally sustainable dentistry (ESD) in the United Arab Emirates (UAE) and identify barriers and enablers to embrace it.METHODS: A cross-sectional survey using online questionnaires was carried out in six undergraduate dental education institutes within the UAE. Data analysis included descriptive statistics.RESULTS: In total 153 students and 53 educators participated in the survey. Most students and educators were not aware of any ESD content in their curricula. However, the majority of educators were familiar with the concept of ESD, while students were mostly unfamiliar or slightly familiar. Nonetheless, students largely agreed on its importance and their interest in learning it, as they viewed it relevant to their future practice. Educators agreed that the dental profession has a responsibility to be environmentally friendly and expressed their desire in introducing ESD content into the curricula. Several barriers were reported such as lack of knowledge, curricula space, educational resources, and time. Meanwhile, enablers included providing ESD capacity building, training and resources.CONCLUSIONS: There was no explicit presence of ESD content in the dental curricula in the UAE. Despite the lack of adequate awareness on this topic among educators and more so among students, they both had positive views towards incorporating ESD into dental curricula. Overall, this study highlighted the importance of promoting ESD in dental programs.CLINICAL SIGNIFICANCE: ESD is gradually becoming a critical aspect of modern oral healthcare system. It has been mandated in the dental curricula in several regions globally. Embedding ESD in the UAE dental curricula would have several benefits for the environment as well as the future of the dental profession in the region. The clinical significance includes, but not limited to, improved treatment outcomes; patients, students and staff health and well-being; reduced health risks, and cost savings.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Trace metal soil contamination poses significant risks to human health and ecosystems, necessitating thorough investigation and management strategies. Researchers have increasingly utilized advanced techniques like remote sensing (RS), geographic information systems (GIS), geostatistical analysis, and multivariate analysis to address this issue. RS tools play a crucial role in collecting spectral data aiding in the analysis of trace metal distribution in soil. Spectroscopy offers an effective understanding of environmental contamination by analyzing trace metal distribution in soil. The spatial distribution of trace metals in soil has been a key focus of these studies, with factors influencing this distribution identified as soil type, pH levels, organic matter content, land use patterns, and concentrations of trace metals. While progress has been made, further research is needed to fully recognize the potential of integrated geospatial imaging spectroscopy and multivariate statistical analysis for assessing trace metal distribution in soils. Future directions include mapping multivariate results in GIS, identifying specific anthropogenic sources, analyzing temporal trends, and exploring alternative multivariate analysis tools. In conclusion, this review highlights the significance of integrated GIS and multivariate analysis in addressing trace metal contamination in soils, advocating for continued research to enhance assessment and management strategies.", + "input": "Abstract: This dialogic piece highlights how whiteness shapes the social ecology of different spaces and how positions change depending on space or the people in that space. Employing a methodology rooted in spatial experiences via participant observation and reflective dialogue about those experiences, we suggest that the complexities of whiteness, of masculinities, and of identities mean that there are fissures and moments that create the potential for disruption and for breaking apart hegemonic whiteness and masculinity. We discuss strategic resistance in white spaces, the racial spiral of whiteness, being subject to the white gaze of suspicion, strategic collaborative manipulation of whiteness, coalitionary whiteness, touristic whiteness, and white (mis)staking/(mis)taking.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study examines charred bread-like samples found in several archaeological sites across northern Italy and dating from the Early Bronze Age to the Early Middle Ages, some of which are included amongst the UNESCO World Heritage Sites. The aim is to investigate differences and homogeneities in bread production processes in different eras and cultures. Bread was a staple food in many ancient societies, but has rarely been found amongst the materials that survive in archaeological sites. When it is found, it is usually because the bread was charred by accidental combustion (falling into the oven during baking) or deliberate combustion (for ritual purposes). The literature on the issue is not abundant, but has been growing over the past decade. There is, therefore, room to propose new study methodologies at this time. We studied eight samples of charred bread-like products and we used optical and scanning electron microscopy to identify plant tissue remains attributable to cereal caryopses, partly modified by breadmaking processes. Energy dispersive X-ray spectroscopy and, for the first time, infrared spectroscopy in attenuated total reflectance mode (FTIR-ATR) were also used to investigate the composition and preparation methods of the different types of bread-like products. In particular, FTIR-ATR analysis can give indications about the presence of starch, gluten and lignin in the sample under investigation and it can, therefore, be used as a screening to guide subsequent SEM analysis in the search for specific cereal residues in the dough. In some cases, the different techniques used also revealed the presence of minerals such as silicates and carbonates, probably due to grinding residues or poor sample cleaning. During SEM observations, phytoliths, diatoms and framboids were also found in some of the samples. (c) 2024 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", - "output": "Art", - "system": "", - "history": [] - }, - { - "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Robot-assisted surgery (RAS) in gynaecology has undergone exponential growth in recent decades, with utility in treating both benign and malignant gynaecological conditions. The technological complexities and amended theatre dynamics that RAS demands mean that effective non-technical skills (NTS) are vitally important to overcome these unique challenges. However, NTS have been neglected in RAS-training programmes with focus placed instead on the exclusive acquisition of technical skills (TS). NTS include teamwork, communication, leadership, situational awareness, decision-making and stress management. Communication is the most frequently cited NTS impacted during RAS, as the physical limitations imposed by the robotic hardware make communication exchange difficult. The full immersion that RAS enables can contribute to situational awareness deficits. However, RAS can complement communication and teamwork when multidisciplinary (MDT) surgeries (such as complex endometriosis excisions) are undertaken; dual-console capabilities facilitate the involvement of specialties such as general surgery and urology. The development of NTS in RAS cannot be achieved with in-situ experience alone, and current training is poorly standardised. RAS-training programmes and curricula for gynaecology do exist, however the integration of NTS remain limited. Simulation is a viable tool to facilitate enhanced-NTS integration, yet cost implications form a barrier to its wider implementation. However, given that RAS will continue to occupy a greater proportion of the gynaecological caseload, integration of NTS within gynaecological RAS training curricula is necessary. Patients undergoing gynaecological RAS would benefit from the improved safety standards and enhanced surgical outcomes that would result.", - "output": "Communication", + "input": "Abstract: Stratigraphic data form the backbone of archaeological records from excavated sites and are essential for the integrated analysis and wider interpretation of artefacts and sites. Accessible archiving of this data is therefore vital for understanding and revisiting such interpretations. Here, the authors highlight the need for more consistent digital records of stratigraphic and associated temporal relationships derived during post-excavation analysis phasing activities. They argue for the distillation of best practice in post-excavation procedures and the application of consistent and persistent terminology to make this fundamental archaeological data sustainably FAIR (findable, accessible, interoperable and reusable) and 'Open' across present-day geopolitical and spatiotemporal boundaries.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Jasbir K. Puar and Dima Srouji build upon their respective work in architecture, visual art and decolonial theory to produce a collaborative examination of colonial pathologies for Sharjah Art Biennial 15, 2023. Srouji's architecture and art practice encompass a variety of mediums that allow her to explore notions of heritage and public space in Palestine and the region. Puar is a writer and scholar whose current work focuses on settler colonial violence, disability and debility in Palestine. Their collaborative installations integrate understandings of space and planning with the contemporary politics of resistance in the context of Palestine and the surrounding region.At Sharjah Art Biennial 15, Puar and Srouji present 'Revolutionary Enclosures (Until the Apricots)' (2023), a series of household items that respond to the material conditions of lockdown, interweaving the artists' experiences of COVID-19 quarantine in Palestine and their memories of the Second Intifada (2000-2005), a major Palestinian uprising against Israel. The project reframes everyday objects emblematic of the trauma of enclosure for Palestinians as transformative matter and reservoirs of affective practices of resilience, community and caregiving: hoarded cans of tuna form the constituent parts of a radiator signifying warmth; resin apricots evoke the exchange of sustenance among neighbours; shrapnel becomes decorative wallpaper motifs; a stairwell used as shelter from air raids transforms into a communal reading space. Exploring the collective rhythms and materialities of these conditions, Srouji and Puar conjure the everyday making and remaking of the commons through and against the constraints of siege and containment.The conversation published here took place between March and September 2023, and thus predates the latest phase in the catastrophic violence that has historically defined Israel's relationship to Palestine and the Palestinians. Triggered by an unprecedented and shocking attack by Hamas on 7 October, Israel's genocidal military campaign in Gaza is not an anomaly, but in line with and part and parcel of the systematic ethnic cleansing of the Palestinians and the Apartheid system that the settler colonial state of Israel has relied on for its sustenance since 1948. The questions asked here by Maasri and Toukan, as well as the artworks discussed by Jasbir and Srouji, probe aspects of this very condition that has brought us to the unabashed genocidal violence we are now all witness to today.", - "output": "Art", + "input": "Abstract: Cholangiocarcinoma (CCA) exhibits a heightened incidence in regions with a high prevalence of Opisthorchis viverrini infection, with previous studies suggesting an association with diabetes mellitus (DM). Our study aimed to investigate the spatial distribution of CCA in relation to O. viverrini infection and DM within high-risk populations in Northeast Thailand. Participants from 20 provinces underwent CCA screening through the Cholangiocarcinoma Screening and Care Program between 2013 and 2019. Health questionnaires collected data on O. viverrini infection and DM, while ultrasonography confirmed CCA diagnoses through histopathology. Multiple zero-inflated Poisson regression, accounting for covariates like age and gender, assessed associations of O. viverrini infection and DM with CCA. Bayesian spatial analysis methods explored spatial relationships. Among 263,588 participants, O. viverrini infection, DM, and CCA prevalence were 32.37%, 8.22%, and 0.36%, respectively. The raw standardized morbidity ratios for CCA was notably elevated in the Northeast's lower and upper regions. Coexistence of O. viverrini infection and DM correlated with CCA, particularly in males and those aged over 60years, with a distribution along the Chi, Mun, and Songkhram Rivers. Our findings emphasize the association of the spatial distribution of O. viverrini infection and DM with high-risk CCA areas in Northeast Thailand. Thus, prioritizing CCA screening in regions with elevated O. viverrini infection and DM prevalence is recommended.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Zooarchaeological research all over Europe has suggested a generalised pattern of livestock size decrease during the transition between the Roman times and the Early Middle Ages. Different reasons have been proposed to explain this pattern, including a change in management and feeding practices, in the context of a shift of animal husbandry from large to small scale production. This paper is based on faunal material from Roman and early medieval Augusta Raurica, north-western Switzerland, and provides a first attempt to test this hypothesis, by combining zooarchaeological information (taxonomic frequencies and biometrical analysis) and stable carbon and nitrogen isotope data from bone collagen of cattle and pig. The results suggest important changes in livestock management, such as a shift towards pig husbandry, and evidence for increased use of pannage and forest pastures has been found.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Lipoprotein(a) (Lp(a)) is considered to be a causal risk factor of atherosclerotic cardiovascular disease (ASCVD), but whether there is an independent or joint association of Lp(a) and atherosclerotic plaque with ASCVD risk remains uncertain. This study aims to assess ASCVD risk independently or jointly conferred by Lp(a) and carotid atherosclerotic plaque.METHODS AND RESULTS: A total of 5471 participants with no history of cardiovascular disease at baseline were recruited and followed up for ASCVD events (all fatal and nonfatal acute coronary and ischemic stroke events) over a median of 11.5years. Independent association of Lp(a), or the joint association of Lp(a) and carotid plaque with ASCVD risk, was explored using Cox proportional hazards models. Overall, 7.6% of the participants (60.0\u00b17.9years of age; 2649 [48.4%] men) had Lp(a) \u226550mg/dL, and 539 (8.4/1000 person-years) incident ASCVD events occurred. Lp(a) concentrations were independently associated with long-term risk of total ASCVD events, as well as coronary events and ischemic stroke events. Participants with Lp(a) \u226550mg/dL had a 62% higher risk of ASCVD incidence (95% CI, 1.19-2.21) than those with Lp(a) <10mg/dL, and they exhibited a 10-year ASCVD incidence of 11.7%. This association exists even after adjusting for prevalent plaque. Moreover, participants with Lp(a) \u226530mg/dL and prevalent plaque had a significant 4.18 times higher ASCVD risk than those with Lp(a) <30mg/dL and no plaque.CONCLUSIONS: Higher Lp(a) concentrations are independently associated with long-term ASCVD risk and may exaggerate cardiovascular risk when concomitant with atherosclerotic plaque.