diff --git "a/test.json" "b/test.json" --- "a/test.json" +++ "b/test.json" @@ -1,701 +1,701 @@ [ { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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", - "system": "", - "history": [] - }, - { - "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Archaeobotanical investigations at the site of Ona Adi in Tigrai were conducted during the 2013-2015 field seasons within the framework of the Eastern Tigrai Archaeological Project (ETAP). The site occupation spanned the Middle/Late Pre-Aksumite period (ca. 750/600 BCE) to the fall of the Aksumite Kingdom (ca. 700 CE), including the Pre-Aksumite to Aksumite transition (ca. 400 BCE-CE 1). The main objective of the study was to examine the agricultural economy in Eastern Tigrai during these periods and to evaluate the impact of social and cultural developments on the agricultural practices at Ona Adi. Recovered macrobotanical remains included wheat, barley, linseed, noog, lentil, and wild/weedy plants. In addition, evidence of finger millet was recovered along with tentative identifications of t'ef. The phytolith record shows evidence of grass processing, including morphotypes associated with Chloridoideae, Panicoideae, and Pooideae grasses. Results indicate that plants of both African and Southwest Asian origins were present in the region from the mid-eighth century BCE to the eighth century CE, but their relative importance varied throughout time in relation to socio-political changes at the regional level. Our data demonstrate a significant degree of continuity in the local agricultural economy, which remained largely unchanged even after the decline of Aksumite state.Les investigations archeobotaniques menees sur le site d'Ona Adi en Tigrai ont ete realisees au cours des 2013-15 dans le cadre du projet Eastern Tigrai Archaeological Project (ETAP). L'occupation du site s'etend de la periode pre-axoumite moyenne/tardive (env. 750/600 av. J.-C.) a la chute du royaume axoumite (env. 700 ap. J.-C.), incluant la transition de la periode pre-axoumite a axoumite (env. 400 av. J.-C.-1 ap. J.-C.). L'objectif principal de l'etude etait d'examiner l'economie agricole dans l'Est de Tigrai pendant ces periodes et d'evaluer l'impact des developpements sociaux et culturels sur les pratiques agricoles a Ona Adi. Les restes macrobotaniques recuperes comprenaient du ble, de l'orge, du lin, du noog, de la lentille et des plantes sauvages/indesirables. De plus, des preuves de millet a doigt ont ete retrouvees, ainsi que des identifications provisoires de t'ef. L'enregistrement des phytolithes montre des preuves de traitement des herbes, y compris des morphotypes associes aux herbes des sous-familles Chloridoideae, Panicoideae et Pooideae. Les resultats indiquent que des plantes d'origine africaine et d'Asie du Sud-Ouest etaient presentes dans la region du milieu du VIIIe siecle av. J.-C. au VIIIe siecle ap. J.-C., mais leur importance relative variait en fonction des changements socio-politiques au niveau regional. Nos donnees demontrent un degre significatif de continuite dans l'economie agricole locale, qui est restee largement inchangee meme apres le declin de l'etat axoumite.", + "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: 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: In this article, a cone-shaped structured light measurement method based on the principle of laser triangulation is proposed for the 3-D measurement of inner walls. Compared with existing measurement methods, this method avoids the risk of collision during conventional penetration measurement and has the advantages of high-efficiency and high-precision measurement. The laser is installed on the same side of the camera, which is easier to integrate into the probe and easy to install with the displacement table or mechanical arm. However, the method of installation will also reduce the overall measurement accuracy of the system because the local effective baseline distance in the conical structured light system is too short. For this reason, this article is aimed at improving the accuracy of the denoising algorithm, structure optimization, and calibration. To address the problem of the poor signal-to-noise ratio caused by the method of installation, the optical path design and image processing are processed accordingly. The test results of different caliber ring gauges indicate that our method achieves better stability and accuracy than existing measurement 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: 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: 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": "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 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", + "input": "Abstract: Nonlinear space learning of fault samples is a category of common fault diagnosis methods, which usually use Euclidean distances to describe manifold structures among fault samples. However, in nonlinear space, Euclidean distances lead to a potential manifold loss problem. Aiming these issues, we propose a novel fault diagnosis method based on label-wise density-domain space learning. The label-wise density-domain space learns more intrinsic manifold structures from four density-constrained order graphs. Density-constrained order graphs constructed by our method integrate different discriminative relationships from original fault samples with the help of density-domain information, and the density-domain information can effectively capture potential density information and global structure between fault samples. By density Laplacian of the graphs, we further construct a label-wise density-domain manifold space learning model, and the analytical solutions of space projections can be obtained by solving the model. Fault features directly obtained by the space projections possess good class separability. Extensive experiments on the Case Western Reserve University fault dataset and a roll-bearing fault dataset from our roll-bearing test platform show the effectiveness and robustness of our method.", + "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: An affordable optical project for students is explained in this work. The experiment only requires a handheld laser illuminating a structure with stationary vibrations induced, but the interpretation of this phenomenon demands a strong understanding of optical interference and modal behavior of a bar. The operating principle employs the speckle phenomenon, which is a type of interference between coherent light incident on a rough surface and its reflection. This interference occurs in a luminous plane outside of the vibrating object and shows a granular structure due to the brightness fluctuations. Speckle is static but if the surface illuminated oscillates, the plane of interference moves from one side to the other, causing a streak pattern. Mode shapes of the object under examination can be naked eye detected from streak patterns. What is more, this phenomenon can be photographed using a manual focus digital camera. Therefore all the components of the procedure can be available (or acquired) by almost any physics laboratory, at any level, which would be unthinkable for optical experiments just a few years ago.", + "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: 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", + "input": "Abstract: While cross-sectional research has consistently shown graduates are less Eurosceptic than non-graduates, little is known about the causal role of university study in determining these attitudes, as few longitudinal studies have explored this. This study does so, providing robust causal estimates of higher education's effect on Euroscepticism through applying individual- and sibling fixed-effect modelling techniques to British Household Panel and Understanding Society data from 1999-2022. Both specifications provide consistent results; suggesting university study does little to decrease Euroscepticism in the short-run but has substantial long-run effects. This alludes to an 'allocation' effect, whereby it is largely not the experience of obtaining a degree itself, but the opportunities afforded by virtue of doing so that shape attitudes towards Europe. Our novel findings not only demonstrate that within-sibling estimates of higher education's effect can be generalised to the wider British population but also advance our understanding of the mechanisms linking education with Euroscepticism.", + "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.", + "input": "Abstract: With its firm establishment as a neuropsychology subspecialty, forensic neuropsychological assessment is integral to many criminal and civil forensic evaluations. In addition to evaluating cognitive deficits, forensic neuropsychologists can provide reliable information regarding symptom magnification, malingering, and other neurocognitive and psychological issues that may impact the outcome of a particular legal case. This article is an overview and introduction to neuropsychological assessment in the forensic mental health context. Major issues impacting the current practice of forensic neuropsychology are summarized, and several examples from case law are highlighted.", "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: 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", + "input": "Abstract: Super-bit-resolution implies the survival of data that could have been lost beyond the digitizing bit resolution. This yet unexplored ability to beat the bit threshold of output readings has been achieved by making temporal ghost imaging (TGI) virtually noiseless. To this end, acquired immunity against self-inflicting noise was granted by implementing orthogonalized illumination in one-time readout TGI as a temporal analog of single pixel imaging. The results have greater impacts on metrology and signal processing, not limited to (T)GI.", + "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 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.", - "output": "Demography", + "input": "Abstract: Bones and teeth from archaeological records are direct evidence of past individuals and they represent valuable archives for palaeo-anthropological and palaeoenvironmental studies. However, pristine information may be obliterated by the diagenetic alteration of bone specimens. Thus, defining in detail their preservation state is fundamental to assess the potential of extracting information about the past life of the individual, as well as to investigate the palaeo-environment at the burial site. For this reason, we have selected a set of archaeological samples (petrous bones and tooth roots) of different origin and chronology that have experienced diverse environmental and burial conditions, from arid and semi-arid to temperate regions in a time span from prehistoric to fresh bones. Thus, the selected samples underwent a variety of diagenetic processes, resulting in different types and extent of alteration patterns. Here we have applied a minimally-invasive sampling strategy and an analytical protocol based on Fourier transform infrared spectroscopy (FTIR) in order to ensure the investigation of a statistically significant set of samples. We provide a method to describe and quantify the changes in the physico-chemical properties of both the organic and inorganic constituents of bones, by establishing a set of parameters calculated from the FTIR spectra and evaluating their sensitivity in describing the alteration types and extent in bone specimens. Through FTIR spectral analysis, we have defined the most suitable parameters to effectively describe the alteration degree of bone specimens. Notably, the results have shown that, despite the complexity of multifactorial diagenetic processes, their measurable effects on differently altered bones can be described by a common mechanism. This indicates a progressive loss of collagen which is paralleled to the recrystallization of bioapatite and the loss of structural carbonate, regardless of the origin and chronology of the specimens. Thus, here we propose an FTIR-based model for bone diagenesis of general validity, highlighting that distinct diagenetic processes affecting the archaeological bones have acted according to common alteration mechanisms.", + "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: 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", + "input": "Abstract: This article investigated the multifaceted role of artists in educational programmes, focusing on the challenges they face while balancing their identity as artist-teacher, artist teacher, artist-educator, and artist educator. This research was conducted in two phases. Phase one interrogated the effectiveness of artists taking on dual roles as both artists and educators/teachers within international and New Zealand's educational programmes. This phase advocated for artists to embrace their original role as artists without the additional burdens of other roles. Moving to phase two, this research employed the method of document analysis to investigate the historical and current engagement of artists in students' museum education within the context of New Zealand. Historically, artists were considered as art technicians with no direct involvement in art teaching or creation. Although the current LEOTC and ELC programmes in New Zealand value artists' contributions to art education, they do not indicate artists' involvement in these two programmes. Drawing from the findings of phase one and two, the study proposed a novel model that emphasises the integration of three elements: learning environment (art museum), people (artists), and objects (artworks). This model suggested that the combined action of these three elements could lead to a transformation from teacher-led teaching to student-centred learning in art education. Such a transition held the potential to enrich students' educational experience through collaborative efforts between artists, museum educators, and schoolteachers, and also enhance students' interdisciplinary learning experiences.", "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: 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: Ninety-four percent of global maternal deaths occur in low- and middle-income countries (LMICs). The UN has a goal of reducing maternal deaths to <70 per 100,000 live births by 2030, but progress is minimal. Maternal deaths in LMICs are associated with 3 delays in the care of women with obstetrical emergencies: 1) in the family of the woman realizing that her life is at risk, 2) in the transport of the woman to a hospital, and 3) in providing care after arrival at the hospital. These 3 delays function like links in a chain, and failure of any link leads to maternal death. LMICs have characteristics that make it likely that the chain will break. Women in LMICs frequently have low standing, and cultural beliefs often lead to delay in the recognition of obstetrical emergencies. LMICs are characterized by poor roads and long distances to hospitals leading to transport delays. Cultural and other factors also lead to treatment delays when a woman reaches a suitably-equipped and staffed hospital. Nepal has addressed these delays and reduced maternal mortality. Firstly, we have reported in the Journal the use of culturally acceptable approaches to improving the knowledge about antenatal care in remote villages. In the case of Nepal, singing songs related to maternal care proved to be a highly effective strategy. We now report that the government of Nepal has repurposed military helicopters to overcome the tyranny of poor roads to allow rapid transport of women with obstetrical emergencies to a small number of fully-equipped and staffed hospitals. As of June 2023, this service has successfully retrieved 625 women in four and half years. The Nepalese government has included questions on maternal mortality in the 2021 national census, followed by a verbal autopsy. These data indicate a fall in the maternal mortality ratio from 239 in 2016 to 151 in 2021. The efficiency of the triage service continues to improve, suggesting that maternal mortality will continue to fall. This may provide a model that can be implemented in other LMICs and highlights factors that may be responsible for recent increases in the US maternal mortality ratio.", + "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: In 2023, a major earthquake struck Turkey, leaving thousands dead and exposing the country's corruption problems. The current Turkish president Erdogan was sworn into power in 2003. Erdogan's government has completely transformed the country with construction projects that have provided a huge economic boost. However, successive amnesties and non-compliance with building regulations have uncovered cases of corruption. This paper analyses the evolution of corruption in Turkey during Erdogan's rule. Several indicators are considered, such as the Corruption Perception Index, the Index on Impartial Administration or the V-Dem Indicator on Political Corruption. The results indicate that two distinct stages can be distinguished during Erdogan's term in office. The first stage was marked by a reduction in the perception of corruption, and the second stage was marked by an increase in the number of tenders for public works and corruption. Finally, several policy recommendations are proposed to reduce corruption in Turkey.", + "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: 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", + "input": "Abstract: In May 2020, the new 'opt-out' organ donation law was passed in England. This law is a crucial step to help battle the long waiting lists of patients awaiting a transplant. This article aims to explore some of the challenges that the transplant teams may face with the new law, as well as raising awareness among the junior doctors, especially with the new COVID-19 transplant guidelines. Successful transplantations require immense training of healthcare professionals, fast retrieval services, pre- and postoperative care of patients, intensive care management, life-long follow-up and management of patients. Organ transplant surgery is a life-changing moment for a patient. Ultimately, commissioning groups, clinicians and managers need to work together, evaluate the changes required and enact thorough business plans to ensure the NHS is not overwhelmed. Together with increasing the awareness of organ donation within the public, the government needs to support the