Model: MaxNoichl/discipline-tuned_specter_1_001
Author: MaxNoichl
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7828, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:allenai/specter, base_model:finetune:allenai/specter, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: allenai/specter
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7828, loss:TripletLoss
base_model: allenai/specter
widget: source_sentence: The Taiwan Government follows the policy of active aging to prevent frailty. However, the current services lack cultural safety toward the Indigenous peoples and would benefit from a broader perspective on what active aging may entail. In this research, we study local perceptions of active aging among older Indigenous Tayal taking part in a local day club. The study identifies two formal activities that foster active aging: (a) information meetings about health and illness and (b) physical activities. In addition, two informal activities highlighted by the participants themselves were identified as necessary for promoting healthy and active aging: Cisan and Malahang. While Cisan means "social care," Malahang means "interrelational care practices." In conclusion, we argue for the relevance of listening to Indigenous older adults' voices to develop long-term care services adapted to their cultural values, linguistic competence, and cosmology.
sentences: ADVERTISEMENT RETURN TO ISSUEPREVArticleNEXTLaser Raman spectroscopy as a mechanistic probe of the phosphate transfer from adenosine triphosphate in a model systemAaron Lewis, Nathan Nelson, and Efraim RackerCite this: Biochemistry , , , 00000000Publication Date (Print):April , 0000Publication History Published online0 May 0000Published inissue April 0000https://pubs.acs.org/doi/ /bi00000a000https://doi.org/ /bi00000a000research-articleACS PublicationsRequest reuse permissionsArticle Views00Altmetric-Citations0LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InRedditEmail Other access optionsGet e-Alertsclose Get e-Alerts, Existing cognitive health literature focuses on the perspectives of older adults with dementia. However, little is known about the ways in which healthy older adults without dementia understand their cognitive health. In rural communities, early dementia diagnosis may be impeded by numerous factors including transportation challenges, cultural obstacles, and inadequate access to health and support services. Based on participant observation and two waves of semi-structured interviews, this study examined healthy, rural older adults' perceptions of cognitive health. By providing an innovative theoretical foundation informed by local perspectives and culture, findings reveal a complex and multidimensional view of cognitive health. Rural older adults described four key areas of cognitive health ranging from independence to social interaction. As policy makers, community leaders, and researchers work to address the cognitive health needs of the rural aging demographic, it is essential that they listen to the perspectives of rural older adults., Juvenile Court Judges JournalVolume , Issue p. - From the President-Elect JUDGE CLAYTON W. ROSE, JUDGE CLAYTON W. ROSESearch for more papers by this author JUDGE CLAYTON W. ROSE, JUDGE CLAYTON W. ROSESearch for more papers by this author First published: October ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinked InRedditWechat No abstract is available for this article. Volume00, Issue0October 0000Pages - RelatedInformation, source_sentence: Mount Ciremai National Park (TNGC) is a National Park (TN) which has enormous ecological functions, especially as a water catchment area. Forest fires in TNGC occur every year and fluctuated from year to year. Forst fires destroy ecosystems and interfere the function of TNGC. Anti Fire Community (MPA) is a partnership which consist of local communities involved in forest fire control. Community partnership will never succeess without the MPA's participation. The research objectives are to describe the perception and participation of MPA on the forest fires control in TNGC and the implementation of MPA policies. This research method is done by questionnaires, observation and interviews. The results showed that MPA positively perceive that dry season as supporting factors and community activities that involve a fire as direct factors of forest fires. The public perception is not always in line with the participation. A strong perception does not guarantee a high participation, it might be the opposit (low participation). The highest MPA's participation in forest fires control is in forest fighting activities. Affecting factors on MPA's participation in forest fire control activities are economic factors ie wage, logistics dan goods. Occuring gap between the ideal conditions and real conditions is percent. Perceptions which is not in line with the participation and the emerge gap is suspected to cause unoptimized of forest fire control conducted by MPA in TNGC. Keywords: forest fire control, gap, MPA, particiation, perception