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A collection of bronze chariot-horses was discovered in the Yang'an Han tomb in Qionglai City, Sichuan Province. These bronzes was used as burial objects, symbolizing the high status of the tomb owner during his lifetime. To analyze the samples taken from the bronze chariot-horses, various scientific techniques were employed, including metallographic microscopy, scanning electron microscope energy dispersive (SEM-EDS), multi-collector inductively coupled plasma mass spectrometry (MC-ICP-MS), and inductively coupled plasma-atomic emission spectrometer (ICP-AES) were used to analyze samples from the bronze chariot-horses. Unlike most Han bronzes made of leaded tin-bronze, the bronze chariot-horses were crafted using copper and tin, and their metallographic structure revealed that they were cast. The origin of the copper material used for the bronze chariot-horses differed noticeably from that of bronzes excavated in the Sichuan area from the late Warring States period and Western Han period. Historical documents and archaeological findings suggested that the owners of the bronze chariot-horses were possibly vassals. As the Sichuan region was governed by the central government of the Western Han Dynasty through the establishment of prefectures and counties rather than through the enfeoffment system, the presence of the bronze chariot-horses in Yang'an Han tomb may be related to the family of Liu Yue (\u5218). The analysis of the lead isotope data indicated that the copper material likely originated from the southeastern Hebei and western Shandong, providing strong evidence for the link between the bronze chariot-horses and the family of Liu yue in terms of resource circulation.", - "output": "Archaeology", + "input": "Abstract: This study examines how the Russian invasion of Ukraine and the subsequent Western responses influence Chinese public opinion on the use of force. Using two original, preregistered online survey experiments, first in June 2022 and then in June 2023, we show that the Russian invasion is associated with a modest but statistically significant increase in Chinese support for using military force in international affairs in general and against Taiwan in particular. However, information on Western military measures aiding Ukraine curbs the modest impact of the invasion. Such information is especially effective in reducing support for an outright military invasion of Taiwan. Causal mediation analyses reveal that the Russian invasion influences public opinion by inducing optimism regarding military success and pessimism regarding peaceful resolution of the conflict. These findings suggest that foreign military aggression and subsequent international countermeasures can sway domestic public opinion on using military force.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study aims to explore the performance of suppliers in the tourism and traveling sector. Therefore, we designed a case study in a cruise hotel and developed a team of experts to evaluate the existing suppliers. To rate suppliers, a grey multi-criteria decision-making (G-MCDM) platform is built to encounter the best-performing suppliers. CRITIC (CRiteria Importance Through Inter-criteria Correlation) and CoCoSo (combined compromise solution) methods are used. The results demonstrate that Food suppliers and Interior design maintenance services are selected as the best-performing actors in supply chain while suppliers for chemical cleaning materials are is rated as the worst.", + "input": "Abstract: The Loess Plateau is one of the most severely eroded areas in the world. The complexity of the multiple challenges facing the Loess Plateau entails the support of scientific and systematic innovations in land use. Based on technological innovation cluster (TIC) theory, this paper develops a self-circulation structure model for the TIC to analyze the hierarchical structure of the land-use innovations in the Loess Plateau. Then, employing the selfcirculation structure model and taking the Gully Land Consolidation Project (GLCP) as a case study, this paper proposes one TIC-driven sustainable land use mode (TSLUM). A TIC has been developed among innovations in the TSLUM. The structure of TSLUM consists of three types of innovations: basic, related, and infrastructure innovations. Basic innovations are generally radical innovations that breed related, and infrastructure innovations. Diffusion-based and reversal-based mechanisms govern the evolution of the TSLUM. These two clustering mechanisms integrate with each other and jointly promote the development of the TSLUM in a self-circulation way. Furthermore, the TSLUM exhibits multiple functions, such as optimizing gully-slope interaction mechanism, providing continuous driving forces, consolidating the achievements of the Grain for Green Project, bolstering rural livelihoods, and fostering some feasible ways for food security. The results obtained will be useful for advancing sustainable land use and regional sustainable development in the Loess Plateau via TICs effectively and systematically.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper investigates the influence of hotel employee's thriving at work (including learning and vitality) on their service performance, and explores how leader-member exchange (LMX) moderates this influence. The sampling object of the questionnaire is the employees of 5-star hotels in the north, central, and south of Taiwan who are willing to answer the questionnaires. Purposive sampling is employed. In total, 900 surveys were disseminated throughout Taiwan., including 300 each in the north, central, and south. Out of these, 657 acceptable surveys were collected, resulting in a 73% response rate. The research findings show that: (1) learning positively affect service performance; (2) vitality positively affect service performance; (3) LMX negatively moderates the influence of learning on service performance; (4) LMX negatively moderates the influence of vitality on service performance. At last, the paper proposes managerial implications and subsequent recommendations derived from the research findings.", - "output": "Geography", + "input": "Abstract: The discovery of a specific form of Late Neolithic object in northeast Poland, commonly interpreted as reed arrowshaft straighteners, prompted investigation into the possible use of reed for archery in the European past. To examine the archery qualities of this raw material, and thus the likely rationale behind the manufacture and use of reed arrowshafts, a number of mechanical and experimental analyses were conducted. The results presented here indicate that reed was well suited for prehistoric archery. This is demonstrated above all by the arrowshaft stiffness required by this discipline, defined as the spine-force, but also both the technological ease of production of arrows and their ballistic capabilities.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Existing handover communication tools often lack a clear theoretical foundation, have limited psychometric evidence, and overlook effective communication strategies for enhancing diagnostic reasoning. This oversight becomes critical as communication breakdowns during handovers have been implicated in poor patient care. To address these issues, we developed a structured communication tool: Background, Responsible diagnosis, Included differential diagnosis, Excluded differential diagnosis, Follow-up, and Communication (BRIEF-C). It is informed by cognitive bias theory, shows evidence of reliability and validity of its scores, and includes strategies for actively sending and receiving information in medical handovers.DESIGN: A pre-test post-test intervention study.SETTING: Inpatient internal medicine and orthopaedic surgery units at one tertiary care hospital.INTERVENTION: The BRIEF-C tool was presented to internal medicine and orthopaedic surgery faculty and residents who participated in an in-person educational session, followed by a 2-week period where they practised using it with feedback.MEASUREMENTS: Clinical handovers were audiorecorded over 1week for the pre- and again for the post-periods, then transcribed for analysis. Two faculty raters from internal medicine and orthopaedic surgery scored the transcripts of handovers using the BRIEF-C framework. The two raters were blinded to the time periods.RESULTS: A principal component analysis identified two subscales on the BRIEF-C: diagnostic clinical reasoning and communication, with high interitem consistency (Cronbach's alpha of 0.82 and 0.99, respectively). One sample t-test indicated significant improvement in diagnostic clinical reasoning (pre-test: M=0.97, SD=0.50; post-test: M=1.31, SD=0.64; t(64)=4.26, p<0.05, medium to large Cohen's d=0.63) and communication (pre-test: M=0.02, SD=0.16; post-test: M=0.48, SD=0.83); t(64)=4.52, p<0.05, large Cohen's d=0.83).CONCLUSION: This study demonstrates evidence supporting the reliability and validity of scores on the BRIEF-C as good indicators of diagnostic clinical reasoning and communication shared during handovers.", - "output": "Communication", + "input": "Abstract: This study aims to determine the efficiency of Polyamide 6 in consolidating fragile vegetable-tanned leather artifacts. Through two proposed interaction strategies, molecular modeling calculations demonstrated how the proposed polyamide 6 structure can protect vegetable-tanned leather from deteriorating environmental conditions. The total dipole moment was calculated as a potential descriptor of structure reactivity, and all of PA6 and the two proposed interaction models reveal poor reactive behavior when compared to pristine structures, confirming its capabilities as a protective layer. Furthermore, electrostatic potential maps were created to enhance PA6' s ability to safeguard leather artifacts and transform them into neutral, non-reactive substances. It was also created new vegetable-tanned leather prototypes. Polyamide 6 was produced in various concentrations and impregnated into the aged untreated samples. The evaluation process used some physical qualities (digital and scanning electron microscopes, color change, water absorption, and water vapor permeability). All examinations and investigations revealed that 2% and 3% concentrations produced the best results, while the concentration of 5% produced the worst. As a result, this study suggests employing 2% and 3% concentrations to treat historical and archaeologically fragile vegetable-tanned leather objects. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: What makes cases of pure risking sometimes wrong? There is a strong intuition that the wrongness of pure risking stands in an explanatory relationship with the wrongness of the non-risky act. Yet, we cannot simply take this for granted insofar as in cases of wrongful pure risking, the risked outcome fails to materialize. To this end, I motivate and develop an under explored approach in the literature that I call Unificationism. According to the Unificationist account that I defend, the fact that pure risking phi is pro tanto wrong is grounded by a general moral fact that phi-ing is pro tanto or all-things-considered wrong, other things being equal. This relationship holds even if and when an agent's risky conduct fails to transpire or culminate into phi-ing ex post. I argue that this Unificationist account captures our explanatory intuition, avoids problems of extensional and explanatory inadequacy that existing alternative faces, and most importantly, renders Unificationism as a plausible view within the ethics of pure risking.", - "output": "Philosophy", + "input": "Abstract: BACKGROUND: Maternal and neonatal mortality remains a major concern in the Democratic Republic of Congo (DRC), and the country's protracted crisis context exacerbates the problem. This political economy analysis examines the maternal and newborn health (MNH) prioritization in the DRC, focussing specifically on the conflict-affected regions of North and South Kivu. The aim is to understand the factors that facilitate or hinder the prioritization of MNH policy development and implementation by the Congolese government and other key actors at national level and in the provinces of North and South Kivu.METHODS: Using a health policy triangle framework, data collection consisted of in-depth interviews with key actors at different levels of the health system, combined with a desk review. Qualitative data were analysed using inductive and then deductive approaches, exploring the content, process, actor dynamics, contextual factors and gender-related factors influencing MNH policy development and implementation.RESULTS: The study highlighted the challenges of prioritizing policies in the face of competing health and security emergencies, limited resources and governance issues. The universal health coverage policy seems to offer hope for improving access to MNH services. Results also revealed the importance of international partnerships and global financial mechanisms in the development of MNH strategies. They reveal huge gender disparities in the MNH sector at all levels, and the need to consider cultural factors that can positively or negatively impact the success of MNH policies in crisis zones.CONCLUSIONS: MNH is a high priority in DRC, yet implementation faces hurdles due to financial constraints, political influences, conflicts and gender disparities. Addressing these challenges requires tailored community-based strategies, political engagement, support for health personnel and empowerment of women in crisis areas for better MNH outcomes.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The structure and age of remains of two ancient walls located in the city of Nan, a former part of the Lanna Kingdom in modern northern Thailand, were investigated. The remains differ in appearance with a well-preserved brick wall present at Mahawong Road (MHW), while an earthwork with a brick reinforcement core is found at Phaya Wat Temple (PWT). We employed an electrical resistivity tomography (ERT) survey and optically stimulated luminescence dating (OSL) to determine the buried structure of the earthwork at the PWT site and the production age of bricks from both locations. The ERT results reveal lateral heterogeneous resistivity domains cross-cutting the wall, which presumably relates to the construction of a dam. According to OSL dating, the PWT wall was likely built during the time of the war with Burma that ultimately resulted in a foreign occupation of Nan in the sixteenth century. This structure played a role in both flood mitigation and military defence of the city. The structure at MHW represents a city wall that was built at the end of the nineteenth century after Nan was relocated to its present position and rather reflects representative and social needs.", - "output": "Archaeology", + "input": "Abstract: This study explored supercritical fluid extraction (SFE) of bioactive molecules from Ammodaucus leucotrichus seeds, a little-known source of potent bioactive compounds. Response surface methodology assessed extraction parameters (pressure, temperature, and ethanol co-solvent) and their effects on global yield, total phenolic compound (TPC), total carbohydrate content (TCC), and anti-Alzheimer activity. Optimization via a BoxBehnken design identified the optimal conditions: 15 % ethanol, 300 bar, and 70 degrees C. Chemical profiling using GC-MS and UHPLC-q-tof-MS/MS detected over 41 metabolites. In addition, a biorefinery sequential extraction process was performed to obtain extracts with high neuroprotective potential. The SFE extracts exhibited modest AChE inhibition. Notably, sequential SFE and PLE extractions yielded extracts with enhanced antioxidant activity compared to separate processes. In conclusion, Ammodaucus leucotrichus presents a promising natural source of secondary metabolites. Its potential health benefits warrant further exploration, emphasizing the need for continued research.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The COVID-19 pandemic has highlighted the importance of designing effective trade recovery measures in response to global health events (GHEs). This study combines international trade risk management theory and multi-case comparative analysis of past GHEs to present a theoretical framework for designing national trade recovery measures for future events.RESULTS: The research finds that during GHEs, trade risks shift to fundamental uncertainty, requiring spatial-temporal-subject dimension recovery measures. The study suggests changing the focus of trade recovery policy design from emergency-oriented and single-dimension measures to reserve-oriented and enduring-effect measures of comprehensive dimensions at micro- and macroeconomic levels.CONCLUSION: The study contributes to the debate on managing trade risks in times of crisis, where there is a need to develop effective trade recovery measures that account for the complexities of global trade and the unique challenges of GHEs. The findings provide practical guidance for trade officials and policymakers to design measures in response to GHEs to improve a country's overall trade recovery.", - "output": "Economics", + "input": "Abstract: Purpose Immune-related thyroid adverse events (irTAEs) occur frequently following immune checkpoint inhibitor (ICI) therapy. The purpose of this study is to provide knowledge about the incidence, clinical timeline characteristics, associated factors of irTAEs, and potential impact on treatment efficacy in patients with melanoma receiving adjuvant ICI therapy. Methods A national multicenter retrospective cohort study of patients with resected stage III/IV melanoma treated with adjuvant PD-1 inhibitors between November 2018 and December 2020. Data were extracted from the Danish Metastatic Melanoma Database. The irTAEs were defined as two consecutive abnormal TSH values and subdivided into transient or persistent. Results Of 454 patients, 99 developed an irTAE (21.8%), of these were 46 transient (46.5%) and 53 persistent (53.5%). Median time to transient and persistent irTAE was 55 and 44 days, respectively (p = 0.57). A hyperthyroid phase followed by hypothyroidism was seen in 73.6% of persistent irTAEs, whereas 87% of transient irTAEs developed an isolated hypo- or hyperthyroid phase. Multiple variable analysis demonstrated an association between irTAE and female sex (HR 2.45; 95% CI 1.63-3.70; p < 0.001), but no association with recurrence-free survival (HR 0.86; 95% CI 0.50-1.48; p = 0.587) or overall survival (HR 1.05; 95% CI 0.52-2.12, p = 0.891). Conclusions IrTAE is a common side effect to PD-1 inhibitors primarily occurring within the first 3 months, with a high risk of persistency. Female sex is a strong predictive factor. IrTAE was not associated with improved clinical outcome.