NHS to fund, train and manage transplant centres to welcome this much-awaited 'opt-out' organ donation law in England successfully.", + "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: 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", + "input": "Abstract: Research into war rape has shown that rape is not incidental to the general violence of war but is instead an integral part of war strategies. Such research makes it clear that in the context of war, rape serves to injure women on an individual level, but has the more strategic effect of fracturing communal bonds. Similarly, the growing body of research investigating the reasons for, and consequences of, the rape of lesbian women, indicates that these rapes have far-reaching consequences for lesbian communities and serves to reinforce patriarchal heteronormativity. While there is much research around both war and lesbo-phobic rape, the aim of this paper is to bring this research together in order examine lesbo-phobic rape through the lens of war rape theory. This paper aims to show how both forms of rape appear to hinge on the meanings assigned to women during peacetime and how both lead to the destruction of individual victims and their communities, while bolstering the subjectivities of the perpetrators and increasing the bonds of those complicit in such violence. The use of the theoretical understandings of war rape thus enriches the understandings of lesbo-phobic rape and shows that there are many continuities between the two.", + "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: 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: This article explores Indigenous perspectives on archaeology in Canada and the United States and the role of archaeologists in engaging with Indigenous communities. As part of our study, we interviewed Indigenous community members about their experiences in archaeology and their thoughts on the discipline. We analyzed each interview thematically to identify patterns of meaning across the dataset and to develop common themes in the interview transcripts. Based on the results of our analysis, we identified six themes in the data: (1) Euro-colonialism damaged and interrupted Indigenous history, and archaeology offers Indigenous community members an opportunity to reconnect with their past; (2) archaeological practices restrict access of Indigenous community members to archaeological information and archaeological materials; (3) cultural resource management (CRM) is outpacing the capacity of Indigenous communities to engage meaningfully with archaeologists; (4) the codification of archaeology through standards, guidelines, and technical report writing limits the goals of the discipline; (5) archaeological methods are inconsistent and based on individual, or company-wide, funding and decision-making; and (6) archaeological software offers a new opportunity for Indigenous communities and archaeologists to collaborate on projects.Este articulo explora las perspectivas indigenas sobre la arqueologia en Canada y Estados Unidos, asi como el papel de los arqueologos en la interaccion con las comunidades indigenas. Como parte de nuestro estudio, realizamos entrevistas con miembros de comunidades indigenas acerca de sus experiencias y percepciones en relacion con la arqueologia. Mediante un analisis tematico, cada entrevista fue examinada para identificar patrones de significado en el conjunto de datos y desarrollar temas comunes en las transcripciones de las entrevistas. A partir de los resultados de nuestro analisis, identificamos seis temas principales en los datos: (1) El eurocolonialismo causo dano e interrupciones en la historia indigena, siendo la arqueologia una via para que los miembros de la comunidad indigena se reconecten con su pasado; (2) Las practicas arqueologicas limitan el acceso de los miembros de la comunidad indigena a informacion y materiales arqueologicos; (3) La Gestion de Recursos Culturales (CRM por sus siglas en ingles) supera la capacidad de las comunidades indigenas para interactuar significativamente con los arqueologos; (4) La codificacion de la arqueologia a traves de estandares, pautas y redaccion tecnica de informes impone limitaciones en los objetivos de la disciplina; (5) Los metodos arqueologicos son inconsistentes y a menudo influenciados por la financiacion y toma de decisiones a nivel individual o empresarial; y (6) los softwares arqueologicos presentan una oportunidad novedosa para la colaboracion entre comunidades indigenas y arqueologos en iniciativas de proyectos.", + "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 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: The U.S. Census Bureau faces a difficult trade-off between the accuracy of Census statistics and the protection of individual information. We conduct an independent evaluation of bias and noise induced by the Bureau's two main disclosure avoidance systems: the TopDown algorithm used for the 2020 Census and the swapping algorithm implemented for the three previous Censuses. Our evaluation leverages the Noisy Measurement File (NMF) as well as two independent runs of the TopDown algorithm applied to the 2010 decennial Census. We find that the NMF contains too much noise to be directly useful without measurement error modeling, especially for Hispanic and multiracial populations. TopDown's postprocessing reduces the NMF noise and produces data whose accuracy is similar to that of swapping. While the estimated errors for both TopDown and swapping algorithms are generally no greater than other sources of Census error, they can be relatively substantial for geographies with small total populations.", + "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.", + "input": "Abstract: Biography is one of the most potent arts of democracy because it links the individual to the body politic and to history. It stands in parallel with independent long-form journalism. Whereas independent journalism is under threat, biography is currently one of the most popular and productive genres of publishing, breaking down the stratification of readership associated with almost every other category of writing. In the academy, the status of biography has transformed over the last few decades, with historians embracing the genre, literary studies scholars experimenting with form, and a wealth of new infrastructure embedding biographical inquiry in Australia. The biographical turn in Australia has brought the two disciplines of history and literary studies closer together and enriched their scholarship. David Marr's Patrick White, Fiona Capp's My Blood's Country, Mark McKenna's Return to Uluru and Alexis Wright's Tracker are just some examples of the field over the last 30 years. This article considers the principles underpinning contemporary biography and its practice. It reflects on the particular challenges of writing about living subjects, negotiating intimacy and privacy, and the uses of empathic listening in biographical interviews. It also explores the value of collective biography as a genre of current significance.", "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 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", + "input": "Abstract: Traditional norms of human societies in rural China may have changed owing to population expansion, rapid development of the tourism economy and globalization since the 1990s; people from different ethnic groups might adopt cultural traits from outside their group or lose their own culture at different rates. Human behavioural ecology can help to explain adoption of outgroup cultural values. We compared the adoption of four cultural values, specifically speaking outgroup languages/mother tongue and wearing jeans, in two co-residing ethnic groups, the Mosuo and Han. Both groups are learning outgroup traits, including each other's languages through contact in economic activities, education and kin networks, but only the Mosuo are starting to lose their own language. Males are more likely to adopt outgroup values than females in both groups. Females of the two groups are no different in speaking Mandarin and wearing jeans, whereas males do differ, with Mosuo males being keener to adopt them than Han males. The reason might be that Mosuo men experience more reproductive competition over mates, as Mosuo men have larger reproductive skew than others. Moreover, Mosuo men but not others gain fitness benefits from the adoption of Mandarin (they start reproducing earlier than non-speakers).This article is part of the theme issue 'Social norm change: drivers and consequences'.", + "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 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: This special issue examines empirical and computational approaches to collective choice, the aggregation of individual preferences to form a public or social choice via some aggregation rule. Some of the aggregation rules considered herein include Borda rule, rank sum aggregation, and majority rule. Arrow (1951) demonstrated that axiomatic rationality at the individual level cannot assure freedom from aggregation paradoxes in collective choice, and this special issue considers several novel data sets and computational and experimental methods to assess the robustness of contemporary aggregation rules and settings. The collected papers provide much-needed evidence in a field that has traditionally presented empirical challenges.", + "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 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: This paper presents the results of the first large-scale study of children from early modern northern Estonia. A total of 191 non-adults (<17 years) from the 16th-18th century Tonismagi cemetery in the suburbs of Tallinn were analyzed to gain a better understanding of the health and living environment of these low-status children. This was achieved through growth analysis and palaeopathological investigation of metabolic and respiratory diseases such as scurvy, vitamin D deficiency, and tuberculosis. Growth disruption was shown to be the most severe among non-adults aged between 4 and 9 years and comparable to children living in post-medieval London. It is unlikely that the children from Tallinn would have experienced the same level of industrial hazards as those in London, but poor socioeconomic status, an impoverished diet, and unsanitary living conditions in the suburbs had a detrimental effect on the growth of these non-adults. This was supported by a statistically significant correlation between growth faltering and respiratory infections and evidence for scurvy in 40% of the infants (n = 30). The most likely cause was early weaning and a diet devoid of vitamin C, induced by poverty and cultural practices. The prevalence of rickets was much lower when compared with other post-medieval populations in Europe, at just 1.2%. This suggests that children living in Tallinn were not deprived of sunlight and may have had access to more green spaces.", + "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 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", + "input": "Abstract: Factor models are a parsimonious way to explain the dependence of variables using several latent variables. In Gaussian 1 -factor and structural factor models (such as bi -factor and oblique factor) and their factor copula counterparts, factor scores or proxies are defined as conditional expectations of latent variables given the observed variables. With mild assumptions, the proxies are consistent for corresponding latent variables as the sample size and the number of observed variables linked to each latent variable go to infinity. When the bivariate copulas linking observed variables to latent variables are not assumed in advance, sequential procedures are used for latent variables estimation, copula family selection and parameter estimation. The use of proxy variables for factor copulas means that approximate log-likelihoods can be used to estimate copula parameters with less computational effort for numerical integration.", + "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 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: Traveling wave rotary ultrasonic motors (TRUSMs) have been applied in optical systems, robotics, biomedical and other fields. However, the disadvantages such as short working life, driving performance degradation, and low energy utilization significantly limit the long-term and stable operation of TRUSMs in advanced fields like aerospace mechanisms. To address the above issues, a novel rotary ultrasonic motor based on multiple Langevin transducers is proposed in this paper. First, the structural design, driving principle and general design criteria are described in detail. Then, the structural parameters are optimized by finite element simulation analysis. Second, a prototype is assembled controllably. Subsequently, the impedance test and vibration measurement are carried out. The results show that the traveling wave is successfully generated on the tooth-ring, and all the Langevin transducers are excited to the first-order longitudinal vibration modes, which strongly verify the correctness of design principle. Finally, the driving performance experiment is carried out. The experimental results show that the no-load speed is 62 r min-1 under the pre-pressure of 10 N. The stalling torque is 0.94 N m at the driving voltage of 500 Vp-p. The response characteristics show that the start/stop time are 4.6/5.5 ms, and the angular displacement resolution of clockwise/counterclockwise driving are 6.7/10.2 mu rad. The motor proposed in this paper not only exhibits relatively high output performance with excellent vibration characteristics, but also maintains compactness of the structure. The sandwiched structure design effectively avoids the problem that the bonded-type piezoceramic rings in conventional TRUSMs are prone to damage or fall-off when vibrating for a long time. Furthermore, the general design criteria provide a new approach to develop high performance rotary ultrasonic motors. The proposed novel ultrasonic motor is expected to meet the demand for long-term and stable operation in aerospace mechanisms.", + "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: 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.", - "output": "History", + "input": "Abstract: Background Understanding the predictors of functional status can be useful for improving modifiable predictors or identifying at-risk populations. Researchers have examined the predictors of functional status in older adults, but there has not been sufficient study in this field in older adults with multiple chronic conditions, especially in Iran. Consequently, the results of this body of research may not be generalizable to Iran. Therefore, this study was conducted to determine the predictors of functional status in Iranian older adults with multiple chronic conditions. Methods In this cross-sectional study, 118 Iranian older adults with multiple chronic conditions were recruited from December 2022 to September 2023. They were invited to respond to questionnaires inquiring about their demographic and health information, basic activities of daily living (BADL) and instrumental activities of daily living (IADL), depression and cognitive status. The predictors included age, gender, marital status, education, number of chronic conditions, and depression. Descriptive and analytical statistical tests (univariate and multiple regression analysis) were used to analyze the data. Results The majority of participants were married (63.9%) and women (59.3%). Based on the results of the multiple regression analysis, age (B=-0.04, P = 0.04), depression (B=-0.12, P = 0.04), and IADL (B = 0.46, P < 0.001) were significant predictors for functional status in terms of BADL. Also, marital status (B=-0.51, P = 0.05), numbers of chronic conditions (B=-0.61, P = 0.002), and BADL (B = 0.46, P < 0.001) were significant predictors for functional status in terms of IADL. Conclusion The findings support the predictive ability of age, marital status, number of chronic diseases, and depression for the functional status. Older adults with multiple chronic conditions who are older, single, depressed and with more chronic conditions number are more likely to have limitations in functional status. Therefore, nurses and other health care providers can benefit from the results of this study and identify and pay more attention to the high risk older adult 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: 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: Hyperspectral imaging has recently consolidated as a useful technique for pigment mapping and iden-tification, although it is commonly supported by additional non-invasive analytical methods. Since it is relatively rare to find pure pigments in aged paintings, spectral unmixing can be helpful in facilitating pigment identification if suitable mixing models and endmember extraction procedures are chosen. In this study, a subtractive mixing model is assumed, and two approaches are compared for endmember extraction: one based on a linear mixture model, and the other, nonlinear and Deep-Learning based. Two spectral hyperspaces are used: the spectral reflectance (R hyperspace) and the-log(R) hyperspace, for which the subtractive model becomes additive. The performance of unmixing is evaluated by the similar-ity of the estimated reflectance to the measured data, and pigment identification accuracy. Two spectral ranges (400 to 10 0 0 nm and 900 to 1700 nm) and two objects (a laboratory sample and an aged painting, both on copper) are tested. The main conclusion is that unmixing in the -log(R) hyperspace with a linear mixing model is better than for the non-linear model in R hyperspace, and that pigment identification is generally better in R hyperspace, improving by merging the results in both spectral ranges.