sentences: Objective To investigate the current status of clinical medical students' time engagement in extracurricular activities and its association with perceived stress, so to provide reference for promoting the moral, intellectual and physical development of clinical medical students as well as promoting the professional level of extracurricular activities in medical universities in China. Methods In December , altogether students of clinical medicine major in a medical university enrolled in were investigated. General information questionnaire, extracurricular activities time engagement questionnaire of medical students and -items perceived stress scale were used to conduct questionnaire survey. The relationship between time engagement of extracurricular activities and perceived stress of medical students was analyzed by orderly logistic regression. Results The medical students, % ( / ) and % ( / ) of them, spent more than hours per week on extracurricular study and leisure and recreation, % ( / ) of the students spent less than hours per week on physical exercise, % ( / ) of the students did not devote their time to volunteering. The perceived stress score of students was ( , ). After controlling personal and family characteristics, the results of ordinal logistic regression analysis indicated that the ones with high perceived stress devoted less time to extracurricular learning (OR= , %CI= ~ ), volunteering (OR= , %CI= ~ ) and exercising (OR= , %CI= ~ ). Conclusions Clinical medical students showed a low level of perceived stress. Perceived stress has a significant negative impact on students' time engagement in extracurricular learning, volunteering and physical exercise. Medical schools should focus on maintaining low level of perceived stress among clinical medical students. Key words: Medical students;Extracurricular activities;Time engagement;Perceived stress;Ordinal logistic regression, ADVERTISEMENT RETURN TO ISSUEPREVArticleNEXTLOCAL ANESTHETICS IN THE PYRROLE SERIES. IIF. F. Blicke and E. S. BlakeCite this: J. Am. Chem. Soc. , , , 00000000Publication Date (Print):March , 0000Publication History Published online0 May 0000Published inissue March 0000https://pubs.acs.org/doi/ /ja00000a000https://doi.org/ /ja00000a000research-articleACS PublicationsRequest reuse permissionsArticle Views000Altmetric-Citations00LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InRedditEmail Other access optionsGet e-Alertsclose Get e-Alerts, Recently a comprehensive source of data and information on carbon storage in various types of forest ecosystems and other land use in Java Island are still limited. This study was carried out in a conservation area of Bromo Tengger Semeru National Park (TNBTS) that represents the ecosystem types of lowland rain forest, sub-montane forests and mountain forests in Java. The information on carbon sequestration and carbon stocks at TNBTS becomes important. The main objective of this study was to estimate biomass and carbon storage in various types of forests in TNBTS using allometric approaches. The additional objectives were to estimate carbon storage on various land cover and to estimate the changes in carbon storage by land cover changes during the period , and . The measurement of forest carbon include aboveground, understorey, necromass and litter pools covering all ecosystem such as primary forest, secondary forest with high- and low- canopy density. This study found that the average of carbon stocks in primary forest were tonC/ha, and were tonC/ha in secondary forest. The total carbon stocks in the period has decreased about tonC/ha/year and in the period has increased about tonC/ha/year. The enhancement of carbon stocks in this area was driven by an intensive forest protection, good monitoring and land rehabilitation. Keywords: biomass, carbon storage, carbon stock, land cover , national park, source_sentence: In this paper, we present a novel multiple input multiple output (MIMO) linear parameter varying (LPV) state-space refinement system identification algorithm that uses tensor networks. Its novelty mainly lies in representing the LPV sub-Markov parameters, data and state-revealing matrix condensely and in exact manner using specific tensor networks. These representations circumvent the 'curse-of-dimensionality' as they inherit the properties of tensor trains. The proposed algorithm is 'curse-of-dimensionality'-free in memory and computation and has conditioning guarantees. Its performance is illustrated using simulation cases and additionally compared with existing methods.