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Clusters of Neolithic cursus monuments are attested in several parts of Britain but have so far not been recorded in Ireland, where only isolated or pairs of monuments are known. A recent lidar survey of the Baltinglass landscape of County Wicklow, Ireland, has now identified a cluster of up to five cursus monuments. Here, the author explores this group of monuments and their significance within the wider setting of Neolithic Ireland and Britain. Their unique morphology, location and orientation offer insights into the ritual and ceremonial aspects of the farming communities that inhabited the Baltinglass landscape and hint at the variability in the form and possible functions of these monuments for early farming communities.", - "output": "Archaeology", + "input": "Abstract: This article explores the design, development and deployment of a digital platform for scholarly work at Notre Dame Cathedral and demonstrates the transformative impact of digital technology on heritage disciplines. By merging technology and human expertise, the platform facilitates the creation, integration, sharing, and analysis of extensive scientific data on the multidisciplinary post-fire study of the cathedral. This multi-layered approach includes community building for collaborative efforts, digital tools tailored to different stakeholders, data structuring approaches for managing multidimensional features, and experience-based workflows for documenting, categorising and semantically enriching scientific and restoration data. The overall goal is to introduce an integrated solution for collaborative studies and to promote a digital memory of the collective initiative in accordance with the principles of FAIR for scientific heritage data. This initiative not only supports the research and restoration of Notre Dame, but also serves as a paradigm for future conservation and documentation efforts in the field of cultural heritage. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Introduction: Mailed stool testing for colorectal cancer (CRC) may improve screening uptake and reduce the incidence and mortality of CRC, especially among patients at federally qualified health centers (FQHCs). To expand screening programs it is important to identify cost-effective approaches.Methods: We developed a decision-analytic model to estimate the cost, effects on screening and patient outcomes (CRCs detected, CRCs prevented, CRC deaths prevented), and cost-effectiveness of implementing a state-wide mailed stool testing program over 5 years among unscreened, age-eligible (aged 50-75 y) patients at FQHCs in Texas. We compared various outreach strategies and organizational structures (centralized, regional, or a hybrid). We used data from our existing regional mailed stool testing program and recent systematic reviews to set parameters for the model. Costs included start-up and ongoing activities and were estimated in 2022 US dollars from the perspective of a hypothetical third-party payer. Cost-effectiveness was assessed by using both incremental and average cost-effectiveness ratios.Results: Using either a statewide centralized or hybrid organizational configuration to mail stool tests to newly eligible FQHC patients and patients who have responded at least once since program inception is likely to result in the best use of resources over 5 years, enabling more than 110,000 additional screens, detecting an incremental 181 to 194 CRCs, preventing 91 to 98 CRCs, and averting 46 to 50 CRC deaths, at a cost of $10 million to $11 million compared with no program.Conclusions: A statewide mailed stool testing program for FQHC patients can be implemented at reasonable cost with considerable effects on CRC screening outcomes, especially when its structure maximizes program efficiency while maintaining effectiveness.", - "output": "Law", + "input": "Abstract: Micro-X-ray fluorescence (XRF) screening of 244 glass sherds from Ribe, Denmark, identified 23 wood ash glasses. The closely dated finds pinpoint the arrival of the earliest wood ash glass produced in Western Europe in this important North Sea trading hub. This glass type was absent among glass from 700 to 790 CE but feature strongly from 790 to 810 CE. Electron microprobe analysis (EMPA) and laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) analysis of 24 glasses show the presence of four types. We show the strengths of classifying wood ash glass based on the glass-producing sands and conclude that the earliest production took place on a considerable scale and had a major impact on glass circulation in Northern Europe in the ninth century.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Alzheimer's disease (AD) patients show age-related decreases in the ability to perform activities of daily living and the decline in these activities is related to the severity of neurobiological deterioration underlying the disease. The 5xFAD mouse model of AD shows age-related impairments in sensory- motor and cognitive function, but little is known about changes in species-typical behaviours that may model activities of daily living in AD patients. Therefore, we examined species-typical behaviours used as indices of exploration (rearing) and compulsivity (grooming) across six tests of anxiety-like behaviour or motor function in female 5xFAD mice from 3 to 16 months of age. Robust decreases in rearing were found in 5xFAD mice across all tests after 9 months of age, although few differences were observed in grooming. A fine-scale analysis of grooming, however, revealed a previously unresolved and spatially restricted pattern of grooming in 5xFAD mice at 13-16 months of age. We then examined changes in species-typical behaviours in the home-cage, and show impaired nest building in 5xFAD mice at all ages tested. Lastly, we examined the relationship between reduced species typical behaviours in 5xFAD mice and the presentation of freezing behaviour, a commonly used measure of memory for conditioned fear. These results showed that along with cognitive and sensory-motor behaviour, 5xFAD mice have robust age-related impairments in species-typical behaviours. Therefore, species typical behaviours in 5xFAD mice may help to model the decline in activities of daily living observed in AD patients, and may provide useful behavioural phenotypes for evaluating the pre-clinical efficacy of novel therapeutics for AD.", + "input": "Abstract: PURPOSE: Frailty and Circadian Syndrome (CircS) are prevalent among the elderly, yet the link between them remains underexplored. This study aims to examine the association between CircS and frailty, particularly focusing on the impact of various CircS components on frailty.MATERIALS AND METHODS: We conducted a cross-sectional analysis using data from the National Health and Nutrition Examination Survey (NHANES) spanning 2007 to 2018. The 49-item Frailty Index (FI) was employed to assess frailty. To understand the prevalence of CircS in relation to frailty, we applied three multivariate logistic regression models. Additionally, subgroup and interaction analyses were performed to investigate potential modifying factors.RESULTS: The study included 8,569 participants. In fully adjusted models, individuals with CircS showed a significantly higher risk of frailty compared to those without CircS (Odds Ratio [OR]=2.18, 95% Confidence Interval [CI]: 1.91-2.49, p<0.001). A trend of increasing frailty risk with greater CircS component was observed (trend test p<0.001). Age (p=0.01) and race (p=0.02) interactions notably influenced this association, although the direction of effect was consistent across subgroups. Sensitivity analysis further confirmed the strength of this relationship.CONCLUSION: This study identifies a strong positive correlation between CircS and frailty in the elderly. The risk of frailty escalates with an increasing number of CircS components. These findings highlight the intricate interplay between circadian syndrome and frailty in older adults, offering valuable insights for developing targeted prevention and intervention strategies.", "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Throughout history, many innovations have contributed to the development of modern urological surgery, improving patient outcomes and expanding the range of treatment options available to patients. This article explores five key historical innovations that have shaped modern urological surgery: External shockwave lithotripsy, transurethral resection of prostate, cystoscope, perioperative prostate-specific antigen and robotic surgery. The selection of innovations for inclusion in this article was meticulously determined through expert consensus and an extensive literature review. We will review the development, impact and significance of each innovation, highlighting their contributions to the field of urological surgery and their ongoing relevance in contemporary and perioperative practice.", - "output": "History", + "input": "Abstract: This study sought to assess disaster resilience in Korean metropolitan cities and explore the factors influencing disaster management in these cities. Statistical data from 17 metropolitan cities and provinces in Korea spanning the years 2016 to 2020 were collected. Data envelopment analysis (DEA), a method for estimating relative efficiency using multiple input and output variables, was employed to calculate the disaster resilience scores of these cities. The results indicate higher level of disaster resilience in capital regions and large cities in Korea, with social and economic characteristics significantly influencing resilience. Moreover, the study reveals that robust infrastructure, particularly in terms of housing, strongly impacts resilience scores. The use of DEA allows for the practical evaluation of relative resilience scores without requiring weighted value calculations, making it an effective methodology for assessing city resilience.This study aimed to assess how well Korean metropolitan cities are prepared for disasters and understand what factors affect their disaster management. We collected statistics data on the social, economic, infrastructure, community capital, and institutions of 17 Korean metropolitan cities and provinces from 2016 to 2020. We used a method called data envelopment analysis (DEA) to figure out how well these cities are handling disasters. The results show that capital regions and large cities in Korea are better at handling disasters. This is because factors such as social and economic characteristics have a significant impact on their ability to respond to disasters. Additionally, having strong infrastructure, especially when it comes to housing, plays a big role in how well a city can respond to disasters. Using DEA allowed us to evaluate how well cities are prepared for disasters without needing complicated calculations, making it a useful method for assessing city readiness for disasters.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Chlorine-resistant bacteria (CRB) in drinking water treatment plants (DWTPs) jeopardize water quality and pose a potential risk to human health. However, the specific response of CRB to chlorination and chloramination remains uncharacterized. Therefore, we analyzed 16S rRNA sequencing data from water samples before and after chlorination and chloramination taken between January and December 2020. Proteobacteria and Firmicutes dominated all finished water samples. After chloramination, Acinetobacter, Pseudomonas, Methylobacterium, Ralstonia, and Sphingomonas were the dominant CRB, whereas Ralstonia, Bacillus, Acinetobacter, Pseudomonas, and Enterococcus were prevalent after chlorination. Over 75% of the CRB e.g. Acinetobacter, Pseudomonas, Bacillus, and Enterococcus were shared between the chlorination and chloramination, involving potentially pathogens, such as Acinetobacter baumannii and Pseudomonas aeruginosa. Notably, certain genera such as Faecalibacterium, Geobacter, and Megasphaera were enriched as strong CRB after chloramination, whereas Vogesella, Flavobacterium, Thalassolituus, Pseudoalteromonas, and others were enriched after chlorination according to LEfSe analysis. The shared CRB correlated with temperature, pH, and turbidity, displaying a seasonal pattern with varying sensitivity to chlorination and chloramination in cold and warm seasons. These findings enhance our knowledge of the drinking water microbiome and microbial health risks, thus enabling better infectious disease control through enhanced disinfection strategies in DWTPs.", - "output": "Economics", + "input": "Abstract: In the literature, different frameworks of probabilistic epistemic logic have been proposed. Most of these frameworks define knowledge or belief by relational structure. In this paper, we explore the relationship between probability and belief, based on the Lockean thesis, and adopt neighborhood semantics that defines belief directly using probability. We provide a sound and weakly complete axiomatization for our framework. We also try to explain the lottery paradox by modelling it within our framework. Moreover, the paper presents findings concerning the relationship between knowledge, belief and probability within various frameworks.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ObjectiveThere is beauty in cytopathology. That beauty and art can be transmitted and shared through fun images on social media.MethodsAs social media becomes more popular, pathologists and related professionals have started to share the images that they capture at work on their profiles, tagging them with the hashtag #Pathart. #Pathart hashtag unites two concepts innately related: Pathology and art.ResultsWhen groups of pathologists share concurring ideas, the result is an explosion of creativity that spreads even to new professionals and students. In addition, it attracts the attention of people, dedicated to other subjects such as journalism, who, with their interactions, give visibility to our field. This helps counteract the stereotypes and gives people a better understanding of what we do and why it is important. Therefore, the more pathologists and related professionals meet and interact with each other, the better.Conclusions#Pathart images raise great interest among professionals, which contributes to the creation of a united and strong community of pathologists some of whom are dedicated to cytology. Interaction and professional collaboration between these professionals can positively contribute to disseminating scientific content and creating work/research groups. This might have an impact, both direct and indirect, on improving the quality of diagnoses and treatments in our patients.There is beauty in Cytopathology. That beauty and art can be transmitted and shared through fun images on social media, creating a union between a community of professionals who share creative personality traits and a unique sense of humour.image", + "input": "Abstract: The progress of dentistry towards a profession allied to medicine and surgery was incremental, and a most important step in that process was the separation of the surgeons from the barbers in 1745. Hogarth's illustration of a dentally active barber has been discussed previously in the British Dental Journal. In this paper, his probable contribution to the campaign for separation led successfully by his friend, surgeon John Ranby FRS (1703-1773), through the dramatic and much analysed painting The death of the countess (1743), is analysed. In this paper, it is suggested that William Hogarth was not only aware of the tensions between the physicians, surgeons and barbers that had come to a head, but that he modified the first thoughts, seen in a sketch (now at the Ashmolean, Oxford), to incorporate in this painting, and the print made from it a conspicuous sub-scene, almost central in a composition where the dying countess would be expected to be the only subject, as a satirical comment on that internal conflict.Provides a history of dentistry and professional advance.Focuses on William Hogarth and John Ranby FRS.Delves into medical ethics at the time.", "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PurposeElucidating on the concrete outline of conservation of resource theory, this study aims to explore the links between work-family conflict and workplace thriving. In particular, this study has integrated depersonalization as a mediator and tested the moderated mediation effects of intrinsic motivation in work-family conflict and depersonalization