(c) 2023 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": "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 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: The role of anharmonicity on superconductivity has often been disregarded in the past. Recently, it has been recognized that anharmonic decoherence could play a fundamental role in determining the superconducting properties (electron-phonon coupling, critical temperature, etc) of a large class of materials, including systems close to structural soft-mode instabilities, amorphous solids and metals under extreme high-pressure conditions. Here, we review recent theoretical progress on the role of anharmonic effects, and in particular certain universal properties of anharmonic damping, on superconductivity. Our focus regards the combination of microscopic-agnostic effective theories for bosonic mediators with the well-established BCS theory and Migdal-Eliashberg theory for superconductivity. We discuss in detail the theoretical frameworks, their possible implementation within first-principles methods, and the experimental probes for anharmonic decoherence. Finally, we present several concrete applications to emerging quantum materials, including hydrides, ferroelectrics and systems with charge density wave instabilities.", + "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: 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.", + "input": "Abstract: Tropical cyclones (TCs) lead to huge economic losses and casualties in coastal regions, but multi-decadal variation of TC remains poorly understood due to the limited length of observational records and low-resolution reconstructions. Porites corals provide continuous and monthly resolved records that allow for the determination of weather-timescale (weekly to monthly) extreme events, including TC, to overcome the above limitations. Here we synthesize five coral Delta delta 18O records from the South China Sea (SCS) and develop a coral TC frequency index, in good agreement with post-1980 instrumental records and sediment-based TC reconstructions over the past century. Our results indicate that TC frequency in the SCS exhibits pronounced decadal variations, with active TCs corresponding to the negative phase of the Pacific Decadal Oscillation. Our findings here provide novel evidence for past TC changes in the SCS and a constraint for predicting future TC changes.The impact of tropical cyclones (TCs) on coastal regions results in significant economic losses and casualties. Due to the relatively short observations or low-resolution records, assessing long-term changes of TCs has suffered from large uncertainties. Porites corals are sensitive to environmental changes and can provide century-long, monthly resolved records, which could serve as a potential archive for reconstructing past TCs. Here we present five coral Delta delta 18O records from the South China Sea (SCS) and develop two TC frequency indexes. Both the TCs generated in the SCS and those entering the SCS from the Western North Pacific are reflected in our coral-based TCs reconstruction. In addition, our reconstruction suggests that the TCs in the SCS were increased in 1878-1888, 1894-1904, 1934-1952, 1971-1978, and 1995-2004, which corresponded to the negative phase of the Pacific Decadal Oscillation over the past century. Our findings provide new evidence for historical changes in TCs in the SCS and a valuable constraint for predicting future TC variations.The low residual oxygen isotope values of coral strongly respond to tropical cyclones in the South China Sea Excluding temperature, we reconstruct tropical cyclone activities in the South China Sea over the past century using coral oxygen isotopes Pacific Decadal Oscillation modulates tropical cyclones in the South China Sea over the past century", "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: 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: Coastal areas can contain a highly valuable archaeological record because of post-glacial drowning of previously inhabited land surfaces. Such records are increasingly under threat because of a range of economic activities. Archaeological Heritage Management (AHM) is hampered by a lack of detailed data on the buried landscapes. This makes it difficult to fully assess and deflect threats to this record. Here, we present a novel way of using under water magnetometer surveys to map and characterize buried Mesolithic/Neolithic landforms in high detail. Magnetometer maps from the IJsselmeer area (Netherlands) show patterns of paired linear anomalies that resemble banks or levees that straddle channel-like features. Sub-bottom profile transects and sediment core analyses confirm that the observed linear features are Mesolithic and Neolithic submerged buried channel and bank/levee systems that connect to known onshore buried channel systems from that age. Although the origin of the magnetic signal is still subject of study, the observed patterns clearly indicate areas or geomorphological phenomena of high archaeological potential, and make it possible to take measures for protection and 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: 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: CONTEXT: Loose tumor cells and tumor cell clusters can be recognized in the lumen of intratumoral pulmonary arteries of resected non-small cell lung cancer specimens. It is unclear whether these should be considered tumor-emboli, and as such could predict a worsened prognosis.OBJECTIVE: To investigate the nature and prognostic impact of pulmonary artery intraluminal tumor cells.DESIGN: This multicenter study involved an exploratory pilot study and a validation study from 3 institutions. For the exploratory pilot study, a retrospective pulmonary resection cohort of primary adenocarcinomas, diagnosed between November 2007 and November 2010, were scored for the presence of tumor cells, as well as potentially other cells in the intravascular spaces, using hematoxylin-eosin and cytokeratin 7 (CK7) stains. In the validation part, 2 retrospective cohorts of resected pulmonary adenocarcinomas, between January 2011 and December 2016, were included. Recurrence-free survival (RFS) and overall survival (OS) data were collected.RESULTS: In the pilot study, CK7+ intravascular cells, mainly tumor cells, were present in 23 of 33 patients (69.7%). The 5-year OS for patients with intravascular tumor cells was 61%, compared with 40% for patients without intravascular tumor cells (P = .19). In the validation study, CK7+ intravascular tumor cells were present in 41 of 70 patients (58.6%). The 5-year RFS for patients with intravascular tumor cells was 80.0%, compared with 80.6% in patients without intravascular tumor cells (P = .52). The 5-year OS rates were, respectively, 82.8% and 71.6% (P = .16).CONCLUSIONS: Loose tumor cells in pulmonary arterial lumina were found in most non-small cell lung cancer resection specimens and were not associated with a worse RFS or OS. Therefore, most probably they represent an artifact.", + "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: 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", + "input": "Abstract: What we eat and how we think about food and nutrition are undergoing a momentous change, driven by the rise of ultra-processed food. There is a growing body of evidence linking the consumption of ultra-processed food to poor health outcomes. However, the health depleting effects of ultra-processed food go beyond changes in discrete indicators of nutrition and health. Processes of depletion entail social, economic, and political relations. This paper aims to emphasise the importance of a social science research agenda on ultra-processed food by establishing the conceptual connections between ultra-processed food and depletion using a social reproduction approach. To do this, it draws on the notion of depletion through social reproduction elaborated by Shirin Rai, Catherine Hoskyns and Dania Thomas, which provided inspiration to unpack the totality of social reproduction and consider specific resources needed for social reproduction. Such an approach reveals that ultra-processed food is both an input for social reproduction, through consumption, and a form of social reproduction work, when food work and the associated (health) care work are considered. On this basis, the paper identifies four conceptual dimensions to explore whether and to what extent the expansion of ultra-processed food can cause depletion and the key methodological principles to use this conceptual approach in empirical research.", + "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: 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": "Law", + "input": "Abstract: BACKGROUND AND STUDY AIMS: In Morocco the prevalence of Wilson disease (WD) and the spectrum of mutations are not known. The aim of the present study was to estimate the prevalence of WD in Morocco, to evaluate the phenotype among a large cohort of WD patients, and to characterize ATP7B variants in a subgroup of WD patients.PATIENTS AND METHODS: We collected data from 226 patients admitted to five university hospital centers in Morocco between 2008 and 2020. The diagnosis was based on clinical manifestations, function tests and biochemical parameters. The genotype was characterized in 18 families diagnosed at the University Hospital Center of Marrakesh, by next generation sequencing.RESULTS: The mean annual prevalence in Morocco was 3.88 per 100,000 and the allele frequency was 0.15 %. Among the 226 patients included (121 males and 105 females), 196 were referred for a hepatic or neurological involvement and 30 were asymptomatic. The mean age at diagnosis was 13 \u00b1 5.1 years (range: 5 - 42 years). Consanguinity was found in 63.3 % of patients. The mean duration of illness was 2.8 \u00b1 1.9 years. Kayser-Fleischer rings were found in 131 (67.9 %) of 193 patients. Among the 196 symptomatic patients, 141/159 (88.7 %) had low serum ceruloplasmin (<0.2 g/L) and a high 24-hours urinary copper (>100 mug/day) was found in 173/182 (95.1 %) patients. The initial treatment was D-penicillamine in 207 patients, zinc acetate in five, zinc sulfate in five, and nine patients were not treated; 60/207 (29 %) patients have stopped treatment. A total of 72 patients died; the mortality rate was 31.9 %. Eight different ATP7B variants were identified among the 18 patients studied, of which two were novel (p.Cys1104Arg and p.Gln1277Hisfs*52), and six previously published (p.Gln289Ter, p.Cys305Ter, p.Thr1232Pro, p.Lys1020Arg, p.Glu583ArgfsTer25 and c.51+4A>T). All informative patients were homozygous for the disease-causing mutation.CONCLUSION: In Morocco, a high prevalence due to consanguinity and a high mortality rate due to the difficulty of diagnosis and lack of treatment were observed in WD patients. NGS sequencing identified new ATP7B variants in WD patients from Morocco.", + "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: 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: 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": "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: 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", + "input": "Abstract: This article recovers Angela Davis's archived dissertation project, Towards a Kantian Theory of Force, from 1969, and places it in conversation with her mature work on prison abolition. It begins by documenting how, as a student of Frankfurt School Critical Theory, Davis honed an immanent critique of Kant's problem of freedom as a reflection of the historical contradiction that emerges between the moral claim to universal freedom and the socio-historical determinates that foreclose its material realization. It next reconstructs her dissertation project, showing how Davis teased this same problematic from Kant's little-explored political philosophy to argue persuasively that the liberal constitutional state's justified use of violence is a primary obstacle to the realization of moral freedom. By reading Davis's early critique in the context of contemporaneous Kant scholarship and in view of her subsequent abolitionist work, the article argues that Davis's early work can help to illuminate not just the central antagonism between freedom and state coercion that is the object of abolitionist critique, but the subjective-moral dimension inherent to its political practice.", + "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: 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.", - "output": "Demography", + "input": "Abstract: Training competent behavior analysts is fundamentally crucial for the survival and prosperity of behavior analysis. The current article introduced the Comprehensive Application of Behavior Analysis to Schooling (CABAS) as a training model to train behavior analysts as strategic scientists. The CABAS training model is based on the philosophy of behavior selection and features a personalized system of instruction-based rank system. Each rank includes three areas of expertise: verbal behavior about science, contingency-shaped repertoire, and verbally mediated repertoire. The trainees work on these components with small-unit modules that shape and maintain their effective criterion-based performance. Advancement through these ranks demonstrates the trainees' increased proficiency and advanced expertise. We also discussed future research direction and the implications to graduate training programs in behavior analysis in general.", + "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: 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", + "input": "Abstract: Core drilling has been used successfully in archaeology for a variety of applications, including mapping stratigraphy across large areas, estimating feature depth and content, understanding site formation processes, as well as complementing information obtained through surface collection and geophysical survey. In this paper, we provide an overview of the first core drilling campaign carried out in 2021 on the outer settlement of the Bronze Age tell from Toboliu in western Romania. The overall aim of this coring program was to gather information regarding the nature of various features within the settlement, with a focus on the anomalies visible in the geomagnetic site plan. Based on 165 drilled cores, a reconstruction of the site's stratigraphy is presented in this paper. This reconstruction was controlled and confirmed by excavations in one of the coring transects where the stratigraphic interpretation of the cores could be linked with the excavated stratigraphy. Additionally, samples for radiocarbon dating were collected from several cores. Based on this data, we discuss preliminary insights into possible house locations and preservation issues, as well as the chronological development and occupation sequence of this complex site.", + "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: 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: Background The shortage and aging of surgeons in regional surgical care has been remarkable, and the importance of surgical education for young surgeons in the region is only increasing. However, there are very few reports about regional surgical education. This study aimed to clarify the current status and issues regarding surgical education in regional surgical care and to examine the ideal way to provide surgical education in the region. Methods Two questionnaire surveys were carried out. (1) Survey on the awareness regarding the education of young surgeons was conducted by mail in institutions where surgeons worked. (2) Survey on the current status of surgical education for young surgeons was conducted via the Internet with surgeons under 40 years old and mentors at the same facility. Results There were 175 respondents to survey (1), among whom 131 (75%) surgeons were interested in educating young surgeons, and 112 (64%) were actively participating in this educating. Regarding the best evaluation methods for mentors who are educating young surgeons, the most frequent answer was I don't know (51%). The number of respondents in survey (2) was 87, including 27 (31%) young surgeons and 60 (69%) mentors. Although there was no difference between young surgeons and mentors in the level of satisfaction with the current status of young surgeons, 37% of young surgeons in urban areas were dissatisfied with their current status, compared to 0% in the regional area (p < 0.05). Conclusions Although surgeons did not have confidence in their own education, the level of satisfaction among young surgeons was high even in those providing regional surgical care. Development of an evaluation system for surgical education is necessary for young surgeons to receive more effective surgical education in the region.", + "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: 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: The success of screening programs depends to a large extent on the adherence of the target population, so it is therefore of fundamental importance to develop computer simulation models that make it possible to understand the factors that correlate with this adherence, as well as to identify population groups with low adherence to define public health strategies that promote behavioral change. Our aim is to demonstrate that it is possible to simulate screening adherence behavior using computer simulations. Three versions of an agent-based model are presented using different methods to determine the agent's individual decision to adhere to screening: (a) logistic regression; (b) fuzzy logic components and (c) a combination of the previous. All versions were based on real data from 271,867 calls for diabetic retinopathy screening. The results obtained are statistically very close to the real ones, which allows us to conclude that despite having a high degree of abstraction from the real data, the simulations are very valid and useful as a tool to support decisions in health planning, while evaluating multiple scenarios and accounting for emergent 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: 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: The Women in Public Service in Pakistan (WPSP) oral history project records the professional life histories of women employed in public sector institutions. Our aim in this article is twofold. First, we discuss the nature of public sector employment (sarkari nokri) and review the data and literature on women's participation in public sector work in Pakistan. These sources reveal that the trajectory of women's employment in the public sector has been shaped by gender mainstreaming, which, in turn, is driven by global treaties and goals. Then, after describing the project design, we explore our narrators' assertions of status, ability, and achievements as they navigate patriarchy. We argue that women public sector employees have collectively forged a social identity and modified the terms of patriarchy as it applies to them. This article presents women's public sector employment as a coherent subject of study across a range of sectors of work from