sentences: This paper proposes a new predictive controller approach for nonlinear process based on a reduced complexity homogeneous, quadratic discrete-time Volterra model called quadratic S-PARAFAC Volterra model. The proposed model is yielded by using the symmetry property of the Volterra kernels and their tensor decomposition using the PARAFAC technique that provides a parametric reduction compared to the conventional Volterra model. This property allows synthesising a new nonlinear-model-based predictive control (NMBPC). We develop the general form of a new predictor, and therefore, we propose an optimisation algorithm formulated as a quadratic programming under linear and nonlinear constraints. The performances of the proposed quadratic S-PARAFAC Volterra model and the developed NMBPC algorithm are illustrated on a numerical simulation and validated on a benchmark as a continuous stirred-tank reactor system. Moreover, the efficiency of the proposed quadratic S-PARAFAC Volterra model and the NMBPC approach are validated on an experimental communicating two-tank system., Importance Several studies have found no temporal or demographic differences in the incidence of retinoblastoma except for age at diagnosis, whereas other studies have reported variations in incidence by sex and race/ethnicity. Objective To examine updated US retinoblastoma incidence patterns by sex, age at diagnosis, laterality, race/ethnicity, and year of diagnosis. Design, Setting, and Participants The Surveillance, Epidemiology, and End Results (SEER) databases were examined for retinoblastoma incidence patterns by demographic and tumor characteristics. We studied children in SEER registries, in SEER registries, and in SEER registries. Main Outcomes and Measures Incidence rates, incidence rate ratios (IRRs), and annual percent changes in rates. Results During - in SEER , there was a significant excess of total retinoblastoma among boys compared with girls (IRR, ; % CI, to ), in contrast to earlier reports of a female predominance. Bilateral retinoblastoma among white Hispanic boys was significantly elevated relative to white non-Hispanic boys (IRR, ; % CI, to ) and white Hispanic girls (IRR, ; % CI, to ) because of less rapid decreases in bilateral rates since the 0000s among white Hispanic boys than among the other groups. Retinoblastoma rates among white non-Hispanics decreased significantly since among those younger than year and since among those with bilateral disease. Conclusions and Relevance Although changes in the availability of prenatal screening practices for retinoblastoma may have contributed to these incidence patterns, further research is necessary to determine their actual effect on the changing incidence of retinoblastoma in the US population. In addition, consistent with other cancers, an excess of retinoblastoma diagnosed in boys suggests a potential effect of sex on cancer origin., Improving the health behaviour can help prevent stroke recurrence. The existing health education interventions require more human resource. There is a lack of constructing a low-cost, highly universal, and easy-to-use stroke secondary prevention platform based on the existing medical resources.This was a randomized controlled trial to test the effects of a digital learning platform on the health knowledge, beliefs, and behaviours of stroke patients from baseline to months after discharge. The control group received routine health education while the intervention group received health belief education during hospitalization and used a digital learning platform for months after discharge. The health knowledge was assessed by The Stroke Health Knowledge Questionnaire, health beliefs by The Short Form Health Belief Model Scale for Stroke Patients, and health behaviours by the Stroke Health Behavior Scale. A total of patients were included: each in the intervention group and the control group, of whom and completed the study, respectively. At months after discharge, ( ) the health knowledge score of the intervention group was insignificantly higher than that of the control group, ( ) the health belief score of the intervention group was significantly higher than that of the control group, and ( ) the intervention group had higher health behaviour scores especially in physical activity than that of the control group. Other health behaviour dimensions have time effect, but not significant.The digital learning platform can improve health behaviours of stroke patients months after discharge, especially in physical activity.ChiCTR0000000000., source_sentence: The present investigation was undertaken to study the involvement of Apatani women of Arunachal Pradesh in farm and home activities with the objective to study the selected socio-personal characteristics of Apatani women of Arunachal Pradesh and to identify the extent of involvement of Apatani women in selected farm and home activities.The study was conducted in Lower Subansiri district of Arunachal Pradesh.Four villages were selected for the present study.Data were collected with the help of interview schedule.Statistical technique viz., frequency, percentage, mean and standard deviation and coefficient correlation were used for analyzing the data.The study revealed that majority of the respondents were within the age group of - , belonged to Hindu religion were mostly illiterate, married, having nuclear family and member of one organization.Observations revealed that all the respondents independently participated in sowing of seed, nursery raising, leveling of field, weeding, gap filing and application of organic manure.The findings revealed that correlation between extent of participation in farm activities and land holding was negative and significant.While relationship between extent of participation in home activities with family size was positive and significantt.The mass media exposure and occupation of the family had positive and significant relationship with extent of participation in decision making pattern in home activities.The correlation between extent of participation in farm activities and land holding was negative and significant while relationship between extent of participation in home activities with family size was positive and significant.