relationships.Design/methodology/approachData were collected using a sample of 357 doctors working across various public hospitals in India over two waves (T1 and T2) and was tested using AMOS and Process Macros.FindingsExploration reveals that work-family conflict is negatively associated with workplace thriving. The mediating role of depersonalization in between work-family conflict and workplace thriving was established. Moreover, the moderating role of intrinsic motivation in work-family conflict and workplace thriving via depersonalization was also established.Originality/valueThe present study makes a theoretical addition to the literature by investigating nuances through which work-family conflict relationships and thriving at the workplace can be affected. To date, such a relationship has not been established. The study also extends the role of depersonalization as an underlying mechanism between work-family conflict and workplace thriving, making an imperative contribution. This study also tested the moderating role of intrinsic motivation. Overall, these relationships are novel and have been seldom reported.", - "output": "Communication", + "input": "Abstract: BACKGROUND: The need to transform the United Kingdom's (UK) delivery of health and care services to better meet population needs and expectations is well-established, as is the critical importance of research and innovation to drive those transformations. Allied health professionals (AHPs) represent a significant proportion of the healthcare workforce. Developing and expanding their skills and capabilities is fundamental to delivering new ways of working. However, career opportunities combining research and practice remain limited. This study explored the perceived utility and value of a doctorate to post-doctoral AHPs and how they experience bringing their research-related capabilities into practice environments.METHODS: With a broadly interpretivist design, a qualitatively oriented cross-sectional survey, with closed and open questions, was developed to enable frequency reporting while focusing on the significance and meaning participants attributed to the topic. Participants were recruited via professional networks and communities of practice. Descriptive statistics were used to analyse closed question responses, while combined framework and thematic analysis was applied to open question responses.RESULTS: Responses were received from 71 post-doctoral AHPs located across all four UK nations. Findings are discussed under four primary themes of utilisation of the doctorate; value of the doctorate; impact on career, and impact on self and support. Reference is also made at appropriate points to descriptive statistics summarising closed question responses.CONCLUSION: The findings clearly articulate variability of experiences amongst post-doctoral AHPs. Some were able to influence team and organisational research cultures, support the development of others and drive service improvement. The challenges, barriers and obstacles encountered by others reflect those that have been acknowledged for many years. Acknowledging them is important, but the conversation must move forward and generate positive action to ensure greater consistency in harnessing the benefits and value-added these practitioners bring. If system-wide transformation is the aim, it is inefficient to leave navigating challenges to individual creativity and tenacity or forward-thinking leaders and organisations. There is an urgent need for system-wide responses to more effectively, consistently and equitably enable career pathways combining research and practice for what is a substantial proportion of the UK healthcare workforce.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Biomedical terminologies play a vital role in managing biomedical data. Missing IS-A relations in a biomedical terminology could be detrimental to its downstream usages. In this paper, we investigate an approach combining logical definitions and lexical features to discover missing IS-A relations in two biomedical terminologies: SNOMED CT and the National Cancer Institute (NCI) thesaurus. The method is applied to unrelated concept-pairs within non-lattice subgraphs: graph fragments within a terminology likely to contain various inconsistencies. Our approach first compares whether the logical definition of a concept is more general than that ofthe other concept. Then, we check whether the lexical features of the concept are contained in those ofthe other concept. If both constraints are satisfied, we suggest a potentially missing IS-A relation between the two concepts. The method identified 982 potential missing IS-A relations for SNOMED CT and 100 for NCI thesaurus. In order to assess the efficacy of our approach, a random sample of results belonging to the Clinical Findings and Procedure subhierarchies of SNOMED CT and results belonging to the Drug, Food, Chemical or Biomedical Material subhierarchy of the NCI thesaurus were evaluated by domain experts. The evaluation results revealed that 118 out of 150 suggestions are valid for SNOMED CT and 17 out of 20 are valid for NCI thesaurus.", - "output": "Philosophy", + "input": "Abstract: Foliar functional traits are essential for understanding plant adaptation strategies and ecosystem function. Due to limited in-situ observational data, there is a growing interest in upscaling these traits from field sites to regional and global levels. However, limitations persist: (1) global/national scale upscaling that relies on plant functional type (PFT) maps, environmental variables or coarse resolution multispectral images, which fail to capture localscale trait variability; (2) airborne imaging spectroscopy that enables high-resolution and accurate mapping but is restricted to site scale and is costly; and (3) multispectral satellites like Sentinel-2 that offer global coverage but have limited spectral bands and resolution. While previous research has demonstrated the connection between traits and vegetation phenology, our study seeks to build upon this foundation by further exploring the integration of phenological information for large-scale trait prediction. We examined the integration of Sentinel-2 data with its time series (for phenology information) to map 12 foliar functional traits across 14 National Ecological Observatory Network (NEON) sites in the eastern United States. Our results show that time-series Sentinel-2 models effectively capture the variance in these 12 traits (R2 = 0.60-0.80) when compared with benchmark trait data generated by state-of-the-art airborne imaging spectroscopy. The models adequately capture considerable trait variations observed within sites and PFTs. Our approach outperforms existing methods that rely on environmental variables, or a single Sentinel-2 image as predictors across examined NEON sites in eastern United States. Interestingly, including environmental variables in our models does not significantly improve predictive power. Further analysis reveals that a 'fast-slow' principal axis predominantly explains the covariation in Enhanced Vegetation Index amplitude (a proxy for leaf longevity), leaf mass per area, and leaf nitrogen content across PFTs. This finding highlights the importance of incorporating phenological information for trait mapping and suggests a potential mechanism underlying these spectra-based models. Our proposed method, which simultaneously achieves high accuracy, large-scale scalability, and high spatial resolution, represents a promising avenue for future global trait mapping. Validation on a larger scale to fully realize its potential in addressing fundamental ecological questions will be a key future focus.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Armed conflict and insecurity have been linked to deteriorations in reproductive health and rights globally. In Nigeria, armed violence has taken a significant toll on women's and girls' health and safety. However, knowledge is limited about how conflict shapes attitudes surrounding their ability to make autonomous decisions on relationships and childbearing. Drawing on a socioecological framework and terror management theory, we aimed to investigate the association between conflict, insecurity, and attitudes toward women's and girls' reproductive autonomy in Nigeria.METHODS: We conducted a cross-sectional study using data from two sources: the World Values Survey (WVS) and the Uppsala Conflict Data Program-Georeferenced Event Dataset (UCDP-GED). Nationally representative data on attitudes of 559 men and 534 women was collected by WVS in 2017-2018. Linear probability models estimated the association between attitudes toward five dimensions of women and girl's reproductive autonomy (contraception, safe abortion, marital decision-making, delayed childbearing, early marriage), respondents' perceptions of neighborhood insecurity using WVS data, and geospatial measures of conflict exposure drawn from UCDP-GED.RESULTS: Exposure to armed conflict and perceived neighborhood insecurity were associated with more supportive attitudes toward access to safe abortion among both men and women. Among women, conflict exposure was associated with higher support for contraception and the perception that early marriage can provide girls with security. Conflict-affected men were more likely to support a delay in girls' childbearing.CONCLUSION: Our findings suggest that conflict and insecurity pose a threat to, but also facilitate opportunities for, women's and girls' reproductive autonomy. Contraception, abortion, early marriage, and postponement or childbearing may be perceived as risk-aversion strategies in response to mortality threats, livelihood losses, and conflict-driven sexual violence. Our findings foreshadow changes in fertility and relationship patterns in conflict-affected Nigeria and highlight the need for health programming to ensure access to contraception and safe abortion services.", - "output": "Philosophy", + "input": "Abstract: This paper demonstrates the utility of ground-penetrating radar (GPR) to inform forensic archaeology recovery efforts of missing service members from historic conflict-related aircraft crash sites. This approach is becoming more common and improving recovery strategies by pinpointing potential subsurface anomalies prior to excavation. Two examples of recovery efforts at WWII aircraft crash sites are presented, revealing the diversity of landscape upheaval signatures that result from aircraft impacts. In both situations, the GPR successfully located feature boundaries and identified aviation impacturbation. The landscape signature varied in both cases due to factors including the trajectory and velocity of the aircraft crash and the topography of the impacted landscape. Notably, a 'halo' effect was identified in association with one crash site, revealing the force of the impact on sandy soils. Recognition of these anthropogenic signals is important to promote effective recovery strategies, thus saving time, labour and funds, particularly in historic sites where postincident taphonomic conditions have severely altered the morphology of the landscape.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To determine changes in Bordetella pertussis and B. parapertussis detection rates, we analyzed 1.43 million respiratory multiplex PCR test results from US facilities from 2019 through mid-2023. From mid-2022 through mid-2023, Bordetella spp. detection increased 8.5-fold; 95% of detections were B. parapertussis. While B. parapertussis rates increased, B. pertussis rates decreased.", - "output": "History", + "input": "Abstract: BACKGROUND: Floods are the most frequent weather-related disaster, causing significant health impacts worldwide. Limited studies have examined the long-term consequences of flooding exposure.METHODS: Flood data were retrieved from the Dartmouth Flood Observatory and linked with health data from 499,487 UK Biobank participants. To calculate the annual cumulative flooding exposure, we multiplied the duration and severity of each flood event and then summed these values for each year. We conducted a nested case-control analysis to evaluate the long-term effect of flooding exposure on all-cause and cause-specific mortality. Each case was matched with eight controls. Flooding exposure was modelled using a distributed lag non-linear model to capture its nonlinear and lagged effects.RESULTS: The risk of all-cause mortality increased by 6.7% (odds ratio (OR): 1.067, 95% confidence interval (CI): 1.063-1.071) for every unit increase in flood index after confounders had been controlled for. The mortality risk from neurological and mental diseases was negligible in the current year, but strongest in the lag years 3 and 4. By contrast, the risk of mortality from suicide was the strongest in the current year (OR: 1.018, 95% CI: 1.008-1.028), and attenuated to lag year 5. Participants with higher levels of education and household income had a higher estimated risk of death from most causes whereas the risk of suicide-related mortality was higher among participants who were obese, had lower household income, engaged in less physical activity, were non-moderate alcohol consumers, and those living in more deprived areas.CONCLUSIONS: Long-term exposure to floods is associated with an increased risk of mortality. The health consequences of flooding exposure would vary across different periods after the event, with different profiles of vulnerable populations identified for different causes of death. These findings contribute to a better understanding of the long-term impacts of flooding exposure.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVES: Loneliness is a public health issue among older adults. We designed an intervention offering 10 sessions with diverse artistic methods (ArtGran). This study assessed the effectiveness of ArtGran in reducing loneliness and its negative effects on health in community-dwelling older adults in 2022 in Barcelona.STUDY DESIGN: Quasi-experimental study, with an intervention group (IG) and a comparison group (CG).METHODS: The sample included residents aged \u226570 years from 6 selected neighbourhoods of Barcelona. In each neighbourhood, an IG and a CG was formed with participants who reported loneliness and without special mobility needs. The participants were referred from primary care centres, social services, and community health centres. We included 138 participants (IG=63, CG=75). We collected data on loneliness, quality of life (QoL-5D), mood, and self-perceived health before and after the intervention through validated questionnaires. To assess the effect of the intervention, we built Poisson models with robust variance and linear regression models.RESULTS: At the end of the intervention, participants in the IG were more likely than those in the CG to be able to perform their usual activities without problems (adjusted prevalence ratio [aPR]=1.22; 95% confidence interval [CI]: 1.02-1.45). Compared with the CG, participants in the IG attending more than half of the sessions had lower levels of loneliness (aPR=1.36; 95%CI: 1.07-1.73), a better ability to perform their usual activities (aPR [95%CI]=1.24 [1.05-1.48]), and higher happiness scores (beta=0.73; P=0.01).CONCLUSIONS: The effectiveness of the intervention was more pronounced when participants had high attendance. Our results suggest that high attendance of the ArtGran program was helpful in shielding older individuals from loneliness, fostering positive moods, and preserving their functional status.", - "output": "History", + "input": "Abstract: This study assessed the staffing allocations and associated costs incurred by Ohio local health departments (LHDs) in response to the challenges posed by the COVID-19 pandemic. Data were extracted from the annual financial reports of Ohio LHDs for 2020 and 2021, encompassing a sample of 38 LHDs in 2020 and 60 LHDs in 2021. Descriptive analysis showed that Ohio LHDs committed substantial resources to responding to the COVID-19 pandemic. Although there was considerable variability across LHDs, median staffing and compensation collectively constituted 22% of total staffing and compensation. Multivariate regression analysis found minimal associations between the examined agency and community-level variables and the differences in staffing allocations and associated costs incurred by LHDs in response to the COVID-19 pandemic. After decades of underfunding and understaffing, securing sustainable funding will be crucial to equip LHDs across the country with the necessary resources to deliver comprehensive public health services in their communities.