education to the civil service. This article also demonstrates that oral history methods enable a substantial intervention in the study of government employment in Pakistan. As such, this rich archive of women's experiences serves public, scholarly, and institutional interests; is comparable to oral history projects on government in other parts of the world; and intervenes in ongoing debates about digital oral history. At the same time, the WPSP oral history project is unique in its use of an oral history method to study government employment in Pakistan. Our methods, approaches, and conclusions are instructive both for scholars of near-contemporary history in Pakistan and for oral historians seeking to establish their own projects on women in public life.", + "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: 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: This analysis investigates whether solidarity is an appropriate concept for thinking about justifications for a just distribution of bioethical goods in the international arena. This will be explored by looking at the national origins of the idea of justifying solidarity in the form of the health care that welfare states offer. Following that, 'life' and 'health' will be placed within a philosophical context by focusing on the main arguments of John Rawls and Amartya Sen and the role of solidarity in these two theories of justice will be analysed. It will be shown that these theories assume that solidarity is not a prerequisite for just international structures. Finally, the possibility will be discussed, that there is a degree of uncertainty surrounding justifications for fair distribution in the international context that can result when the concepts of solidarity and justice are handled imprecisely.", + "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", + "input": "Abstract: In English teaching, developing students' reading habits has been emphasized for its critical role in promoting overall core competencies. However, in practice, many teachers and parents are not informed of the effective approaches to developing good English reading habits, hindering the overall development of students' core competencies. In light of this, an empirical study was carried out to explore the developmental features of students' English reading habits and individual, family and school factors that affect its development. A questionnaire was adopted to collect quantitative data. A total of 2,130 primary and secondary school students from China participated in the study. The results indicated that their English reading habits varied with age and gender. In terms of age, secondary school students, especially middle school students, performed better than primary school students. In terms of gender, females performed better in reading frequency, reading time and ways of reading, while males had a larger reading volume. Reading habits were found to be impacted by individual, school and family factors. Among them, age had the strongest influence on the development of English reading habits. These findings shed light on effective ways to develop English reading habits, especially in foreign-language-learning contexts.", + "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: 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", + "input": "Abstract: During the sixteenth century, the medieval Palace of Westminster went from being the most-used royal palace, where the king lived and worked alongside his administration, to becoming solely the home of the law-courts, Parliament, and the offices of state. At the same time, the numbers of individuals who came to the palace seeking governance or to take part in the business of the law-courts increased over the course of the century. While Westminster had earlier been a public venue for governance and royal display, the increasing absence of the English monarch from the palace created alternative uses. Political culture came to focus on Westminster as entirely separate from the court. This article explores how these changing uses created new forms of political and administrative culture. It examines how the administrative offices, particularly the Exchequer, were remade to accommodate changing financial demands and the increasing contact between individuals and the Crown. It argues that the repurposing of the Palace of Westminster created a distinctly different set of relationships between the Crown and the public. This gave the institutions that called the palace home the space to develop as bodies that drew their legitimacy from their representation of the community of the realm as a whole.", + "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: 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", + "input": "Abstract: OBJECTIVES: Fungal infections (FI) pose a public health concern and significantly increase mortality rates, especially within Neonatal Intensive Care Units (NICU). Thus, this study aimed to investigate epidemiological indicators, risk factors, and lethality predictors associated with FI in a NICU.METHODS: This study included 1,510 neonates admitted to the NICU of a reference hospital in Brazil between 2015 and 2022. Demographic data, such as sex, birth weight, gestational age, and use of invasive devices were analyzed.RESULTS: Thirty neonates developed invasive FI, totaling 33 episodes and an incidence of 1.2 per 1,000 patient days. Candida albicans was the most frequent species (52.9 %), the bloodstream was the most affected site (78.9 %), and 72.7 % of infections occurred between 2015 and 2018. The lethality rate associated with FI was 33.3 %, and 90 % of deaths occurred within 30 days of diagnosis of infection. Weight < 750 g, prolonged hospital stay, use of parenteral nutrition, and broad-spectrum antimicrobials were independent risk factors for infection occurrence, especially glycopeptides and 4th generation cephalosporins, having a considerable role in the increase in fungal infections. Weight < 750 g was considered a significant predictor of lethality, and C. albicans had the highest lethality rate (40 %).CONCLUSION: These findings highlight the elevated lethality rate associated with these infections, reinforcing the importance of developing strategies to control FI within NICU.", + "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 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: Family physicians require leadership skills to strengthen team-based primary care services. Interviews with South African district managers confirmed the need to develop leadership skills in family physicians. The updated national programmatic learning outcomes for South African family physician training were published in 2021. They sparked the need for curriculum renewal at the University of Cape Town's Division of Family Medicine. A review of the leadership and governance module during registrar training showed that the sessions were perceived to be content heavy with insufficient opportunities for reflection. Following a series of stakeholder engagements, the module convenors co-designed a revised module that was blueprinted on the updated learning outcomes. The module incorporates a group coaching style, facilitating learning through reflection on one's experiences. The revised module was implemented in 2022. It aims to provide a transformative learning experience centred on students' perceptions of themselves as leaders, as well as professional identity formation and resilience building. This short report describes preliminary insights from the revised module's developmental phase and forms part of an ongoing iterative evaluation process.Contribution:Family physicians should lead across all their defined roles. Formal and informal learning opportunities are needed to facilitate their growth as leaders and help them to meet the health needs of communities served by an evolving health care system. This short report describes an example of a revised postgraduate module on leadership and governance, which may be of value to clinician educators and academic departments exploring innovative methods for the African region.", + "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: 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 the era of digital information, metadata, and ontology technology have increasingly promoted the information management and utilization of museum collections. As one of the most important collection categories in Chinese and even the world's historical museums, the information management of ancient Chinese ceramics has made some progress, but there are still some shortcomings as well. Based on the current need for the information management and utilization of ancient Chinese ceramics, the article used the ceramics in the Nankai University Museum as research samples, constructing the Metadata of Ancient Chinese Ceramics through the comprehensive analysis, integration, and improvement of existing metadata. Moreover, based on that, the study reused and expanded the CIDOC CRM to establish the Ontology of Ancient Chinese Ceramics through Protege, with 20 pieces of ceramics in the Nankai University Museum being added as instances. Last but not least, the study took the Kang Xi Polychrome Cup with Winter Jasmine as an instance and presented its knowledge map through visualization to demonstrate the structure of the Ontology of Ancient Chinese Ceramics more clearly. (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 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: In the era of artificial intelligence, image-based virtual restoration of cultural relics is one of the methods used in the restoration of cultural relics. As the most informative representative of cultural heritage in the study of historical materials, murals occupy a significant position in archaeology and ancient culture. Currently, most of the existing virtual restoration of murals is limited to the restoration of image information for local damage. The scenes of murals have large spatial scales and complex semantic contents. In order to enhance the semantic relevance of the virtual restoration of murals and the immersion of a visual perception, this paper proposes a kind of mural virtual-real fusion restoration display method based on visual attention mechanism. Based on the case study on the immersive fusion restoration of Dunhuang grotto murals, the feasibility of regional mural image restoration and real space scene fusion restoration is verified. A new paradigm of mural heritage protection in the context of virtual-real fusion is realized. (c) 2023 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": "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: 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: Given the background of ecological protection and high-quality development strategies in the Yellow River Basin (YRB), studying the spatial distribution characteristics and influencing mechanisms of intangible cultural heritage (ICH) in the YRB is of great significance for objectively understanding the entire process of cultural occurrence, evolution, protection, and development in the YRB. Considering 787 counties in nine provincial areas of the YRB as the research area, this study adopted density-based spatial clustering of applications with noise (DBSCAN), kernel density estimation (KDE), and GeoDetector, and explored the spatial distribution characteristics and influencing mechanisms of 892 national-level ICH items. The results showed that the entire ICH was spatially agglomerated in the YRB. Concurrently, regional differences were apparent, mainly concentrated in the middle-lower reaches and several cultural areas. Although all 10 ICH types showed spatial gathering characteristics, the degree of agglomeration of folk art and literature, traditional sports recreation, and acrobatics was relatively low. DBSCAN clustering showed that the middle and lower reaches of the Yellow River were the core areas of ICH and various types of ICH clustering. The kernel density also showed an agglomeration distribution trend and formed a 3 + 4 + 5 kernel density hierarchy, exhibiting prominent center-periphery characteristics. Among the natural environmental, socioeconomic, and historical-cultural factors, the socioeconomic factors significantly affected ICH spatial distribution, whereas natural environmental factors were less influential. The gross domestic product (GDP), national historical and culturally famous towns and villages, populations, and museums strongly influenced ICH spatial distribution. The factor interaction explanatory force was greater than that of a single factor, indicating synergistic effects between the factors. The explanatory force of GDP, urbanization level, population, minority population, and traffic interaction with other factors on ICH spatial distribution significantly improved. (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: 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.", + "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": "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: 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.", + "input": "Abstract: This study presents results supporting the need to price climate risks in real estate investment trusts. We approach this objective by conducting some empirical analyses for global, regional, and [US] sectoral REITs for want of wider coverage while we also consider variants of climate risks involving physical and transition risks. We first establish that climate concerns amplify the volatility of REIT returns. While our results are split for sectoral REITs, we find that both physical and transition risks magnify the volatility in the regional and global REITs market. However, when we consider the US sectoral REITs, we find contrasting evidence between the two variants of climate risks. While the transition risks seem to raise the REITs market volatility, perhaps owing to improved trading in the market as signalled by some level commitments towards addressing climate change, the physical risks associated with damages due to climate change tend to lower the REITs market volatility due to lower trading. Consequently, we formulate a framework that enables a profit-maximizing investor to observe climate risks when making investment decisions in the REITs market, and we further show that doing so provides higher economic gains than ignoring it. This outcome has implications for investors looking for the best hedging strategy against climate-related risks, especially as the world intensifies efforts towards de-carbonization.", "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: 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: In the context of deepening globalization, accelerating the internationalization of higher education is the core development mission and important development mode of higher education today. This study investigates the impact of university presidents' international education experience on the associated Chinese institutions' internationalization. Based on imprinting theory, we argue that international education experiences received during sensitive periods leave an imprint on presidents concerning overseas countries, which may further impact their cognitive structures, enabling them to make strategic decisions conducive to international expansion. We manually collected multidimensional data from 868 Chinese general higher education institutions (HEIs) and 1,863 university presidents between 2001 and 2017. The results reveal that university presidents' international education experiences significantly enhance the level of internationalization in HEIs. Additionally, when the country where presidents obtained international experiences has a closer cultural distance to China or the government in the location where presidents serve shows greater attention to higher education, can strengthen the positive impact of presidents' international experiences on HEIs internationalization. This study makes important theoretical contributions to leadership literature, internationalization of higher education literature, and imprinting theory. It also has practical significance for the development and promotion of university presidents.", + "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: 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", + "input": "Abstract: Inclusive Design has been widely promoted in the fields of product, engineering, and user experience design. Despite the educational efforts made by scientists, practitioners, and institutions to raise awareness about accessibility and inclusion, Inclusive Design has not been widely embraced in architectural design practice, where it is often associated with design for disability. This multidisciplinary study, spanning behavioural science, ergonomics, and the social sciences of architecture, explores the challenges architectural design practitioners face when designing inclusively, and identifies opportunities to promote the adoption of Inclusive Design. The results of a questionnaire completed by 114 architectural design practitioners underscore the lack of client awareness of the benefits of inclusive design, highlight the important role practitioners can play in advocating for Inclusive Design, and emphasize the need to develop practices and tools that enhance the design and post-design phases of buildings to ensure inclusion, diversity, equity, and accessibility.", + "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: 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: A burgeoning body of research examines how women's inclusion influences civil war peace processes. While scholars note that women's inclusion can positively affect peace, the theoretical mechanisms remain underexamined. This article begins to address this lacuna by examining how female rebels affect the probability of peace talks. We propose that women's inclusion directly affects the likelihood a rebel group participates in negotiations with the state by increasing its propensity to cooperate and compromise. Our analysis of 112 African rebel groups fighting in civil wars between 1989 and 2014 finds that women's participation in rebel groups affects the likelihood of negotiation onset. We analyze the mechanism driving this relationship and find that rebel groups with women members are more likely to issue negotiation requests to the government. These findings offer nuance to the women-and-peace hypothesis and demonstrate that even women with higher propensities