sentences: The present investigation was conducted to assess the knowledge of farm women about farm broadcast 'Kheti Ri Baata' of state Department of Agriculture, Rajasthan.The study was conducted in four villages viz., Gadoli, Nandwel, Mavli and Thamla of randomly selected Mavli Panchayat Samiti of Udaipur district of Rajasthan.A sample of farm women was selected for the present study.Personal interview method was used for data collection.Frequency, percentage and mean per cent score were used for analysis of the data.More than half of the respondents ( %) were not aware about the farm broadcast and very few ( %) were viewing the programme regularly., Reninangiotensin aldosterone system inhibitors are for a long time extensively used for the treatment of cardiovascular and renal diseases. AT0 receptor blockers (ARBs or sartans) act as antihypertensive drugs by blocking the octapeptide hormone Angiotensin II to stimulate AT0 receptors. The antihypertensive drug candesartan (CAN) is the active metabolite of candesartan cilexetil (Atacand, CC). Complexes of candesartan and candesartan cilexetil with -hydroxylpropyl--cyclodextrin ( -HP--CD) were characterized using high-resolution electrospray ionization mass spectrometry and solid state 00C cross-polarization/magic angle spinning nuclear magnetic resonance (CP/MAS NMR) spectroscopy. The 00C CP/MAS results showed broad peaks especially in the aromatic region, thus confirming the strong interactions between cyclodextrin and drugs. This experimental evidence was in accordance with molecular dynamics simulations and quantum mechanical calculations. The synthesized and characterized complexes were evaluated biologically in vitro. It was shown that as a result of CAN's complexation, CAN exerts higher antagonistic activity than CC. Therefore, a formulation of CC with -HP--CD is not indicated, while the formulation with CAN is promising and needs further investigation. This intriguing result is justified by the binding free energy calculations, which predicted efficient CC binding to -HP--CD, and thus, the molecule's availability for release and action on the target is diminished. In contrast, CAN binding was not favored, and this may allow easy release for the drug to exert its bioactivity., Heterogeneous electron-transfer rate measurements using the scanning electrochemical microscope are reported for the [M(TCTA)](-/ ) couples (M = Mn, Fe, and Ni) in aqueous solution. Solution IR spectroscopy indicates that N( )O( ) coordination is preserved for each couple within the pH range of - , and susceptibility measurements indicate little or no interference from spin-state changes at room temperature. Marcus-Hush expressions were used to quantitatively relate structural differences between oxidation states to measured standard heterogeneous electron-transfer rate constants. Good correlation was obtained for the Fe couple, and structural changes associated with the Mn and Ni couples were estimated. In addition, the structure of the Fe(II) complex was determined by X-ray crystallography. The molecule [Fe(H( )O)( )][Fe(TCTA)]( ) is trigonal, space group P0( )/c (no. ) with a = b = ( ) A, c = ( ) A, and Z = . A notable feature of the structure is that the [Fe(TCTA)](-) complex is distributed between two different geometries, one being rigorously trigonal prismatic and the other having a antiprismatic twist., source_sentence: To deal with the theme of the "unrepresented" it is necessary to clarify what we mean by representation. Depending on whether a formal, substantial, descriptive or symbolic concept of representation is adopted, in fact, the answer to the question: "Who are the unrepresented?" changes. Based on a formal concept, the unrepresented are those formally excluded from political rights. On the basis of a substantial conception, instead, they too can be considered represented, if there is someone who pursues their interests in the institutions. According to a descriptive concept, an assembly selected through the draw must be considered representative. The same can be said of a leader in whom a community identifies itself symbolically. The author claims that the adoption of exclusively substantial, descriptive or symbolic conceptions of representation involves many problems from the point of view of democratic theory, and therefore adopts a formal perspective. According to it, the unrepresented can be divided into three categories: a) who has not the right to elect representatives; b) who has this right, but fails to elect his or her own representative; c) who has this right but doesn't exercise it. The first category includes foreign residents without citizenship in democratic countries. The author argues that discrimination against them is not rationally justifiable, because it cannot be based on any of the classic arguments developed to limit political rights (such as lack of capacity, independence, or interest). The second category includes those who vote, but don't contribute to the election of anyone representing them. The existence of this category raises the problem of distorting electoral laws, and the issue of the size of representative assemblies. The third category includes those who don't exercise their political rights. A worrying sign that the vote by many is no longer perceived as a vehicle for change.