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Satellite-based precipitation estimates and global reanalysis products bear the promise of supporting the development of accurate and timely climate information for end users in sub-Sharan Africa. The accuracy of these global models, however, may be reduced in data-scarce regions and should be carefully evaluated. This study evaluates the performance of ERA5 reanalysis data and CHIRPS precipitation data against ground-based measurements from 167 rain gauges in Ethiopia, a region with complex topography and diverse climates. Focusing over a 38-year period (1981-2018), our study utilizes a point-to-pixel analysis to compare daily, monthly, seasonal, and annual precipitation data, conducting an evaluation based on continuous and categorical metrics. Our findings indicate that over Ethiopia CHIRPS generally outperforms ERA5, particularly in high-altitude areas, demonstrating a better capability in detecting high-intensity rainfall events. Both datasets, however, exhibit lower performance in Ethiopia's lowland regions, possibly the influence of sparse rain gauge networks informing gridded datasets. Notably, both CHIRPS and ERA5 were found to underestimate rainfall variability, with CHIRPS displaying a slight advantage in representing the erratic nature of Ethiopian rainfall. The study's results highlight considerable performance differences between CHIRPS and ERA5 across varying Ethiopian landscapes and climatic conditions. CHIRPS' effectiveness in high-altitude regions, especially for daily rainfall estimation, emphasizes its suitability in similar geographic contexts. Conversely, the lesser performance of ERA5 in these areas suggests a need for refined calibration and validation processes, particularly for complex terrains. These insights are essential for the application of satellite-based and reanalysis of rainfall data in meteorological, agricultural, and hydrological contexts, particularly in topographically and climatically diverse regions.", - "output": "Geography", + "input": "Abstract: The recognition of low-density urbanisation has been important in documenting how diverse human settlements generated enduring social and economic change. In tropical regions, the key challenges to studying low-density urbanisation have been the difficulty in acquiring past built environment data and integrating the frameworks that illuminate the social behaviours intrinsic to urbanisation. The introduction of lidar mapping and urban science methods has proven revolutionary in our understanding of low-density urbanisation as demonstrated by emerging research on settlements and states in Mesoamerica and Southeast Asia. These studies draw on urban theory to highlight patterns in the built environment associated with profound societal changes including the rise of social institutions, agglomeration effects, and ongoing settlement growth. Here, we present an approach that combines lidar survey and archaeological fieldwork with recent developments in urban science to understand the built environment of Tongatapu; the location of an archaic state whose influence spread across the southwest Pacific Ocean between the thirteenth and nineteenth centuries a.d. Quantitative results show-for the first time-that settlements on a Pacific island were urbanised in a distinct low-density form and that the processes of urbanisation began prior to state development. This study highlights the potential contribution of Pacific landscapes to urban science and the low-density settlement phenomena given the presence of large populations, hierarchical societies, and vast distributions of archaeological built remains on many island groups.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The key to controlling environmental pollution is to promote green innovation in relevant enterprises and achieve a healthy development of the environmental governance system. This paper constructs a tripartite evolutionary game model of environmental protection enterprises, polluting enterprises, and governments, and conducts in-depth research on the influencing factors that promote green innovation in two types of enterprises. MATLAB software is used to analyze the impact of different degrees of influencing variables on system evolution. It has found that (1) increasing the intensity of environmental governance and the level of innovation subsidies by the government can effectively promote green innovation in both types of enterprises. (2) The varying degrees of innovation compensation from polluting enterprises to environmental protection enterprises have a significant impact on system evolution. (3) The initial intention and population size of two types of enterprise entities will have a significant impact on system evolution. In the initial state, subjects with more green innovation are less willing to change their strategies during the evolution process, while the willingness of the other party to green innovation will be suppressed.", + "input": "Abstract: Previous research has highlighted that decentralization is key to understanding the marketization of the Swedish welfare state, while local political factors are important to explaining the subnational differences in actual degrees of welfare service privatization. Other research has highlighted the impact of pragmatism rather than ideology in local government's decisions to outsource welfare services, including policy diffusion through geographical proximity to highly privatized municipalities. However, little research has been done on the role or type of political representation and whether this matters to the diffusion of welfare service privatization. Thus, there is little knowledge about whether local governments are primarily responsive to public preferences, the ideological position of the local government, or influences from neighboring municipalities. Drawing on the literature on political representation and policy diffusion, I test three hypotheses: that the local governments are primarily responsive to public preferences (sanction representation), that local governments are primarily responsive to their own ideological position (gyroscopic representation), or that local governments are primarily influenced by outsourcing in neighboring municipalities (contagion). Using a time-lagged correlational design with survey data covering both local politicians and ordinary municipal residents, as well as public accounts of municipal outsourcing, I find that public preferences play a negligible role to the privatization process. A minor part of the between-municipal variation in welfare service privatization can be attributed to the preferences of local politicians (gyroscopic representation), while a more substantial part is due to pressures from outsourcing among municipal neighbors (contagion).", "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Effective skills and training for physicians are essential for communicating difficult or distressing information, also known as breaking bad news (BBN). This study aimed to assess both the capacity and the practices of clinicians in Pakistan regarding BBN.METHODS: A cross-sectional study was conducted involving 151 clinicians. Quantitative component used a structured questionnaire, while qualitative data were obtained through in-depth interviews with 13 medical educationists. The responses were analyzed using descriptive statistics and thematic analysis.RESULTS: While most clinicians acknowledged their responsibility of delivering difficult news, only a small percentage had received formal training in BBN. Areas for improvement include time and interruption management, rapport building, and understanding the patients' point of view. Prognosis and treatment options were not consistently discussed. Limited importance is given to BBN in medical education.DISCUSSION: Training in BBN will lead to improved patient and attendants' satisfaction, and empathetic support during difficult times.", - "output": "Communication", + "input": "Abstract: While some people pore over the textbook and train through the classics of the field, many scientists come to immunology when they discover it intersecting with their first love interests. Five of these accidental immunologists tell us how they found their way to a fascination with the immune system.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Emotion is a human sense that can influence an individual's life quality in both positive and negative ways. The ability to distinguish different types of emotion can lead researchers to estimate the current situation of patients or the probability of future disease. Recognizing emotions from images have problems concealing their feeling by modifying their facial expressions. This led researchers to consider Electroencephalography (EEG) signals for more accurate emotion detection. However, the complexity of EEG recordings and data analysis using conventional machine learning algorithms caused inconsistent emotion recognition. Therefore, utilizing hybrid deep learning models and other techniques has become common due to their ability to analyze complicated data and achieve higher performance by integrating diverse features of the models. However, researchers prioritize models with fewer parameters to achieve the highest average accuracy. This study improves the Convolutional Fuzzy Neural Network (CFNN) for emotion recognition using EEG signals to achieve a reliable detection system. Initially, the pre-processing and feature extraction phases are implemented to obtain noiseless and informative data. Then, the CFNN with modified architecture is trained to classify emotions. Several parametric and comparative experiments are performed. The proposed model achieved reliable performance for emotion recognition with an average accuracy of 98.21% and 98.08% for valence (pleasantness) and arousal (intensity), respectively, and outperformed state-of-the-art methods.", - "output": "Philosophy", + "input": "Abstract: The purpose of this work is to study the influence of oil and surfactant present in produced water on the membrane distillation and membrane crystallization performance. The latter is evaluated in terms of permeate flux, quality of permeate and sodium chloride crystallization kinetics. Polypropylene and Hyflon AD40H/PVDF composite membranes with 0.2 mu m \\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$\\mathrm{\\mu m}$$\\end{document} pore size were used in the investigation. The tests were carried out in direct contact configuration using two synthetic feed solutions: the first one without oil and surfactant, and the second one with oil and surfactant. The achieved results showed a permeate flux reduction of 20 and 40% for PP and AD40H, respectively, in membrane distillation and of 35% in membrane crystallization. These results may be attributed to the interaction between the salts and surfactant, which led to the deterioration of the membrane performance. Despite this, high salt rejection factors greater than 99.9% and total carbon rejections ranging between 80 and 90% indicated the good potential of membrane distillation technology for the treatment of produced water. Moreover, good quality crystals and high total water recovery factor (97%) were achieved using the membrane crystallization process. Nevertheless, the presence of oil and surfactant in the feed caused an increase in the induction time compared to the system without oil and surfactant. In addition, in the performed experiments, simple physical cleaning with distillate water was sufficient to recover the initial trans-membrane flux of the membranes.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To determine older adults' metaphorical perceptions of the concept of aging.METHOD: Participants in this qualitative study comprised 57 older adults as determined using convenience and criterion sampling methods. Data were obtained using a personal data form and the metaphor form and analyzed with descriptive and content analysis techniques.RESULTS: Fifty-seven metaphors were identified within three themes: 24 within Mental Aspect, 18 within Physical Aspect, and 15 within Psychosocial Aspect.CONCLUSION: The fact that most metaphors appeared within the Mental Aspect theme was interpreted as an indication that participants felt the effects of aging more in the mental dimension. Results of the research show that aging is perceived as experience and accumulation mentally, as inadequacy physically, and as the end or loneliness psychosocially. [Journal of Gerontological Nursing, 50(5), 27-34.].", - "output": "Philosophy", + "input": "Abstract: The cave of Saint-Marcel is known for its extensive network (64 km of galleries) and its history of human occupation (Middle Palaeolithic and Neolithic) in the entrance area. Close observation of the main network reveals areas with high concentrations of broken speleothems, which are usually attributed to the first tourist visits of the nineteenth century. However, archaeo-geomorphological mapping of the broken speleothems, many of which are lying on the floor and sealed by stalagmite regrowth or crust, indicates intentional organisation of the underground space into speleothem supply zones and zones in which the speleothems were used to build structures. Age estimates of the stalagmite seals on these human-made structures suggest that the structures were a result of human activity that occurred between the end of the Upper Palaeolithic and the European Mesolithic. These age estimates radically change the way we look at the broken speleothems in the cave of Saint-Marcel and the structures associated with them. They bring to light the engagement of past human communities with the deep underground environment, at more than 1.5 km from the cave entrance, which can only be accessed by crossing obstacles (pits) that, today, are considered as difficult to be crossed. Our findings and ongoing research stress the unequivocal archaeological significance of the cave.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: According to the German Physiotherapy Education and Qualification Regulations, teaching of anatomical structures is one of the fundamental subjects of physiotherapy education. Besides exhibits and models, anatomy atlases are usually used as teaching and learning tools. These are available in both analog form such as printed books or in digital form as a mobile application. Furthermore, the use of digital teaching and learning tools is steadily increasing within the education of health professionals.AIM: To assess the efficacy of a digital educational tool in contrast to an analog anatomical atlas in acquiring knowledge about anatomical structures.MATERIAL AND METHOD: The data collection took place in the context of an anatomy tutorial for students of the bachelor's degree program in physiotherapy. In a cross-over design, the students completed two learning assignments, each, with different learning materials provided, either with an anatomy app on a tablet or with an anatomy atlas as a book. The tests to assess the newly acquired knowledge immediately after the task, consisted of questions about the anatomical structures of the knee as well as the shoulder. In addition, the students' satisfaction with the learning materials provided was surveyed using a questionnaire. The survey assessed their satisfaction, their assessment of learning success, and their affinity to digital learning materials. This was done using a 5-point Likert scale and a free-text field. The data was analyzed descriptively, and group differences were calculated using a t-tests.RESULTS: Thirty students participated. The group comparison showed a significantly better outcome for the group that prepared with the analog anatomy atlas for the questions on the knee than the comparison group that used the anatomy app (t(28)=2.6; p=0.007). For the questions concerning the shoulder, there was no significant difference between the digital and analog groups (t(28)=1.14; p=0.26). The questionnaire revealed that satisfaction with the analog anatomy atlas was significantly higher than with the anatomy app. A total of 93.34% rated their experience with the analog learning tool at least somewhat satisfied. In contrast, 72.67% of students partially or fully agreed that they enjoyed learning with digital learning tools.DISCUSSION: Learning anatomical structures with the Human Anatomy Atlas 2023+app did not show a clear advantage when compared to an anatomy book in these two cohorts of physiotherapy students. The results of the questionnaire also showed greater satisfaction with the analog anatomy atlas than with the anatomy app, whereas most students stated that they frequently use digital learning tools, including some for anatomical structures. Satisfaction with the learning tool seems to play a central role in their effectiveness. In addition, sufficient time must be provided for users to familiarize themselves with the user interface of digital applications to use them effectively.REGISTRATION: Diese klinische Studie wurde nicht in einem Studienregister registriert.", - "output": "Communication", + "input": "Abstract: BACKGROUND: Low admission rates at Polish medical universities led many students to study abroad. Ukraine provided an appealing option for years. The purpose of the study is to investigate the most important factors that motived Polish students enrolled at I. Horbachevsky Ternopil National Medical University in Ukraine to pursue medical and dentistry studies in lower middle-income countries, just before the outbreak of the war. It has become incredibly important to determine crucial economic and non-economic factors.METHODS: The paper draws on a quantitative survey (N=94) conducted among medical and dental students from Poland who had studied at I. Horbachevsky Ternopil National Medical University in Ukraine using a semi-structured questionnaire. To test whether there was a relationship between the importance of the motives, Pearson's chi-square independence test was employed.RESULTS: The study found the key economic and non-economic factors for pursuing Ukrainian studies were rejection from Polish tuition-free programs, lower Ukrainian tuition and living costs compared to Poland and to other European Union countries. Determining reasons for choosing Ternopil University were recruiter and friend recommendations and its prestige among Ukrainian medical schools. Gender influenced the ranking of motives.CONCLUSION: The article examines the unique pre-war educational migration from Poland to Ukraine - occurring counter to typical flows from lower to higher a lower income country. The study showed that universities should strengthen recruiting efforts and highlight competitive tuition and living costs to attract international students, especially from relatively more developed nations.