toward violence can be a force for peace.", + "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: 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", + "input": "Abstract: This article addresses the representation and negotiation of gender norms in visual iconography in the Islamic Republic of Iran against the backdrop of the master narrative of the Iran-Iraq War (1980-88), which serves as a prefigurative image repertoire for propaganda and regime messaging in the post-war period. Drawing on images from the war itself and after, the article presents a historical perspective on the dynamics of representing prototypical gender roles, not only in relation to war but labour and industry as well. The article also highlights how gender roles were renegotiated in state propaganda during the COVID-19 pandemic, which includes the depiction of female martyrs defending the nation. However, despite the capability of state propaganda to renegotiate gender norms, this process remains circumscribed by the mechanisms of masculine myth-making and the male archetype of the martyr. In effect, such processes do not connote gender equality but rather unmask discourses on female martyrdom as double-edged: While agency in history is ascribed to women, the logic of the gender hierarchy is reified at the same time. Such observations regarding state-sponsored visual iconography in contemporary Iran contribute to the study of propaganda techniques used by authoritarian regimes.", + "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 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: Due to the shortage of fossil energy, environmental pollution, climate change and a series of problems, China is developing photovoltaic (PV) energy and other clean sources of energy. The flexible application of photovoltaic energy makes is an ideal choice. First, this paper clearly describes the significance of the economic value of a PV + model, analyzes its composition of, and then builds the PV + economic value evaluation model. Finally, a PV + model from the agriculture and aquaculture industry is taken as an example to evaluate its economic value. Through data calculations, the feasibility of the PV + economic value evaluation model proposed in this paper is verified. The results show that the model can not only promote the development of photovoltaic energy, but also bring a spillover value to the decentralized economy. The contributions of this paper are as follows: (1) The existence of the spillover value of a PV + model is proposed for the first time. (2) The value of the distributed PV + model is revealed from its essential attributes and characteristics, and a method for the quantitative calculation of the spillover value is proposed. (3) Three cases of the spillover value for the economic value of the PV + model are proposed, and the relationship between the spillover value and local adoption of PV + model to absorb distributed PV is 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: 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: This article studies the development of antisemitism in Austria in the late nineteenth century through the example of Josef Deckert. The priest is depicted in historiography as one of the most prominent anti-Jewish agitators of that period, but his path to antisemitism has not been explored. This research indicates that Deckert's adoption of antisemitic ideology happened abruptly and was not guided by ecclesiastical or lay authorities. The article, therefore, invites us to look more at individual actors and local cultures and less on strategies from above when studying the spread of populist movements. At the same time, the analysis draws attention to two aspects that have been studied little in connection to the diffusion of antisemitism in the modern period, the cult of Saint Joseph and the remembrance of the Turkish siege of Vienna. Deckert was deeply devoted to Saint Joseph and invoked the patron saint of the Habsburg monarchy, not only as protector of Catholic Austria at the time of the Ottoman wars, but as patron of the workers and defender against the contemporary Austrian Jews.", + "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: 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.", - "output": "Education", + "input": "Abstract: BACKGROUND: Due to the severity of hip fracture complications in the geriatric population, including major morbidity and mortality, it is crucial to establish treatment goals and manage expectations as a patient-centered multidisciplinary team. Goals of care (GOC) are personalized treatment programs designed to align with the individual patient's values and preferences. There is a paucity of literature on the topic of GOC discussions, especially regarding orthopaedic injuries. Therefore, this narrative review aims to provide an account of GOC discussions related to geriatric hip fractures.METHODS: We reviewed articles published on GOC between 1978 and 2024. The articles were identified by searching PubMed and Google Scholar. We utilized the search terms GOC discussions and hip fracture, with additional descriptors including arthroplasty and geriatric.RESULTS: There were 11 articles that met the selection criteria and were published between 1978 and 2024. Five articles were published on GOC discussions in orthopaedic surgery, while the remaining 6 articles were published in non-orthopaedic fields. There was one systematic review, 2 narrative reviews, 6 observational studies, and 2 descriptive studies. Supplemental commentary from non-orthopaedic specialties and the fields of law and medical ethics was included to assist in highlighting barriers to GOC discussions and to explore potential strategies to enhance GOC discussions.CONCLUSIONS: Goals of care discussions provide a framework for treatment decisions based on an individual patient's values and cultural beliefs; however, these conversations may be limited by perceived time constraints, patient health care literacy, and physicians' misconceptions of what is most important to discuss. While no clear consensus was identified regarding strategies for improving GOC discussions in geriatric patients who have hip fractures, the authors recommend standardized training programs, expedited family meetings, multidisciplinary team involvement, assistive technology such as Outcome Prioritization Tool, and the incorporation of GOC discussions into institutional hip fracture pathways.", + "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: 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.", + "input": "Abstract: Vision Transformers (ViTs) have achieved impressive performance over various computer vision tasks. However, modeling global correlations with multi-head self-attention (MSA) layers leads to two widely recognized issues: the massive computational resource consumption and the lack of intrinsic inductive bias for modeling local visual patterns. To solve both issues, we devise a simple yet effective method named Single-Path Vision Transformer pruning (SPViT), to efficiently and automatically compress the pre-trained ViTs into compact models with proper locality added. Specifically, we first propose a novel weight-sharing scheme between MSA and convolutional operations, delivering a single-path space to encode all candidate operations. In this way, we cast the operation search problem as finding which subset of parameters to use in each MSA layer, which significantly reduces the computational cost and optimization difficulty, and the convolution kernels can be well initialized using pre-trained MSA parameters. Relying on the single-path space, we introduce learnable binary gates to encode the operation choices in MSA layers. Similarly, we further employ learnable gates to encode the fine-grained MLP expansion ratios of FFN layers. In this way, our SPViT optimizes the learnable gates to automatically explore from a vast and unified search space and flexibly adjust the MSA-FFN pruning proportions for each individual dense model. We conduct extensive experiments on two representative ViTs showing that our SPViT achieves a new SOTA for pruning on ImageNet-1 k. For example, our SPViT can trim 52.0% FLOPs for DeiT-B and get an impressive 0.6% top-1 accuracy gain simultaneously.", "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 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 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/ )", + "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 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", + "input": "Abstract: In this paper we articulate a characterization of the concept of disease as a social problem. We argue that, from a social ontology point of view, diseases are problems that are identified and addressed within the framework of concrete social institutions and practices (those that shape medicine). This approach allows us to overcome the classical distinction between naturalist and normativist approaches in the philosophy of medicine, taking into account both the material and the symbolic factors that shape the categories and determine the practices of medicine.", + "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: 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", + "input": "Abstract: Armed conflicts and resulting displacement disrupt people's sense of place, leading to an imbalance in the people-place relationship, exaggerated by rehabilitation efforts that overlook the sense of place among conflict- and displacement-impacted communities. A continuous landscape narrative that extends from pre- to post-conflict times contributes to recreating the essence of lost landscapes and therefore reconnecting their sense of place. Focusing on a Syrian city that hosted internally displaced persons (IDPs) in the aftermath of the Syrian conflict, this study aims to structure a virtual landscape and narrative depiction of conflict-impacted landscapes. This study proposes a storytelling approach for narrative construction and an AI-powered visualisation approach to revive the image of the elusive landscapes. This study utilised qualitative research methods through in-depth, semi-structured interviews for data collection and an online survey for exploring the perception of virtual landscape images generated with AI text-to-image models (DALL.E 2 and Bing Image Creator). This study indicates that narratives, supported by AI visualisation, are reliable for comprehending landscape transformation and changes in the sense of place. The two approaches can serve as rehabilitation initiatives in post-crisis settings to recall images of elusive landscapes to save them from being lost forever.", + "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 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: Increasing temperatures and more frequent heatwave events pose threats to population health, particularly in urban environments due to the urban heat island (UHI) effect. Greening, in particular planting trees, is widely discussed as a means of reducing heat exposure and associated mortality in cities. This study aims to use data from personal weather stations (PWS) across the Greater London Authority to understand how urban temperatures vary according to tree canopy coverage and estimate the heat-health impacts of London's urban trees. Data from Netatmo PWS from 2015-2022 were cleaned, combined with official Met Office temperatures, and spatially linked to tree canopy coverage and built environment data. A generalized additive model was used to predict daily average urban temperatures under different tree canopy coverage scenarios for historical and projected future summers, and subsequent health impacts estimated. Results show areas of London with higher canopy coverage have lower urban temperatures, with average maximum daytime temperatures 0.8 degrees C and minimum temperatures 2.0 degrees C lower in the top decile versus bottom decile canopy coverage during the 2022 heatwaves. We estimate that London's urban forest helped avoid 153 heat attributable deaths from 2015-2022 (including 16 excess deaths during the 2022 heatwaves), representing around 16% of UHI-related mortality. Increasing tree coverage 10% in-line with the London strategy would have reduced UHI-related mortality by a further 10%, while a maximal tree coverage would have reduced it 55%. By 2061-2080, under RCP8.5, we estimate that London's current tree planting strategy can help avoid an additional 23 heat-attributable deaths a year, with maximal coverage increasing this to 131. Substantial benefits would also be seen for carbon storage and sequestration. Results of this study support increasing urban tree coverage as part of a wider public health effort to mitigate high urban temperatures.", "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: 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", + "input": "Abstract: In the context of Ugandan higher education, this study investigates the revolutionary effects of technology developments in educational leadership on student experiences and outcomes. A purposive sampling strategy was used to select 161 participants from 12 universities in Uganda, focusing on those with significant influence and expertise in educational leadership. Email invitations were sent out explaining the goal and parameters of the research. Four major themes emerged from the qualitative interviews: digital learning environments, data-driven decision-making, remote and blended learning models, and collaboration and communication. The results indicate a paradigm shift toward digital platforms, more dynamic, and individualized learning experiences. Strategic use of data analytics by educational leaders informs decision-making processes, resulting in better academic outcomes and customized interventions. The adoption of flexible learning models, such as blended and remote learning, is a response to changing dynamics in education that is adaptive. A more integrated educational ecosystem is also supported by technology, which improves collaboration and communication. This study shed light on how technological innovations in educational leadership might have a revolutionary effect on students. It is clear that changes in learning environments, decision-making procedures, learning models, and communication techniques from leaders continuing to leverage technology's potential result in a more engaging, inclusive, and productive learning environment for students. In light of the study's findings, we recommend educational authorities keep embracing and advancing technology integration in higher education. To guarantee that educators can effectively use technology to benefit students, this entails providing them with continual professional development to improve their digital literacy.", + "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: 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.", - "output": "Communication", + "input": "Abstract: To effectively control and eradicate PPR, the comprehensive understanding of risk factors associated with PPR exposure is vital. Hence, this study investigated socioeconomic and other associated risk determinants for PPR exposure at flock level in sheep and goats in a non-vaccination programme implemented Madhya Pradesh state India. A total of 410 sheep and goat flocks, comprised mostly of goats but also some mixed flocks, were surveyed during 2016 using a multistage random sampling procedure. Further, 230 blood samples were also collected from the farmers-reported PPR affected flocks and sera were tested using c-ELISA to confirm PPR exposure. The primary data on socioeconomic factors, farm management factors, health status, vaccination details and other epidemiological risk factors were collected from flock owners and descriptive statistics, chi-square analysis and logistic regression models were fitted to identify the significant risk factors for PPR incidence. The farmer's education, flock size, rearing pattern, and awareness of PPR vaccination were found to be significant pre-disposing risk factors for PPR exposure in the flocks. Hence, the control and eradication strategy need to be designed comprehensively considering the key social factors like education and vaccination awareness along with other flock level risk factors to eradicate PPR by 2030 in consonance with the global plan.", + "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: 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", + "input": "Abstract: Historical heritage is demanding robust pipelines for preserving, enhancing, and disseminating its prominent value. Semantic segmentation of 3D Point Clouds has gained increasing attention over the years, since it might assist in automati -cally recognizing historical architectural elements, thus facilitating large dataset management. Nonetheless, semantic segmentation is particularly challenging in Cultural Heritage (CH) domain, due to the shapes complexity and the limited repeatability of elements across different architectures, which strengthens the difficulty to define common patterns within the same class of elements. Besides, as Deep Neural Networks demand an appreciably amount of labelled data to be trained, the lack of available annotated heritage point clouds prevent the research in this direction. To tackle these issues, in this paper it is proposed a Deep Learning system able to recognize historical building elements by lever -aging synthetic point cloud. The generation of the 3D models, vaults, is based on a procedural modeling approach that follows the ideal shapes, according to the rules of descriptive geometry for the main types of vaults. The approach has been applied to a newly synthetic dataset which is publicly available. This dataset comprises 6 labelled points clouds, derived from a comprehensive on -tological taxonomy in order to describe an univocal and robust architectural hierarchy: barrel vaults, groined vaults, mirror vaults, barrel vaults with clois -ter heads and lunettes, barrel vaults with lunettes, sail vaults. The experiments yield high accuracy, demonstrating the effectiveness and suitability of the pro -posed approach.", + "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 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: Rabbits are becoming one of the most popular pets in western countries, including the Czech Republic. Until now, the welfare-husbandry conditions of rabbits in correlation with owner attachment to the rabbit has never been investigated. The