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", - "output": "Economics", + "input": "Abstract: The objective of this case study is to present the issues, methods and experiments underway to enable the acquisition of data and the creation of digital models of the timber structures, also known as the Forest , of Notre-Dame de Paris at different temporal states. Among the different models created, a restitution was developed from all the data collected and produced. This interpretation is the result of collecting, collating, and synthesizing heterogeneous data on pre- and post-fire structures. Indeed, the constitution of this model is also based on new data, obtained after the accident, which required the development of ad-hoc solutions to meet the various constraints of the site. These different resources have made it possible to produce the first univocal and three-dimensional restitution of the frameworks before - and after - the fire and the way to gather in particular all the partial data having been used to create it. This experimentation proposes the necessary qualities to enrich the future ecosystem of analysis and multidimensional memorization for the restoration and conservation of Notre-Dame. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: According to the interpersonal synergy model of spoken dialogue, interlocutors modify their communicative behaviors to meet the contextual demands of a given conversation. Although a growing body of research supports this postulation for linguistic behaviors (e.g., semantics, syntax), little is understood about how this model applies to speech behaviors (e.g., speech rate, pitch). The purpose of this study is to test the hypothesis that interlocutors adjust their speech behaviors across different conversational tasks with different conversational goals.METHOD: In this study, 28 participants each engaged in two different types of conversations (i.e., relational and informational) with two partners (i.e., Partner 1 and Partner 2), yielding a total of 112 conversations. We compared six acoustic measures of participant speech behavior across conversational task and partner.RESULTS: Linear mixed-effects models demonstrated significant differences between speech feature measures in informational and relational conversations. Furthermore, these findings were generally robust across conversations with different partners.CONCLUSIONS: Results suggest that contextual demands influence speech behaviors. These findings provide empirical support for the interpersonal synergy model and highlight important considerations for assessing speech behaviors in individuals with communication disorders.", - "output": "Communication", + "input": "Abstract: Catcalls have been said to insult, intimidate, and silence their targets. The harms that catcalls inflict on individuals are reason enough to condemn them. This paper argues that they also inflict a type of structural harm by subordinating their targets. Catcalling initiates an unwanted conversation where none should exist. This brings the rules and norms governing conversations to bear in such a way that the catcall assigns their target a subordinate discourse role. This not only constrains the behavior of the target here and now, but also influences the norms governing future conversations. Catcalls are then not only bad because of the effects on their target, but also because of their pernicious contribution to the wider normative landscape.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: Washington State legislators have attempted to regulate high delta-9-tetrahydrocannabinol (THC) cannabis to reduce cannabis-related harms. Historically, industry actors of other health-compromising products have influenced governments' adoption of evidence-based regulation policies. A better understanding of the industry rhetoric can be used by public health advocates to develop counterarguments and disseminate alternative narratives that protect the public's health. We analyzed the arguments used by cannabis industry actors opposing regulations to de-incentivize the availability and use of high-THC products in Washington State.METHOD: We analyzed 41 testimonies transcribed from 33 cannabis industry actors in 3 public bill hearings and one legislative work session that occurred between 2020 and 2023. Using a deductive thematic analysis, informed by industry actors' arguments opposing regulation of alcohol, tobacco, and high-sugar beverages, we developed a codebook to analyze and identify themes within cannabis industry rhetorical strategies.RESULTS: We identified three main rhetorical strategies used by cannabis industry actors to oppose THC content regulation: threaten, distract, discredit. The most frequently used rhetorical strategy was threats to economic benefits, public health, and the will of the people. The other two most apparent strategies were distracting from the bill's focus by introducing a tangential topic and discrediting the science that supported regulation of cannabis products with high THC concentration or its advocates.CONCLUSIONS: Cannabis industry actors have leveraged several arguments used by industry actors of other health-compromising products to undermine initiatives to advance public health. They have also adapted rhetoric from other industries to the unique conditions of the cannabis regulatory landscape.", - "output": "Law", + "input": "Abstract: Flight altitude is relevant to the climate effects resulting from aircraft emissions. Other research has shown that flying higher within the troposphere leads to larger warming from O-3 production. Aircraft NOx emissions are of particular interest, as they lead to warming via the short-term production of O-3, but also to reduced warming via processes like CH4 depletion. We focus on short-term O-3 production, as it constitutes one of aviation's largest warming components. Understanding how O-3 formation varies altitudinally throughout the upper troposphere/lower stratosphere is essential for designing climate-compatible aircraft and routing. We quantify this variation by performing simulations with a global atmospheric chemistry model for three representative cruise altitudes, five regions and two seasons using three methods: Eulerian tagging, perturbation and Lagrangian tagging. This multi-method, regional approach overcomes limitations of previous studies that utilize only one of these methods and apply global emission inventories biased towards present-day flight distributions, thus limiting their applicability to future aviation scenarios. Our results highlight that underrepresenting emissions in areas with growing flight activity (e.g. Asia Pacific) may lead to significant, regional underestimations of the altitudinal sensitivity of short-term NOx-related O-3 warming effects in certain cases. We find that emitting in Southern regions, like Australasia, leads to warming larger by a factor of two when compared to global averages. Our findings also suggest that flying lower translates to lower warming from short-term O-3 production and that this effect is strongest during the local summer. We estimate differences ranging from a factor of 1.2-2.6 between tagging and perturbation results that are attributable to non-linearities of NOx-O-3 chemistry, and derived regional correction factors for a widely-used sub-model. Overall, we stress that a combination of all three methods is necessary for a robust assessment of aviation climate effects as they address fundamentally different questions.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We conducted a large surveillance study among members of an integrated healthcare delivery system in Pacific Northwest of the United States to estimate medical costs attributable to medically attended acute gastroenteritis (MAAGE) on the day care was sought and during 30-day follow-up. We used multivariable regression to compare costs of MAAGE and non-MAAGE cases matched on age, gender, and index time. Differences accounted for confounders, including race, ethnicity, and history of chronic underlying conditions. Analyses included 73,140 MAAGE episodes from adults and 18,617 from children who were Kaiser Permanente Northwest members during 2014-2016. Total costs were higher for MAAGE cases relative to non-MAAGE comparators as were costs on the day care was sought and costs during follow-up. Costs of MAAGE are substantial relative to the cost of usual-care medical services, and much of the burden accrues during short-term follow-up.", - "output": "History", + "input": "Abstract: The unprecedented emotion aroused by the burning of Notre-Dame de Paris on April 15, 2019 implies an attachment to this building whose foundations anthropology attempts to uncover. Therefore, it is also a case of questioning the way in which a heritage can be as universally shared as is the Parisian cathedral. Moreover, in the present of the restoration, which holds the monument at a distance from its users in an unprecedented way, the current investigation aims to understand what happens to this link, as revealed by the catastrophe. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The aim of this paper is to contribute to the concept of design literacy by exploring what it means to learn design literacy through making. To support my argumentation, I draw on a case study where I followed two student teachers of design and craft as they learned design literacy through woodworking. Due to Covid-19, the learning environment was located at the students' homes rather than the design and craft studio at the university. Two research questions guide the case study: What stories does the student recall from learning woodworking and what do these stories provide that are relevant for learning design literacy? Three 'making' stories are presented from the case study: (1) Making with the unknown, (2) Making alone educationally, and (3) The affective and embodied making. These stories provide numerous making skills that are relevant when teaching and learning for design literacy, which is further discussed in the paper.", - "output": "Art", + "input": "Abstract: BACKGROUND: Patient education is a vital role of nurses in nurse-led clinics(NLCs). Since 2011, independent NLCs entitled health education Nurse-led clinics(HENLCs) have been established in Iran. In order for this newly developed service to be able to perform perfectly in implementation and evaluation, it should be explained based on one of the quality evaluation models. The objective of the study was to determine the dimension of service quality in HENLCs based on service providers' and service recipients' experience.METHODS: This research is a qualitative study of directed content analysis type conducted between May and November 2020. Twenty-nine participants who had rich experiences in the patient education in HENLCs were interviewed in this study. Asarroodi et al.'s (2018) qualitative content analysis method was used for data analysis, and MaxQDA software was used for data management. We used credibility, dependability, and Confirmability to confirm the trustworthiness of the study's findings.RESULTS: In this study service providers including managers, policymakers, decision-makers, nurses, physicians, and service recipients including patients and families participated. Seven generic categories, including (1) a competent and self-motivated nurse educator, (2) an easily accessible and comfortable environment, (3) informational-educational materials and health education equipment, (4) motivational facilities, (5) access to the health education support team, (6) organizational communication supporting the education process, and (7) receiving the patient education fee, constituted the main category of structure. Five generic categories, including (1) assessment and determination of the educational needs of the target group, (2) description of the nurse's duties, (3) teaching-learning methods, (4) patient referral, and (5) the process of preparing and publishing educational content, constituted the main category of process. One generic category called evaluation constituted the main category of outcome.CONCLUSION: Based on the results of this study, it is suggested to managers to pay attention to the dimensions of the quality model of Donabedian (SPO) in setting up and developing the performance of HENLCs, it is recommended that future quantitative studies based on the categories formed in this study evaluate the observance of the dimensions of structure, process and outcome.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The interaction between water and green spaces holds significant importance as an urban carbon sink, but there has been insufficient attention to how the specific morphology of waterfront landscapes affects their capacity for carbon sink. This study focuses on typical riverfront spaces in Shanghai, employing an improved Carnegie-AmesStanford-Approach (CASA) model fused with remote sensing spatiotemporal images to simulate vegetation fixed carbon within urban riverfront green spaces. Furthermore, an interpretable machine learning method was utilized to unveil the mechanism driving spatial heterogeneity in carbon sink efficiency. The results reveal the carbon sink efficiency of urban riverfront green spaces exhibits noticeable spatial heterogeneity, varying according to the location, type, scale, and river elements; The internal green component factors, including vegetation coverage and tree green ratio, along with surrounding environmental factor water surface ratio, are key factors influencing the carbon sinks efficiency; Hydrological elements within specific thresholds, namely, water surface ratio ranges between 0.245 and 0.281, can effectively enhance the carbon sink capacity of green spaces. And the maximum influencing value of distance from the water body is about 1800 m. The study contributes to developing a more scientific layout for climate-adaptive urban riverfront green spaces on the mesoscale.", - "output": "Law", + "input": "Abstract: Spotlighting a 500 -year -old detail in Michelangelo's David, this paper delves into the intricate connection between technique and art in the medical field, especially in esthetic surgery. With rapid technological advancement, medical specialties are becoming increasingly segmented, leading to potential oversights in holistic human examination. Drawing from an- cient Greek concepts, Techne, Ars, and Episteme are explored as symbolic re- presentations of the convergence of skill and knowledge. Art, defined as a reflection of human creativity and emotion, was historically intertwined with science, as symbolized by the nine Muses. The Renaissance period, exemplified by works like David, underlines the profound relationship between art and anatomy. Dr. Gelfman's observations on the David sign serve as a testament to the continuous dance between medical science and artistic representation. This paper underscores the timeless value of a comprehensive approach in medical practice, urging professionals to amalgamate technical precision with an artistic understanding of the human form. Level of evidence: Level V, opinion expert. (c) 2024 British Association of Plastic, Reconstructive and Aesthetic Surgeons. Published by Elsevier Ltd. All rights reserved.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: During the Early Holocene, northern China witnessed revolutionary changes, such as the emergence of sedentary lifestyles, the domestication of animals and plants, the spread of pottery making, and a radical restructuring of social relationships. During this period, the avifauna became an increasingly significant component of the diversified small game resources. This paper presents the results of a study of remains of pheasants, assigned to Phasianinae, recovered at the Xiaogao site in Shandong Province, northern China. The data show that the occupants of Xiaogao seasonally hunted predominantly male pheasants and systematically butchered them. They became familiar with the ecology and ethology of pheasants, and they were able to consciously and purposefully intensify the utilization of pheasants to a maximum foraging efficiency. Animal exploitation behaviors are manifestations and results of niche-construction efforts by human societies. This emphasizes humans' capacity to actively exploit wild animal and plant resources and modify the environment and ecosystem to produce stable and sustainable subsistence economies.", - "output": "Archaeology", + "input": "Abstract: Emergency medical systems in the world are mainly based on two main models: the Franco-German System (FGS) and the Anglo-American System (AAS). The characteristic feature of the FGS is the Stay and Play principle, while the AAS system is based on the Scoop and Run principle. The Polish model is a mix of those two systems mainly based on the work of paramedics. Their scope of operations and powers have changed over time. As a result of the advocacy undertaken by paramedics in Poland, legislation was drafted and became law in June 2023. The central changes include: the introduction of a paramedic register, the establishment of a professional self-government of paramedics, the expansion of professional competencies such as the ability to declare death, and new opportunities for professional development including speciality training or paid training leave. This article discusses the new law in the context of previous legislative solutions in the field of emergency medicine in Poland and in other European countries.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Implementing PBL in teaching and learning can be challenging due to a variety of complex barriers. Studies on barriers to the implementation of problem-based learning in Ethiopia are scarce. This study aimed to explore the barriers to the implementation of problem-based learning at the Debre Berhan University Medical School.METHODS: A qualitative study was conducted among faculty and medical students at the medical school. Purposive sampling was used to select participants. Semi-structured interviews were conducted with tutors and academic leaders, including the problem-based learning coordinator, the biomedical sciences coordinator, and the school dean. Data was also collected from students through focus group discussions. All interviews and discussions were recorded. The four steps of data analysis of Spradley, including domain analysis, taxonomic analysis, componential analysis, and theme analysis, were employed.RESULTS: The study identified student-related, tutor-related, case scenario-related, and assessment-related barriers as the most significant obstacles to implementing problem-based learning. These barriers included work overload for both students and tutors, lack of training and experience among tutors, student reluctance, absence of standardized case scenarios, subjectivity of assessment methods, and on-the-spot assessment of students.CONCLUSIONS AND RECOMMENDATIONS: Lack of both tutor and student commitment, lack of standardized cases, absence of a recognition of staff input, gap in communication skills, work overload, lack of continuous training, and at-spot evaluation of students were identified as the main barriers to the implementation of PBL.", + "input": "Abstract: BACKGROUND: Empathy is described as one's ability to perceive and apprehend another person's feelings, situation, emotions, and problems as their own. Empathetic behavior increases patients' satisfaction, reduces discomfort, and helps with patient's satisfaction.OBJECTIVE: To evaluate the psychometric properties of the Jefferson Empathy Scale and compare the measure of invariance within genders and amongst the public and private sector dental students.METHOD: This cross-sectional study utilized JSE-HPS version for research purpose. An exploratory factor analysis was performed to detect underlying factors. Reliability of the study tool was evaluated using Cronbach alpha test. Mann Whitney U test was used to compare the differences in scores between genders and among public and private university students while Student's t analysis compared the scores according to different domains. The level of significance was \u22640.05.RESULTS: Females demonstrated higher empathy levels (88.52\u00b114.19) along with private institute students (88.46\u00b113.98). Perspective taking and compassionate care domain was also scored highest by the females (31.73\u00b16.49 & 29.31\u00b16.22) and among second year students (33.30\u00b17.11 & 30.50\u00b17.16). PCA analysis extracted 4 factors namely (i) Health-care-provider's sense of humor contributed to improved outcome (ii) Health-care provider's understanding of patients' feelings and of their families influences treatment outcomes (iii) Understanding body language is as important as verbal communication and (iv) Patients feel better when their feelings are understood, which accounted for the 59.51% of the total variance.CONCLUSION: The findings revealed that students from private institute and females demonstrated higher empathy score. Moreover, the Jefferson Scale of Empathy (JSE) was found to be a reliable and validated tool for assessment of empathy in our sample population.", "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The premise that pathogen colonized microplastics (MPs) can promote the spread of pathogens has been widely recognized, however, their role in the colonization of pathogens in a host intestine has not been fully elucidated. Here, we investigated the effect of polystyrene MPs (PS-MPs) on the colonization levels of Aeromonas veronii, a typical aquatic pathogen, in the loach (Misgurnus anguillicaudatus) intestine. Multiple types of MPs were observed to promote the intestinal colonization of A. veronii, among which PS-MPs exhibited the most significant stimulating effect (67.18% increase in A. veronii colonization). PS-MPs inflicted serious damage to the intestinal tracts of loaches and induced intestinal microbiota dysbiosis. The abundance of certain intestinal bacteria with resistance against A. veronii colonization decreased, with Lactococcus sp. showing the strongest colonization resistance (73.64% decline in A. veronii colonization). Fecal microbiota transplantation was performed, which revealed that PS-MPs induced intestinal microbiota dysbiosis was responsible for the increased colonization of A. veronii in the intestine. It was determined that PS-MPs reshaped the intestinal microbiota community to attenuate the colonization resistance against A. veronii colonization, resulting in an elevated intestinal colonization levels of A. veronii.", + "input": "Abstract: We develop a dynamic model of investment with moral hazard and provide a micro -foundation for financing constraints. In the model, standard investmentcash -flow sensitivity regressions will find a small coefficient on Tobin's Q and a large and significant coefficient on cash flow. Our calibration replicates the empirical fact that larger and more mature firms are less financially constrained but have higher investment -cash -flow sensitivity. Our theory therefore resolves the long-standing puzzle of the existence of the investment -cash -flow sensitivity and the seemingly weak relationship between investment -cash -flow sensitivity and the severity of financing constraints documented by Kaplan and Zingales (1997) and many others.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article considers the morality of children's activism, in particular via participation in political protests. In Section 3 of the article I consider whether children can be competent to engage in activism. I argue that even if we believe children are not competent to vote it will still be true that many children are indeed competent to engage in activism. In Section 4 I consider the wellbeing effects of activism on children. I argue that political activity stands in tension with achieving the intrinsic goods of childhood, meaning there is an important sense in which activism is bad for children. However, I show that these negative outcomes flow from being made aware of the injustices in society, and that for politicised children activism is often highly beneficial.", - "output": "Philosophy", + "input": "Abstract: Birch bark tar is the most widely documented adhesive in prehistoric Europe. More recent periods attest to a diversification in terms of the materials used as adhesives and their application. Some studies have shown that conifer resins and beeswax were added to produce compound adhesives. For the Iron Age, no comparative large-scale studies have been conducted to provide a wider perspective on adhesive technologies. To address this issue, we identify adhesive substances from the Iron Age in north-eastern France. We applied organic residue analysis to 65 samples from 16 archaeological sites. This included residues adhering to ceramics, from vessel surface coatings, repaired ceramics, vessel contents, and adhesive lumps. Our findings show that, even during the Iron Age in north-eastern France, birch bark tar is one of the best-preserved adhesive substances, used for at least 400 years. To a lesser extent, Pinaceae resin and beeswax were also identified. Through statistical analyses, we show that molecular composition differs in samples, correlating with adhesive function. This has implications for our understanding of birch bark tar production, processing and mode of use during the Iron Age in France and beyond.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Interactions with the Roman Empire presumably enhanced social differentiation and caused the emergence of an elite class among Gothic communities in present-day northern Poland (Pomerania) in the first centuries AD. Arguably, the process is documented archaeologically by the presence of exceptional burials, richly furnished with imported artefacts. Such features were discovered at the Wielbark culture cemetery in Czarnowko, however, due to poor preservation neither their infills nor the interred human remains have previously been fully examined. We studied (by means of osteological, Sr isotope, anthracological and soil analyses) a newly-found, well-preserved cremation grave in order to assess (1) the biological profile, geographical origin and mobility of the buried individual, (2) details of the multi-stage funerary practice, and (3) the formation of the grave-pit infill. Most probably, the grave belonged to a senilis woman who was born and spent her final years in Pomerania, seemingly living in good health. Except for outstanding grave goods, her funeral reassembled other Wielbark culture cremation interments: the body was burned shortly after death on a birch-wood pyre, together with single artefacts, at high temperatures, with good oxygen supply, until the calcination of bones. The burned remains were separated from the pyre debris and randomly deposited in the urn. The vessel was placed at the bottom of a pit and covered with sand containing charcoals. Subsequently, the grave was re-opened and backfilled once again. This singular cremation burial reflects the idea of eliteness in the local Gothic community - Roman-influenced but rooted in Wielbark culture traditions. However, to address the issue of social stratification comprehensively, similar research focused on graves of common people is required.", - "output": "Archaeology", + "input": "Abstract: In the spirit of America's Shakespeare, August Wilson (1997), I have written this article as a testimony to the conditions under which I, and too many others, engage in scholarly discourse. I hope to make clear from the beginning that although the ideas presented here are not entirely my own-as they have been inherited from the minority of scholars who dared and managed to bring the most necessary, unpalatable, and unsettling truths about our discipline to the broader scientific community-I do not write for anyone but myself and those scholars who have felt similarly marginalized, oppressed, and silenced. And I write as a race scholar, meaning simply that I believe that race-and racism-affects the sociopolitical conditions in which humans, and scholars, develop their thoughts, feelings, and actions. I believe that it is important for all scholars to have a basic understanding of these conditions, as well as the landmines and pitfalls that define them, as they shape how research is conducted, reviewed, and disseminated. I also believe that to evolve one's discipline into one that is truly robust and objective, it must first become diverse and self-aware. Any effort to suggest otherwise, no matter how scholarly it might present itself, is intellectually unsound.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite the devastating toll of the overdose crisis in the United States, many addiction treatment programs do not offer medications for opioid use disorder (MOUD). Several states have incorporated MOUD requirements into their standards for treatment program licensure. This study examined policy officials' and treatment providers' perspectives on the implementation of these policies. During 2020-22, we conducted thirty-one semistructured interviews with forty policy officials and treatment providers in nine states identified through a legal analysis. Of these states, three states required treatment organizations to offer MOUD, and two prohibited organizations from denying admission to people receiving MOUD. Qualitative findings revealed that licensure policies were part of a broader effort to transition the specialty treatment system to a model of care more consistent with medical evidence; states perceived tension between raising quality standards and maintaining adequate treatment capacity; aligning other state policies with MOUD access goals facilitated implementation of the licensure requirement; and measuring compliance was challenging. Licensure may offer states an opportunity to take a more active role in ensuring access to effective treatment.", - "output": "Law", + "input": "Abstract: Natural disasters devastate communities by damaging built infrastructure systems that support residential habitation, forcing people to evacuate from their homes, find alternative housing, and eventually rehabitate. Disaster mitigation projects can reduce damage to built infrastructure and community recovery time. Most mitigation projects are analyzed using monetary measures, thereby not fully accounting for benefits due to other factors, such as residential habitation, which are difficult to quantify and model. A recent US Army Corps of Engineers policy requires the inclusion of nonmonetary impacts in mitigation project analyses. However, rigorous modeling and quantification methods of nonmonetary impacts are needed. This paper describes such a modeling approach and the Disaster Habitation Model (DHM) for rigorously modeling and quantifying the habitation impacts of disaster mitigation projects for project analysis and selection. The DHM combines the impacts of critical internal infrastructure systems in a community to simulate habitation over a community's disaster experience. The approach and model are illustrated using the Halls Bayou watershed in Houston, Texas. Results estimate the habitation benefits of a proposed mitigation program and thereby provide a basis for including other social effects of projects in mitigation project analyses. The approach and method are found to be capable of realistically portraying disaster habitation behavior and are useful in quantifying improvements due to mitigation efforts. Application across different disaster types, mitigation efforts, limitations, and future development opportunities are discussed.