aim of this study was to investigate whether the bond with a rabbit and selected factors, such as ownership of a dog and/or cat, the time spent with the rabbit, and the age of any children living in the household, have an impact on a pet rabbit's husbandry conditions. Data was gathered on the basis of a questionnaire survey conducted among pet rabbit owners in the Czech Republic. In total, 1651 completed questionnaires were collected through various channels, namely veterinary surgeries, pet shops, breeders, and social media. The questions covered demographics, living conditions, the presence of children and/or other pets, and the strength of the bond. We found that living with a child/children under 12 years of age, owning a dog and a cat, and spending less time with the rabbit were associated with a decreased bond between the owner and the rabbit. It was also found that decreased time spent with the rabbit is associated with decreased animal husbandry conditions. However, only a weak association was found between the bond of the owners to their rabbit and its welfare-husbandry conditions. Overall, the most alarming finding was that over 80% of companion rabbits in Czech Republic are kept in isolation. In conclusion, the amount of time owners spend with their rabbit appears to be a suitable parameter for determining the strength of the bond attachment and husbandry conditions of the rabbit. There were minimal differences between the strength of the bond and the breeding status of the rabbit if there was a child and/or other pets such as a dog and/or cat in the household. The role of rabbits has changed recently, and it is therefore necessary to conduct comprehensive research into rabbit welfare.", + "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: 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: The expansion of Residential Real Estate Investment Trusts (R-REITs) represents an important frontier in the financialization of housing and cities. This paper advances the literature on institutional real estate investment and corporate landlordism by analyzing how and where the 15 largest, publicly-listed R-REITS and REIT-like funds in Germany and the US are growing today. First, we introduce the metaphor of the feeding machine to characterize how key actors like the state, private equity, and exchange-traded funds (ETFs) provide R-REITs with the properties, capital, and imperative to grow. Second, we find four geographical expansion strategies at work: (1) investment beyond mainstream asset classes: from multi-family apartments and single-family rentals to student flats, care homes, and mobile home and recreational vehicle sites, (2) the concentration and consolidation of ownership, through mergers and acquisitions and focused investment in select markets, (3) acquisition across national borders, and (4) institution-led new construction. Despite crucial nuances in individual R-REIT strategies and the housing systems of each country, our comparative analysis reveals shared trajectories and rationalities of expansion. We posit that ETFs and the indexes through which they allocate investment increasingly shape the restless urban landscape of R-REIT growth, pumping liquidity into spatially fixed assets.", + "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 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", + "input": "Abstract: This paper develops a problem for conciliationism that is structurally similar to the self-undermining problem but which is immune to most of the solutions offered against it. A popular objection to conciliationism is that it undermines itself. Given the current disagreement among philosophers about conciliationism, conciliationism seems to require rejecting conciliationism. Adam Elga (2010) has influentially argued that this shows that conciliationism is an incoherent method. By recommending its own rejection, conciliationism recommends multiple, incompatible responses to the same body of experience. Many have offered solutions to this problem, including Elga himself. However, there is another undermining problem. When a peer disagrees about their own peerhood, conciliationism can require the rejection of the peer's peerhood. The result is that conciliationism recommends two incompatible responses to the same body of experience in a way that parallels the original self-undermining problem. But since many, if not all, of the solutions to the original undermining problem depend on distinctive characteristics of conciliationism undermining itself, they cannot apply to a peer undermining themself. I illustrate this by dividing the solutions that have been offered against the self-undermining problem into two categories: self-exempting solutions and non-exempting solutions. I then show how solutions under each type do not extend to the peer-undermining problem. If that is right, then conciliationism is faced with a more difficult undermining problem than has been so far acknowledged.", + "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: 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: This paper presents a periodized overview of informal urbanization in Vienna in the twentieth century. It offers a new perspective on the evolution of planning discourse and the phenomenon's handling by planning authorities. The variegated manifestations of 'Informal Vienna' triggered an ongoing dispute on how orderly city development could be re-established after 1945. Our approach combines quantitative and qualitative aspects and illuminates not only the shifting significance of informal urbanization over several decades - especially in their lengthy formalization process - but also highlights the co-evolution of formal planning and the Viennese informal 'grand project'.In a comparative historical analysis based on the evaluation of the balances of formal and informal production of space, previous narratives of Red Vienna's dominant role in answering the 'housing question' in the interwar period (and beyond) are challenged. The frictions it created with the instruments and categories of formal planning, we argue, are crucial to understanding the consequences of informal development in Vienna.Furthermore, we present a typological approach on the grades of informality which allows for a reconstruction of the formalization processes in time. This 'graduation of informality' contributes to the ongoing attempts to classify various manifestations of informal urban development in the global South and North.", + "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: 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: Work safety is an important area of business activity, particularly in industries with the most dangerous risks, such as mining, construction and energy. The aim is to reduce the number of accidents and increase employee awareness of occupational hazards and the principles of safe working practices. One of the most important ways to increase employee awareness and consequently reduce accidents is through training. The effectiveness of training is contingent on proper planning, design and preparation. Design thinking directed towards the use of teaching methods and tools is crucial. Properly planned training is part of the sustainability of companies, which consequently results in higher work safety due to its high efficiency. This article reviews the most common training methods in the area of work safety and evaluates them qualitatively and quantitatively using SWOT and multi-criteria analyses. These analyses can provide important guidance in the selection of training methods, regardless of the business sector. Based on the results obtained, effective training methods included those involving students: active training methods with elements of discussion and gamification, augmented and virtual reality, demonstrations and simulations. However, the best training results can be achieved by combining a number of training methods, while maintaining the right balance to achieve the intended training objectives. This is particularly important in businesses with specific activities such as mining, construction or energy.", + "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 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: What fixes the referents of episodic memories? While developed theories are lacking, it is generally assumed that the causal production of a memory, via memory traces, determines its referent. Recently, it has been pointed out that the promiscuity of memory traces poses a problem for this approach. Proposed solutions focus on finding some nonpromiscuous causal link. In this paper, I refine the problem posed by promiscuous memory traces and show that these solutions fail. By developing the question of mnemonic episodic reference within the framework of informational signs, I argue that no pure producer-side theory of reference will work. The only solution, I argue, is to abandon pure producer-side theories for theories which appeal to consumer-side factors, i.e., factors concerning how referring signs are used. Once it is admitted that mnemonic episodic reference depends on consumer-side factors, the natural question is whether producer-side factors (i.e., causal production) play any role at all in mnemonic episodic reference. I conclude by outlining two possible pure consumer-side theories for mnemonic episodic reference, one based on the work of Imogen Dickie and one based on the work of Ruth Millikan. Both theories explain how the referents of episodic memories are fixed without any appeal to a causal link, and, hence, are compatible with post-causal theories of memory, like simulationism.", + "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 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: The Equatoguinean dictatorship under Teodoro Obiang Nguema has spanned forty-four years, making him the longest-serving current head of state. Since his entry to power through a 1979 coup, Obiang has evolved in his style of governance. First ruling through a military junta, then a single-party regime, and finally competitive authoritarianism. Across these eras, he has relied on a cadre of supporting elites to occupy top spots in the state administration. Has his strategy of retaining and dismissing these top elites evolved with his broader style of governance? What features has he looked for over time to signal loyalty? We explore these questions using original individual-level data on all ruling elites in Equatorial Guinea from 1979 to 2023. Drawing on a suite of biographical variables, we find evidence that certain professional and personal traits have made elites less likely to be dismissed at different eras of Obiang's rule. However, co-regionality has been an enduring preference in his elite strategy, suggesting his preference for friends from back home. These findings demonstrate how elite strategies of dictators move beyond the ethnocentric and evolve alongside broader regime characteristics.", + "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 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.", + "input": "Abstract: We examine the welfare effects of the endogenous decision and release timing of weight placed on the rival's profits under relative performance evaluation with quantity competition and asymmetric marginal costs. We find that when the advantaged firm decides and releases the weight as the leader, it always chooses a negative weight on relative performance evaluation, whereas the disadvantaged firm may choose a positive or negative weight depending on the degree of product substitution. Furthermore, we demonstrate that while all firms prefer to release weights early, this situation does not improve social welfare in several economic environments.", "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: 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", + "input": "Abstract: In 1971 the Sri Lankan Prime Minister tabled the Indian Ocean as a Zone of Peace at the 26th United Nations General Assembly, marking the state's international debut at the global stage. This article analyses the trajectory of this highly significant initiative in the context of rapidly evolving political instabilities within Sri Lanka and across the Indian Ocean region. It argues that Sri Lanka's pursuit of peace during the 1970s and 1980s stemmed from multiple threats to its sovereignty combined with the state's desire to develop strategic allies and the material donations that flowed from those relations. The pursuit saw Sri Lanka align with India, the USA, the Soviet Union, and Britain at moments of political deterioration. These alignments enabled the Sri Lankan government to seek material supports to address breakdowns of political relations with the Janatha Vimukthi Peramuna in the south and Tamils in the north and east. The article argues that the Sri Lankan pursuit of peace irrevocably transformed Indian Ocean internationalisms and shows how a small state aligned to suit its political needs. The pursuit also linked Sri Lanka's Indian Ocean peace efforts to a liberal order in problematic ways and strengthened international backing for violence against its citizens.", + "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: 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: 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: 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: The critical-state theory (CST) serves as the foundation of modern soil mechanics and has gained widespread acceptance for explaining the behavior of granular materials. The classical CST does not address the fabric anisotropy of granular materials, leading to questions about the uniqueness of the critical state when considering such anisotropy. Recently, the development of anisotropic critical-state theory (ACST) highlights that fabric anisotropy of granular materials should reach a unique normalized value at the critical state. However, ACST does not specify which fabric tensor is used to characterize the microstructure of soils. In this study, we present a comprehensive characterization of various soil fabrics, including contact-based fabric tensor, void-based fabric tensor, and particle-void fabric, respectively. We employ three-dimensional clumped particles to approximate different shapes of Toyoura sand particles, which makes the characterization of soil fabric more accurate. Discrete element method simulations of conventional triaxial compression tests under both drained and undrained conditions are conducted on soil samples with different initial confining pressures and void ratios. The evolution of various fabrics toward the critical state is compared and discussed. Moreover, we establish relationships among contact-based fabric, void-based fabric, particle-void fabric, mean effective stress, and void ratio at the critical state. The study provides new insights into understanding the relations between the critical state and the microstructure of granular soils.", + "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: 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", + "input": "Abstract: BACKGROUND: Avoiding missed diagnosis and therapeutic delay for significant blunt bowel and mesenteric injuries (sBBMIs) after trauma is still challenging despite the widespread use of computed tomography (CT). Several scoring tools aiming at reducing this risk have been published. The purpose of the present work was to assess the incidence of delayed (>24 hours) diagnosis for sBBMI patients and to compare the predictive performance of three previously published scores using clinical, radiological, and laboratory findings: the Bowel Injury Prediction Score (BIPS) and the scores developed by Raharimanantsoa Score (RS) and by Faget Score (FS).METHODS: A population-based retrospective observational cohort study was conducted; it included adult trauma patients after road traffic crashes admitted to Lausanne University Hospital, Switzerland, between 2008 and 2019 (n = 1,258) with reliable information about sBBMI status (n = 1,164) and for whom all items for score calculation were available (n = 917). The three scores were retrospectively applied on all patients to assess their predictive performance.RESULTS: The incidence of sBBMI after road traffic crash was 3.3% (38 of 1,164), and in 18% (7 of 38), there was a diagnostic and treatment delay of more than 24 hours. The diagnostic performances of the FS, the RS, and the BIPS to predict sBBMI, expressed as the area under the receiver operating characteristic curve, were 95.3% (95% confidence interval [CI], 92.7-97.9%), 89.2% (95% CI, 83.2-95.3%), and 87.6% (95% CI, 81.8-93.3%) respectively.CONCLUSION: The present study confirms that diagnostic delays for sBBMI still occur despite the widespread use of abdominal CT. When CT findings during the initial assessment are negative or equivocal for sBBMI, using a score may be helpful to select patients for early diagnostic laparoscopy. The FS had the best individual diagnostic performance. However, the BIPS or the RS, relying on clinical and laboratory variables, may be helpful to select patients for early diagnostic laparoscopy when there are unspecific CT signs of bowel or mesenteric injury.LEVEL OF EVIDENCE: Prognostic and Epidemiological; Level III.", + "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 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.", + "input": "Abstract: The binary categories of harm and benefit have often shaped how historians frame discussions of insects. Scientists also leverage the binary framing of insects as tools and targets to carry out their work, especially in the development of biological technologies for pest control. This essay emphasizes how binaries function in scientific practice. Two case studies spanning from the twentieth century to the recent past illustrate the shift away from chemicals in pest management and, in doing so, show the instability of binary categories over the longue duree. Noticing ambivalent insects affords a way to widen narrative options and identify new opportunities for investigating insect histories.", "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: 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: Oil and gas installations, offshore windfarms and other artificial constructions may enhance marine ecosystems and have been proposed to help meet conservation targets. A study synthesizes existing literature to reveal global patterns in their ecological effectiveness.", + "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 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": "Geography", + "input": "Abstract: BACKGROUND: It is unknown whether D2 lymphadenectomy + complete mesogastric excision for gastric cancer improves survival compared with just D2 lymphadenectomy.METHODS: Between September 2014 and June 2018, patients with advanced gastric cancer were randomly assigned (1 : 1) to laparoscopic D2 lymphadenectomy or D2 lymphadenectomy + complete mesogastric excision gastrectomy. The modified intention-to-treat population was defined as patients who had pathologically confirmed gastric adenocarcinoma (pT1 N1-3 M0 and pT2-4 N0-3 M0). The primary endpoint was 3-year disease-free survival. Secondary endpoints were the recurrence pattern and overall survival.RESULTS: The median follow-up of patients in the D2 lymphadenectomy group (169 patients) and patients in the D2 lymphadenectomy +complete mesogastric excision group (169 patients) was 55 (interquartile range 37-60)\u2005months and 51 (interquartile range 40-60)\u2005months respectively. Recurrence occurred in 50 patients in the D2 lymphadenectomy group (29.6%) versus 33 patients in the D2 lymphadenectomy + complete mesogastric excision group (19.5%) (P = 0.032). The 3-year disease-free survival was 75.5% (95% c.i. 68.3% to 81.3%) in the D2 lymphadenectomy group versus 85.0% (95% c.i. 78.7% to 89.6%) in the D2 lymphadenectomy + complete mesogastric excision group (log rank P = 0.042). The HR for recurrence in the D2 lymphadenectomy + complete mesogastric excision group versus the D2 lymphadenectomy group was 0.64 (95% c.i. 0.41 to 0.99) by Cox regression (P = 0.045). The 3-year overall survival rate was 77.5% (95% c.i. 70.4% to 83.1%) in the D2 lymphadenectomy group versus 85.8% (95% c.i. 79.6% to 90.2%) in the D2 lymphadenectomy + complete mesogastric excision group (log rank P = 0.058). The HR for death in the D2 lymphadenectomy + complete mesogastric excision group versus the D2 lymphadenectomy group was 0.64 (95% c.i. 0.41 to 1.02) (P = 0.058).CONCLUSION: Compared with conventional D2 dissection, D2 lymphadenectomy + complete mesogastric excision is associated with better disease-free survival, but there is no statistically significant difference in overall survival.REGISTRATION NUMBER: NCT01978444 (http://www.clinicaltrials.gov).", + "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 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.", - "output": "Demography", + "input": "Abstract: The quantitative determination of corrosion products is essential for evaluating the corrosion state of archeological iron artifacts. This study explored two semiquantitative approaches using Raman mapping technique combined with chemometrics to quantify a binary mixture of magnetite and goethite. The first approach involved establishing quantification models using Raman spectra treated with Principal Components Regression (PCR) and Partial Least Squares (PLS) algorithms. Both the PCR and PLS model showed good predictive ability as indicated by correlation coefficients and root mean square errors (PLS: R c 2 = 0.9979, R p 2 = 0.9970, RMSEC = 1.93, RMSEP = 2.68, RMSECV = 3.25). The second approach was based on spectral fitting using non-negative least squares (NNLS) algorithm. This method demonstrated a fair accuracy between the calculated and actual compositions. The absolute value of relative errors was 0.99% similar to 10.08% for Fe 3 O 4 and 0.81% similar to 9.71% for alpha-FeOOH respectively, for compositions greater than 20%. These methods were then applied to quantify the corrosion products on an iron bar excavated from the Nanhai (South China Sea) No. I shipwreck. Compared with XRD quantitative results, Raman results showed that the spectral fitting method was superior to the established PCA and PLS quantification models in both qualitative determination and quantitative accuracy. Compositional maps depicting the distribution of different phases were also generated using spectral fitting method. It was concluded that Raman mapping has significant potential as an accurate quantitative method for the detection of iron corrosion products, and that the spectral fitting method is more suitable for determining iron corrosion compared to the PCR and PLS quantification models in this study. (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 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", + "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": "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 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: Background The variety of available flavors in e-cigarettes may be a driver for young people to start using these products. The objectives of our study were to examine the relationship between sensation-seeking behavior and e-cigarette use, and to identify the predictors of flavor use patterns among adolescents in Indonesia.Methods Students aged 15 to 24 years participated from randomly selected high schools and universities in Indonesia. Participants answered questions about their demographic data, e-cigarette use, conventional cigarette use, and sensation-seeking. Flavor preferences were identified from eight different flavor categories. Multivariate multinomial regression analysis was employed to predict conventional cigarette and e-cigarette use among students. A latent class analysis was conducted to determine the number of latent classes of flavor use.Results One thousand six hundred high school and university students, with a mean age of 18.2 years (SD 2.19), were recruited between March and August, 2023. Conventional cigarette use in the past 30 days was higher (16.3%) compared to e-cigarette use (13.3%, p = 0.017), with approximately 8.5% of students were being dual users. Higher levels of sensation-seeking significantly increased the odds of being a current e-cigarette user (OR = 2.54, 95%CI 1.99-3.25) and a current conventional cigarette smoker (OR = 2.38, 95%CI 1.85-3.07). Three groups of flavor classes were identified: 1) primarily menthol flavor users (14%), who had a strong association with current conventional cigarette use; 2) experimenters, who mostly preferred fruit-flavored e-cigarettes (76%); and 3) the multi-flavor user group (10%), who had a higher sensation-seeking tendency.Conclusions Flavors, especially menthol and fruit flavors, attract youth, broaden the e-cigarette audience and are particularly appealing to high sensation-seekers. Banning these flavors could significantly deter e-cigarette initiation among youth.", + "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: 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", + "input": "Abstract: The annual SIM Peter Baehr lecture celebrates the founding of the Netherlands Institute of Human Rights (SIM) in 1981 and commemorates the late Peter Baehr, one of SIM's former directors and an eminent human rights scholar. The 2023 lecture was delivered at Utrecht University on 30 November by Hilary Charlesworth, judge at the International Court of Justice and renowned scholar of international law and human rights.", + "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 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.", + "input": "Abstract: Purpose. To investigate whether intensive follow-up (INT) after surgery for endometrial cancer impact health-related quality of life (HRQoL) and healthcare costs compared to minimalist follow-up (MIN), in the absence of evidence supporting any benefit on 5-year overall survival. Methods. In the TOTEM trial, HRQoL was assessed using the SF-12 and the Psychological General Well-Being (PGWB) questionnaires at baseline, after 6 and 12 months and then annually up to 5 years of follow-up. Costs were analyzed after 4 years of follow-up from a National Health Service perspective, stratified by risk level. The probability of missing data was analyzed for both endpoints. Results. 1847 patients were included in the analyses. The probability of missing data was not influenced by the study arms (MIN vs INT OR: 0.97 95%CI: 0.87-1.08). Longitudinal changes in HRQoL scores did not differ between the two follow-up regimens (MIN vs INT SF-12 PCS: -0.573, CI95%: -1.31; 0.16; SF-12 MCS: -0.243, CI95%: -1.08; 0.59; PGWB: -0.057, CI95%: -0,88; 0,77). The mean cost difference between the intensive and minimalist arm was euro531 for low-risk patients and euro683 for high-risk patients. Conclusion. In the follow-up of endometrial cancer after surgery, a minimalist treatment regimen did not affect quality of life and was cost-saving in both low-risk and high-risk recurrence patients. As previous results showed no survival benefit, a minimalist approach is justified. The relevant proportion of missing data on secondary outcomes of interest could be a critical point that deserves special attention. (c) 2024 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http:// creativecommons.org/licenses/by/4.0/).", + "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: Atrial fibrillation (AF) often escapes detection, given its frequent paroxysmal and asymptomatic presentation. Deep learning of transthoracic echocardiograms (TTEs), which have structural information, could help identify occult AF. We created a two-stage deep learning algorithm using a video-based convolutional neural network model that (1) distinguished whether TTEs were in sinus rhythm or AF and then (2) predicted which of the TTEs in sinus rhythm were in patients who had experienced AF within 90 days. Our model, trained on 111,319 TTE videos, distinguished TTEs in AF from those in sinus rhythm with high accuracy in a held-out test cohort (AUC 0.96 (0.95-0.96), AUPRC 0.91 (0.90-0.92)). Among TTEs in sinus rhythm, the model predicted the presence of concurrent paroxysmal AF (AUC 0.74 (0.71-0.77), AUPRC 0.19 (0.16-0.23)). Model discrimination remained similar in an external cohort of 10,203 TTEs (AUC of 0.69 (0.67-0.70), AUPRC 0.34 (0.31-0.36)). Performance held across patients who were women (AUC 0.76 (0.72-0.81)), older than 65 years (0.73 (0.69-0.76)), or had a CHA2DS2VASc >= 2 (0.73 (0.79-0.77)). The model performed better than using clinical risk factors (AUC 0.64 (0.62-0.67)), TTE measurements (0.64 (0.62-0.67)), left atrial size (0.63 (0.62-0.64)), or CHA2DS2VASc (0.61 (0.60-0.62)). An ensemble model in a cohort subset combining the TTE model with an electrocardiogram (ECGs) deep learning model performed better than using the ECG model alone (AUC 0.81 vs. 0.79, p = 0.01). Deep learning using TTEs can predict patients with active or occult AF and could be used for opportunistic AF screening that could lead to earlier treatment.", "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: 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: This paper proposes an archaeometric contribution to the study of the Inca pottery style from the southeastern frontier of Tawantinsuyu, also known as the Inca Empire, located in Central Western Argentina (CWA). In complementing previous research, a geochemical and mineralogical characterisation of ceramics from various Inca and local sites is carried out by combining X-ray fluorescence analysis (WD-XRF), powder X-ray diffraction analysis (PXRD) and scanning electron microscopy (SEM-EDX). The exhaustive statistical treatment and discussion of the chemical data, complemented by mineralogical and microstructural data gathered through PXRD and SEM-EDX techniques, provide significant insights into the provenance of raw materials, paste recipes, firing conditions, estimated firing temperature and post-depositional contaminations. A complex structure comprising six meaningful ceramic groups has been identified, with some of them attributed to hypothetical provenance areas defined by previous research. Additionally, many ceramics remained ungrouped. Despite the identified compositional variability, certain technological attributes exhibit a higher degree of homogeneity. The estimated firing temperature and microstructure of the pottery denote some control over firing conditions to produce vessels with high mechanical strength and toughness suitable for storage and short-distance distribution. The results of both compositional and technological analyses point to the existence of multiple production loci within a domestic or communitarian model of production sharing the same pottery tradition.", + "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: 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.", + "input": "Abstract: The cultural heritage sector has increasingly explored the use of micro-CT (mu CT) across numerous projects seeking to better understand past cultures and the materials they have left behind. As such, the role of micro-CT (mu CT) is still being developed and projects continue to show novel ways that the technology can be adapted to. The Gjellestad ship, located in Halden (ostfold in Viken), Norway, is dated to the Viking Age and was found in a poor state of preservation. Both organic and metallic materials were deteriorated to the degree that standard excavation methods would have resulted in further damage to, or even the destruction of, these elements. A new approach was needed, and this presented an opportunity to explore the use for mu CT as a documentative tool for field archaeology and conservation. As the remaining rivets were too fragile to handle directly, they were removed together with the surrounding matrix as soil blocks. To retain important stratigraphic and position information, a georeferencing system was developed that would be visible to mu CT and included within each soil block. This enabled the spatial (re)positioning of the soil blocks by use of 3D GIS and in alongside with other spatial documentation gathered at the time of excavation. The quantity of soil blocks will give us a large dataset to work with and, although we continue to document the soil blocks with mu CT, we now can discuss our preliminary results pertaining to the positive impact that mu CT has for the documentation, conservation, and reconstruction of cultural heritage.(c) 2023 The Author(s). Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", "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: 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: Design criticism plays a crucial role in fostering critical thinking and boosting creativity among design students, highlighting its significance in college design education. Engaging with design-related critical materials is a prevalent approach to strengthen design criticism. This study aims to investigate the eye movement strategies employed by both design and non-design students when reading critical materials, aiming to discern their impact on design criticism. A total of 26 product design students (male = 16, female = 10) and 26 non-design students (male = 11, female = 15) participated in the study. The participants wore eye trackers and read two design proposals with critical viewpoints, followed by a critical report for each proposal. Additionally, they completed the Design Criticism Scale. The study compared differences between design and non-design students, explored correlations among various factors, and conducted a lag sequential analysis of eye movement behaviors. Design students outperformed non-design students in personal insights and self-evaluation of design criticism. Compared to non-design students, design students exhibited a higher focus on the images during reading, as evidenced by more fixations shifting from other regions to the images. The degree of attention to images was positively correlated with personal insights. Design students' design criticism skills were positively correlated with the recall of perspectives, whereas non-design students' design criticism skills were positively associated with personal insights. The focus on images played a pivotal role in the formation of critical thinking. Additionally, the study offers recommendations for enhancing university design 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: 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.", - "output": "Law", + "input": "Abstract: In image denoising, deep convolutional neural networks (CNNs) can obtain favorable performance on removing spatially invariant noise. However, many of these networks cannot perform well on removing the real noise (i.e. spatially variant noise) that is generated during image acquisition or transmission, which severely impedes their application in practical image denoising tasks. In this paper, we propose a novel Dual -branch Residual Attention Network (DRANet) for image denoising, which has both the merits of a wide model architecture and the attention -guided feature learning. The proposed DRANet includes two different parallel branches, which can capture complementary features to enhance the learning ability of the model. We designed a new residual attention block (RAB) and a novel hybrid dilated residual attention block (HDRAB) for the upper and lower branches, respectively. The RAB and HDRAB can capture rich local features through multiple skip connections between different convolutional layers, and the unimportant features can be dropped. Meanwhile, the long skip connections in each branch and the global feature fusion between the two parallel branches can effectively capture the global features as well. Extensive experiments demonstrate that compared with other state-of-theart denoising methods, our DRANet can produce competitive denoising performance both on the synthetic and real -world noise removal. The code for DRANet is accessible at https://github.com/WenCongWu/DRANet.", + "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: 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", + "input": "Abstract: Predicting weak and hidden faults in unmanned aerial vehicles (UAVs) is challenging due to their variable operation conditions and complex mechanisms. Conventional neural network models process the multisensory data in the form of Euclidean structure, the intrinsic connections among the individual data points are easy to be disregarded. Additionally, multisensory data are always directly fed into the model without adequately considering the importance or contribution of each sensor. Hence, an UAV fault prediction method is proposed by combining entropy weight fusion with a temporal graph convolutional network (GCN) to address the above problems. Firstly, the importance of multisensory data of UAVs are evaluated by each entropy value, and the multisensory data fusion is further realized by multiplying