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Hypertension is a stroke risk factor with known disparities in prevalence and management between Black and White patients. We sought to identify if racial differences in presenting blood pressure (BP) during acute ischemic stroke exist.METHODS AND RESULTS: Adults with acute ischemic stroke presenting to an emergency department within 24hours of last known normal during study epochs 2005, 2010, and 2015 within the Greater Cincinnati/Northern Kentucky Stroke Study were included. Demographics, histories, arrival BP, National Institutes of Health Stroke Scale score, and time from last known normal were collected. Multivariable linear regression was used to determine differences in mean BP between Black and White patients, adjusting for age, sex, National Institutes of Health Stroke Scale score, history of hypertension, hyperlipidemia, smoking, stroke, body mass index, and study epoch. Of 4048 patients, 853 Black and 3195 White patients were included. In adjusted analysis, Black patients had higher presenting systolic BP (161mmHg [95% CI, 159-164] versus 158mmHg [95% CI, 157-159], P<0.01), diastolic BP (86mmHg [95% CI, 85-88] versus 83mmHg [95% CI, 82-84], P<0.01), and mean arterial pressure (111mmHg [95% CI, 110-113] versus 108mmHg [95% CI, 107-109], P<0.01) compared with White patients. In adjusted subanalysis of patients <4.5hours from last known normal, diastolic BP (88mmHg [95% CI, 86-90] versus 83mmHg [95% CI, 82-84], P<0.01) and mean arterial pressure (112mmHg [95% CI, 110-114] versus 108mmHg [95% CI, 107-109], P<0.01) were also higher in Black patients.CONCLUSIONS: This population-based study suggests differences in presenting BP between Black and White patients during acute ischemic stroke. Further study is needed to determine whether these differences influence clinical decision-making, outcome, or clinical trial eligibility.", - "output": "Demography", + "input": "Abstract: Healthcare professionals often face ethical conflicts and challenges related to decision-making that have necessitated consideration of the use of conscientious objection (CO). No current guidelines exist within Spain's healthcare system regarding acceptable rationales for CO, the appropriate application of CO, or practical means to support healthcare professionals who wish to become conscientious objectors. As such, a procedural framework is needed that not only assures the appropriate use of CO by healthcare professionals but also demonstrates its ethical validity, legislative compliance through protection of moral freedoms and patients' rights to receive health care. Our proposal consists of prerequisites of eligibility for CO (individual reference, specific clinical context, ethical justification, assurance of non-discrimination, professional consistency, attitude of mutual respect, assurance of patient rights and safety) and a procedural process (notification and preparation, documentation and confidentiality, evaluation of prerequisites, non-abandonment, transparency, allowance for unforeseen objection, compensatory responsibilities, access to guidance and/or consultative advice, and organizational guarantee of professional substitution). We illustrate the real-world utility of the proposed framework through a case discussion in which our guidelines are applied.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article proposes an adaptive nonlinear control strategy to eliminate the instability problem of buck converters in dc microgrids (DCMG) considering constant power load (CPL). The strategy includes an Adaptive Passivity-Based Controller (PBC) and an Adaptive Extended Kalman Filter (AEKF). The proposed AEKF performs faster and more accurately than the conventional EKF and adjusts the covariance matrices adaptively. Furthermore, this AEKF directly estimates the unknown CPL power supplied by the converter and prevents the number of measurement sensors from increasing. Hence, PBC ensures system stability alongside AEKF. The controller guarantees Lyapunov stability and fast dynamic response in the presence of uncertainties and perturbations compared to other nonlinear methods. MATLAB simulations and laboratory implementation are provided to confirm the performance and robustness of the proposed control strategy and validate the analysis.", - "output": "Communication", + "input": "Abstract: Analytical studies of ancient Chinese handmade papers and paper-based materials have long faced challenges, due to the need for high-quality, scientifically sound data that can lead to suitable diagnostic criteria. This study applies Herzberg staining, micro-computed tomography (micro-CT), Raman spectroscopy, pyrolysis-gas chromatography-mass spectrometry (Py-GC-MS), and high-resolution mass spectrometry (HRMS) to five Hetian Administration Banknotes (HABs), a particular type of regional banknotes issued by Ma Hu-shan (1910-1954), a Hui warlord, in southern Xinjiang between 1933 and 1937. The results shed important insights into the use of fiber and dyes on HABs, revealing how locally handmade Sangpi (bark of the mulberry tree, Morus alba L.) papers and imported synthetic dyes (Rhodamine B, Methyl Violet 2B, Direct Black 38, and presumably Sudan II) were combined to serve the needs of the regional economy in southern Xinjiang during the 1930s. We conclude the paper by tentatively proposing guidelines for applying low- and high-resolution analytical methods to understand the manufacture and use of ancient Chinese handmade papers and paper-based materials.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Recent research on human exploitation of molluscs, echinoderms and crustaceans during the Mesolithic in the Cantabrian region (northern Iberia) has shown significant variability in the intensity of the use of coastal resources by the last hunter-fisher-gatherers throughout the similar to 4000-year expanse of the Mesolithic (10,700 - 6,700 cal BP). Previous studies have proposed hypotheses related to demographic changes to explain intensification events. In this paper we aim to unravel whether climatic and environmental changes, or other social factors, such as demography, were involved in the increase in the use of marine resources at certain times. We employed species representation, quantification and biometric analysis of the shell assemblages from the El Toral III archaeological site (Asturias, northern Iberia) to identify patterns in shell exploitation throughout the stratigraphic sequence. To establish the chronology and distinguish occupation phases of the site, we employed Bayesian modelling of radiocarbon measurements. Faunal results show that marine gastropods such as limpets of the Patella genus and topshells Phorcus lineatus (da Costa, 1778) were the most exploited species, while bivalves, echinoids and crustaceans were present in smaller quantities. The comparison of the results for El Toral III with other Mesolithic sites in the region reveals significant temporal differences in the intensity of collection of marine shell species. Results showed that intensification processes are not clearly related to climate change but to other social factors, such as demography, suggesting that intensification and relaxation in shell collection events were strategies adopted depending on the needs of the human groups at different times.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: This article describes an investment case methodology for tobacco control that was applied in 36 countries between 2017 and 2022.METHODS: The WHO Framework Convention on Tobacco Control (FCTC) investment cases compared two scenarios: a base case that calculated the tobacco-attributable mortality, morbidity and economic costs with status quo tobacco control, and an intervention scenario that described changes in those same outcomes from fully implementing and enforcing a variety of proven, evidence-based tobacco control policies and interventions. Health consequences included the tobacco-attributable share of mortality and morbidity from 38 diseases. The healthcare expenditures and the socioeconomic costs from the prevalence of those conditions were combined to calculate the total losses due to tobacco. The monetised benefits of improvements in health resulting from tobacco control implementation were compared with costs of expanding tobacco control to assess returns on investment in each country. An institutional and context analysis assessed the political and economic dimensions of tobacco control in each context.RESULTS: We applied a rigorous yet flexible methodology in 36 countries over 5 years. The replicable model and framework may be used to inform development of tobacco control cases in countries worldwide.CONCLUSION: Investment cases constitute a tool that development partners and advocates have demanded in even greater numbers. The economic argument for tobacco control provided by this set of country-contextualised analyses can be a strong tool for policy change.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Devolution and decentralisation policies involving health and other government sectors have been promoted with a view to improve efficiency and equity in local service provision. Evaluations of these reforms have focused on specific health or care measures, but little is known about their full impact on local health systems. We evaluated the impact of devolution in Greater Manchester (England) on multiple outcomes using a whole system approach. We estimated the impact of devolution until February 2020 on 98 measures of health system performance, using the generalised synthetic control method and adjusting for multiple hypothesis testing. We selected measures from existing monitoring frameworks to populate the WHO Health System Performance Assessment framework. The included measures captured information on health system functions, intermediatory objectives, final goals, and social determinants of health. We identified which indicators were targeted in response to devolution from an analysis of 170 health policy intervention documents. Life expectancy (0.233 years, S.E. 0.012) and healthy life expectancy (0.603 years, S.E. 0.391) increased more in GM than in the estimated synthetic control group following devolution. These increases were driven by improvements in public health, primary care, hospital, and adult social care services as well as factors associated with social determinants of health, including a reduction in alcohol-related admissions (-110.1 admission per 100,000, S.E. 9.07). In contrast, the impact on outpatient, mental health, maternity, and dental services was mixed. Devolution was associated with improved population health, driven by improvements in health services and wider social determinants of health. These changes occurred despite limited devolved powers over health service resources suggesting that other mechanisms played an important role, including the allocation of sustainability and transformation funding and the alignment of decision-making across health, social care, and wider public services in the region.", - "output": "Law", + "input": "Abstract: BACKGROUND: More than 767 million coronavirus 2019 (COVID-19) cases and 6.9 million deaths with COVID-19 have been recorded as of August 2023. Several public health and social measures were implemented in schools to contain the spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and prevent onward transmission. We built upon methods from a previous Cochrane review to capture current empirical evidence relating to the effectiveness of school measures to limit SARS-CoV-2 transmission.OBJECTIVES: To provide an updated assessment of the evidence on the effectiveness of measures implemented in the school setting to keep schools open safely during the COVID-19 pandemic.SEARCH METHODS: We searched the Cochrane COVID-19 Study Register, Educational Resources Information Center, World Health Organization (WHO) COVID-19 Global literature on coronavirus disease database, and the US Department of Veterans Affairs Evidence Synthesis Program COVID-19 Evidence Reviews on 18 February 2022.SELECTION CRITERIA: Eligible studies focused on measures implemented in the school setting to contain the COVID-19 pandemic, among students (aged 4 to 18 years) or individuals relating to the school, or both. We categorized studies that reported quantitative measures of intervention effectiveness, and studies that assessed the performance of surveillance measures as either 'main' or 'supporting' studies based on design and approach to handling key confounders. We were interested in transmission-related outcomes and intended or unintended consequences.DATA COLLECTION AND ANALYSIS: Two review authors screened titles, abstracts and full texts. We extracted minimal data for supporting studies. For main studies, one review author extracted comprehensive data and assessed risk of bias, which a second author checked. We narratively synthesized findings for each intervention-comparator-outcome category (body of evidence). Two review authors assessed certainty of evidence.MAIN RESULTS: The 15 main studies consisted of measures to reduce contacts (4 studies), make contacts safer (7 studies), surveillance and response measures (6 studies; 1 assessed transmission outcomes, 5 assessed performance of surveillance measures), and multicomponent measures (1 study). These main studies assessed outcomes in the school population (12), general population (2), and adults living with a school-attending child (1). Settings included K-12 (kindergarten to grade 12; 9 studies), secondary (3 studies), and K-8 (kindergarten to grade 8; 1 study) schools. Two studies did not clearly report settings. Studies measured transmission-related outcomes (10), performance of surveillance measures (5), and intended and unintended consequences (4). The 15 main studies were based in the WHO regions of the Americas (12), Europe (2), and Eastern Mediterranean (1). Comparators were more versus less intense measures, single versus multicomponent measures, and measures versus no measures. We organized results into relevant bodies of evidence, or groups of studies relating to the same 'intervention-comparator-outcome' categories. Across all bodies of evidence, certainty of evidence ratings limit our confidence in findings. Where we describe an effect as 'beneficial', the direction of the point estimate of the e\ufb00ect favours the intervention; a 'harmful' e\ufb00ect does not favour the intervention and 'null' shows no effect either way. Measures to reduce contact (4 studies) We grouped studies into 21 bodies of evidence: moderate- (10 bodies), low- (3 bodies), or very low-certainty evidence (8 bodies). The evidence was very low to moderate certainty for beneficial effects of remote versus in-person or hybrid teaching on transmission in the general population. For students and staff, mostly harmful effects were observed when more students participated in remote teaching. Moderate-certainty evidence showed that in the general population there was probably no effect on deaths and a beneficial effect on hospitalizations for remote versus in-person teaching, but no effect for remote versus hybrid teaching. The effects of hybrid teaching, a combination of in-person and remote teaching, were mixed. Very low-certainty evidence showed that there may have been a harmful e\ufb00ect on risk of infection among adults living with a school student for closing playgrounds and cafeterias, a null e\ufb00ect for keeping the same teacher, and a beneficial e\ufb00ect for cancelling extracurricular activities, keeping the same students together and restricting entry for parents and caregivers. Measures to make contact safer (7 studies) We grouped studies into eight bodies of evidence: moderate- (5 bodies), and low-certainty evidence (3 bodies). Low-certainty evidence showed that there may have been a beneficial effect of mask mandates on transmission-related outcomes. Moderate-certainty evidence showed full mandates were probably more beneficial than partial or no mandates. Evidence of a beneficial effect of physical distancing on risk of infection among staff and students was mixed. Moderate-certainty evidence showed that ventilation measures probably reduce cases among sta\ufb00 and students. One study (very low-certainty evidence) found that there may be a beneficial e\ufb00ect of not sharing supplies and increasing desk space on risk of infection for adults living with a school student, but showed there may be a harmful e\ufb00ect of desk shields. Surveillance and response measures (6 studies) We grouped studies into seven bodies of evidence: moderate- (3 bodies), low- (1 body), and very low-certainty evidence (3 bodies). Daily testing strategies to replace or reduce quarantine probably helped to reduce missed school days and decrease the proportion of asymptomatic school contacts testing positive (moderate-certainty evidence). For studies that assessed the performance of surveillance measures, the proportion of cases detected by rapid antigen detection testing ranged from 28.6% to 95.8%, positive predictive value ranged from 24.0% to 100.0% (very low-certainty evidence). There was probably no onward transmission from contacts of a positive case (moderate-certainty evidence) and replacing or shortening quarantine with testing may have reduced missed school days (low-certainty evidence). Multicomponent measures (1 study) Combining multiple measures may have led to a reduction in risk of infection among adults living with a student (very low-certainty evidence).AUTHORS' CONCLUSIONS: A range of measures can have a beneficial effect on transmission-related outcomes, healthcare utilization and school attendance. We rated the current findings at a higher level of certainty than the original review. Further high-quality research into school measures to control SARS-CoV-2 in a wider variety of contexts is needed to develop a more evidence-based understanding of how to keep schools open safely during COVID-19 or a similar public health emergency.", + "output": "Education", "system": "", "history": [] }