corresponding signal and entropy weight. Secondly, the multisensory data combined with fusion data are transferred together into graph-structure by adjacent matrix based on the node connection between different sensor data. Finally, the graph-structure data with non-Euclidian distance properties are input into temporal GCN to both capture the spatial and temporal relationship of the data, achieving better fault prediction results of UAVs. It is demonstrated that the proposed method is both applicable and superior in characterizing and predicting fault time series information of UAVs through parameter analysis and comparison studies with various existing algorithms.", + "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 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: Drug waste poses a real threat to human health and the environment. Therefore, recycling and sustainability scholars have recently sought practical solutions to the drug waste problem. Furthermore, several governments have made significant efforts to reduce the negative effects of waste, such as establishing programs to take back unwanted drugs (expired and unused) for recycling (i.e., drug reuse or drug redispersing). However, many of these programs have failed to achieve their goals. In this context, it is expected that creating green start-ups to collect unwanted drugs will contribute to solving this problem. Accordingly, this study aims to investigate the antecedents of intentions to create green start-ups for collecting unwanted drugs. To this end, the authors integrate start-up self-efficacy and drug waste collection-related knowledge constructs into the theory of planned behavior (TPB). Using a self-administered paper questionnaire and relying on a convenience sample, data were collected from 328 students in six Algerian universities. A hierarchical multiple regression was conducted to test the proposed study model. Theresults revealed that perceived behavioral control (PBC) (beta = 0.187, p < 0.001), attitudes (beta = 0.182, p = 0.002), start-up self-efficacy (beta = 0.169, p = 0.001), drug waste collection-related knowledge (beta = 0.161, p < 0.001), and subjective norms (beta = 0.088, p < 0.05) have a positive significant effect on the intention to create a start-up to collect unwanted drugs. In conclusion, this paper contributes to reducing drug waste by investigating the drivers of intention to create green start-ups for collecting unwanted drugs. Therefore, our study is expected to provide valuable insights for hospitals, pharmacies, pharmaceutical manufacturers, environmental protection associations, and stakeholders interested in reverse logistics.", + "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: 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.", + "input": "Abstract: PURPOSE: Almost 200,000 tongue cancers were diagnosed worldwide in 2020. The aim of this study was to describe occupational risk variation in this malignancy.METHODS: The data are based on the Nordic Occupational Cancer (NOCCA) study containing 14.9million people from the Nordic countries with 9020 tongue cancers diagnosed during 1961-2005. The standardized incidence ratio (SIR) of tongue cancer in each occupational category was calculated using national incidence rates as the reference.RESULTS: Among men, the incidence was statistically significantly elevated in waiters (SIR 4.36, 95% confidence interval (CI) 3.13--5.92), beverage workers (SIR 3.42, 95% CI 2.02-5.40), cooks and stewards (SIR 2.55, 95% CI 1.82-3.48), seamen (SIR 1.66, 95% CI 1.36-2.00), journalists (SIR 1.85, 95% CI 1.18-2.75), artistic workers (SIR 2.05, 95% CI 1.54-2.66), hairdressers (SIR 2.17, 95% CI 1.39-3.22), and economically inactive persons (SIR 1.57, 95% CI 1.42-1.73). Among women, the SIR was statistically significantly elevated only in waitresses (SIR 1.39, 95% CI 1.05-1.81). Statistically significant SIRs\u22640.63 were observed in male farmers, gardeners, forestry workers and teachers, and in female launderers.CONCLUSIONS: These findings may be related to consumption of alcohol and tobacco, but the effect of carcinogenic exposure from work cannot be excluded.", "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: 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: BACKGROUND: The Zambian government has implemented a public health response to control the HIV epidemic in the country. Zambia conducted a population-based HIV impact assessment (ZAMPHIA) survey in 2021 to assess the status of the HIV epidemic to guide its public health programs.METHODS: ZAMPHIA 2021 was a cross-sectional two-stage cluster sample household survey among persons aged \u226515\u200ayears conducted in Zambia across all 10 provinces. Consenting participants were administered a standardized questionnaire and whole blood was tested for HIV according to national guidelines. HIV-1 viral load (VL), recent HIV infection, and antiretroviral medications were tested for in HIV-seropositive samples. Viral load suppression (VLS) was defined as <1000\u200acopies/ml. ZAMPHIA 2021 results were compared to ZAMPHIA 2016 for persons aged 15-59\u200ayears (i.e., the overlapping age ranges). All estimates were weighted to account for nonresponse and survey design.RESULTS: During ZAMPHIA 2021, of 25 483 eligible persons aged \u226515\u200ayears, 18 804 (73.8%) were interviewed and tested for HIV. HIV prevalence was 11.0% and VLS prevalence was 86.2% overall, but was <80% among people living with HIV aged 15-24\u200ayears and in certain provinces. Among persons aged 15-59\u200ayears, from 2016 to 2021, HIV incidence declined from 0.6% to 0.3% ( P -value: 0.07) and VLS prevalence increased from 59.2% to 85.7% ( P -value: <0.01).DISCUSSION: Zambia has made substantial progress toward controlling the HIV epidemic from 2016 to 2021. Continued implementation of a test-and-treat strategy, with attention to groups with lower VLS in the ZAMPHIA 2021, could support reductions in HIV incidence and improve overall VLS in Zambia.", + "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: 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", + "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: 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.", + "input": "Abstract: The urban planning evolution of Jaffa has been significantly shaped by political dynamics and conflict. Before 1948, Jaffa exhibited a diverse population and a distinctive urban layout reflective of its unique character. The British and Arab vision of the time aimed to expand and modernize Jaffa's urban fabric; however, the establishment of the State of Israel in 1948 led to a reevaluation of urban plans to accommodate a growing Jewish population and their vision for a modern city. Focusing on specific neighbourhoods, this article delves into the intricate interplay of social, political, and economic forces that have shaped Jaffa's urban structure, planning strategies, and development outcomes. Through this examination, valuable insights emerge, shedding light on the role of planning in shaping the social fabric of cities navigating significant historical and geopolitical transitions. The article emphasizes the delicate balance between modernization imperatives and the preservation of cultural heritage, underscoring the significance of fostering social inclusion and pursuing equitable development.", "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: 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.", + "input": "Abstract: Purpose Surgery offers exciting opportunities but comes with demanding challenges that require attention from both surgical program administrators and aspiring surgeons. The hashtag #NoTrainingTodayNoSurgeonsTomorrow on X (previously Twitter) underscores the importance of ongoing training. Our scoping review identifies educational challenges and opportunities for the next generation of surgeons, analyzing existing studies and filling gaps in the literature.Methods Following the PRISMA guidelines, MEDLINE/PubMed was searched in February 2022, using the MeSH terms surgeons/education, for articles in English or German on general, abdominal, thoracic, vascular, and hand surgery and traumatology targeting medical students, surgical residents, future surgeons, and fellows.Results The initial search yielded 1448 results. After a step-by-step evaluation process, 32 publications remained for complete review. Three main topics emerged: surgical innovations and training (n = 7), surgical culture and environment (n = 19), and mentoring (n = 6). The articles focusing on surgical innovations and training mainly described the incorporation of structured surgical training methods and program initiatives. Articles on surgical culture examined residents' burnout, well-being, and gender issues. Challenges faced by women, including implicit bias and sexual harassment, were highlighted. Regarding mentoring, mentees' needs, training challenges, and the qualities expected of both mentors and mentees were addressed.Conclusion At a time of COVID-19-driven surgical innovations, the educational and working environment of the new generation of surgeons is changing. Robotic technology and other innovations require future surgeons to acquire additional technological and digital expertise. With regard to the cultural aspects of training, surgery needs to adapt curricula to meet the demands of the new generation of surgeons, but even more it has to transform its culture.", "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: 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?", + "input": "Abstract: Representations of the slim body have traditionally been at the centre of scholarly interest in dieting culture, whereas food often remains a shadowy presence compared with more persistent themes of body discipline, slenderness and anti-fat messages. This article offers a different perspective on weight-loss dieting, placing food at the very centre of the analysis. By examining different diets in British and Scandinavian ladies' magazines from the 1890s to the 1920s, I argue that the gendering of different foods was central to the changes that weight-loss diets went through at the turn of the twentieth century, when the meat-heavy diets associated with male dieting were gradually transformed. That this process was initiated within the feminine beauty culture promoted by ladies' magazines is reinforced by the fact that weight-loss diets changed well before mainstream nutritional advice did. The empirical analysis shows that this process of feminisation tied weight-loss diets to existing, vegetarian beauty routines for a good complexion, suggesting that modern dieting culture is not only about slimming, but can be seen as a variation of a theme within beauty culture that centres around the imagined impact of different foods on the gendered body.", "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 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: River restoration in urbanising contexts faces multiple pressures and increased governance complexities. The aspiration for basin-scale policy integration has been widely promoted but is not well tested in urbanising rivers and implementation success remains disjointed across jurisdictions. We link the multi-level governance lens with the notion of place to facilitate a deeper examination of the unique assemblages of socio-material configurations that embed restoration practices across locations. Employing an embedded qualitative case study of the Citarum revitalisation in Indonesia, where a territorialised military operation co-existed with multi-level arrangements, we show that variability, rather than consistency, of governance approaches persisted across geographies. The variabilities were shaped by different place-based conditions - critical in influencing restoration practices and governance processes - such as place leadership, attachment to river, neighbourhood stewardships, issue-based networks and a sense of legitimacy. Thus, our study challenges the normative primacy of the basin-scale integration in existing water governance research and policy, while offering a more robust and critical approach towards gathering place-based insights and in situ evidence of governance complementarity and inconsistency.", + "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: 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", + "input": "Abstract: Background Raspberry leaf use during pregnancy in Australia is widespread. There has been little research exploring the potential beneficial or harmful effects of raspberry leaf on pregnancy, labour, and birth. More research is needed to appropriately inform childbearing women and maternity healthcare professionals on the effects of raspberry leaf so that women can make informed choices.Methods This study aimed to determine associations between raspberry leaf use in pregnancy and augmentation of labour and other secondary outcomes. Data was derived from questionnaires which captured demographic information and herbal use in pregnancy. Clinical outcomes were accessed from the maternity services' clinical database. Data analysis was conducted in R via package 'brms' an implementation for Bayesian regression models.Results A total of 91 completed records were obtained, 44 exposed to raspberry leaf and 47, not exposed. A smaller proportion of women in the raspberry leaf cohort had augmentation of labour, epidural anaesthesia, instrumental births, caesarean section, and postpartum haemorrhage. A larger proportion had vaginal birth and length of all phases of labour were shorter. Under these conditions the use of raspberry leaf was strongly predictive of women not having their labours medically augmented.Conclusions While our study demonstrated that raspberry leaf was strongly predictive of women not having their labours medically augmented, the results cannot be relied on or generalised to the wider population of pregnant women. While there were no safety concerns observed in our study, this should not be taken as evidence that raspberry leaf is safe. A randomised controlled trial is urgently needed to provide women and healthcare providers with robust evidence on which to base 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: 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", + "input": "Abstract: Leonardo Bruni (1377-1444), chancellor of Florence, is today more famous as an initiator of civic humanism and a proponent of early modern republicanism than as a historian of medieval Florence. He owes this position most of all to Hans Baron, who argued that Florentine civic humanism-an exemplary mode of communal existence dedicated to the active life-as found particularly in Bruni's writings, stemmed from the resurgence of interest in antiquity, which pointed forward to a liberating, civilizing, and progressive modernity. Though James Hankins has recently argued that the dual theses of civic humanism and republicanism are mischaracterizations of the larger thrust of Italian Renaissance political thought, the scholarly literature overwhelmingly portrays Leonardo Bruni as incipiently modern and, by definition, un-medieval. But in emphasizing the role of antiquity in Bruni's modern thought, scholars have overlooked the importance of medieval history in the formulation and the content of Bruni's arguments. This article seeks to rectify this misappreciation by demonstrating how that quintessential medieval struggle, the conflict between popes and emperors, plays a central role in Bruni's political thought as it is found in the History of the Florentine People, written from 1415/16 to 1444.", + "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 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", + "input": "Abstract: Purpose To examine the correlation between body mass index (BMI) and mental well-being in Chinese nurses during the COVID-19 epidemic.Method This study was conducted in a tertiary hospital using a cross-sectional design. A total of 2,811 nurses were enlisted at Shengjing Hospital in China during the period from March to April, 2022. Information was gathered through a questionnaire that individuals completed themselves. The mental health of the participants was assessed using the Patient Health Questionnaire-9 and the Generalized Anxiety Disorder Assessment-7. Binary logistic regression was used to calculate adjusted odds ratios (ORs) and their corresponding 95% confidence intervals.Results The prevalence of nurses experiencing depression and anxiety was 7.8% (219) and 6.7% (189), respectively. Regarding depression after adjustment, the odds ratios (ORs) for each quartile, compared to the lowest quartile, were as follows: 0.91 (95% confidence interval [CI]: 0.53, 1.56), 2.28 (95% CI: 0.98, 3.77), and 2.32 (95% CI: 1.41, 3.83). The p-value for trend was found to be 0.001. The odds ratios (ORs) for anxiety after adjustment were 2.39 (0.83, 4.36), 4.46 (0.51, 7.93), and 2.81 (1.56, 5.08) when comparing the highest quartiles to the lowest quartile. The p-value for trend was 0.009.Conclusion This study found a positive association between BMI and poor mental health among nurses during the COVID-19 pandemic, particularly in those who were overweight or obesity. The findings could assist in developing interventions and help policy-makers establish appropriate strategies to support the mental health of frontline nurses, especially those who are overweight or obesity.", + "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: 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: Mediaeval Arabic technical literature shows a keen interest in yellow dyes, paints, varnishes, inks, and even perfumes. Recipes reveal that yellow was viewed as just one step away from gold, with preparations for these two colours often sharing ingredients and techniques. In the unfolding of procedures and applications to different materials, from skin to textiles, Arabic sources also offer a glimpse into daily life and shared tastes, presenting luxury objects along with their imitations. This paper traces the role played by yellow and gold in inks, cosmetic dyes, and coloured, scented fabrics, exploring the textual dimension of these recipes, their technical features, and their social role between the court and the street. It also presents translations of several important recipes for yellow and gold dyes, which illustrate their diversity of applications, while also addressing such material problems as durability and substitution.", + "output": "History", "system": "", "history": [] }