sentences: Background: Disability, societal, and health impact of chronic intractable pain secondary to various failed therapies is a major issue. As advanced therapy, implantable therapies, which include intrathecal devices and spinal cord stimulation systems, are frequently used in managing chronic intractable pain. Thus, continuous infusion of intrathecal medication is one of the methods used for the control of chronic, refractory, cancer, and non-cancer pain. However, despite the high costs of chronic non-cancer pain, it has been claimed that there is a lack of evidence for intrathecal infusion systems and the cost effectiveness of these systems has been questioned in improving pain and function. Study Design: A systematic review of intrathecal infusion devices for chronic non-cancer pain. Objective: To determine the efficacy, utilization, safety, and complications associated with the use of intrathecal infusion devices for long-term management of chronic non-cancer pain. Methods: Literature search was performed through EMBASE, Medline, Cochrane databases, and systematic reviews identified from to December . Studies were then reviewed and assessed using the Agency for Healthcare Research and Quality (AHRQ) criteria for observational studies and the Cochrane Musculoskeletal Review Group criteria for randomized trials. The level of evidence was determined using levels of evidence, ranging from Level I to III with subcategories in Level II, based on the quality of evidence developed by the U.S. Preventive Services Task Force (USPSTF). Outcome Measures: The primary outcome measure was pain relief (short-term relief one-year and long-term > one-year). Secondary outcome measures of improvement in functional status, psychological status, return to work, and reduction in opioid intake were also utilized. Results: The level of evidence for intrathecal infusion systems indicated either Level II- or Level III (limited) based on U.S. Preventive Services Task Force (USPSTF) criteria. Limitations: The limitations of this study include the paucity of literature, lack of quality evidence, and lack of randomized trials. Conclusion: This systematic review illustrates Level II- or Level III (limited) evidence for intrathecal infusion systems for long-term relief in chronic non-cancer pain. Key words: Intrathecal infusion, intraspinal infusion, programmable infusion systems, spinal infusion, intra-spinal infusion devices, baclofen infusion, intrathecal opiates, Human attachment relationships are considered to be foundational to psychological well-being (Fonagy, ; Warren, Huston, Egeland, & Sroufe, ) and, by extension, attachment to God is often considered foundational to psychological well-being amongst Christian believers (Kirkpatrick, ; Miner, ). However, studies of psychological need satisfaction by different attachment figures (La Guardia, Ryan, Couchman, & Deci, ) suggest that experiences in which basic psychological needs are satisfied are conducive to more secure attachment relationships, and thus, to enhanced psychological well-being. This paper tests two contrasting models of attachment to God, need satisfaction, and well-being: the Attachment Security Primacy Model which holds that attachment security facilitates experiences of psychological need satisfaction and thence increased well-being; and the Need Satisfaction Primacy Model which holds that experiences of psychological need satisfaction facilitate attachment security and thence increased well-being. Using self-report data from Australian Christian participants, Structural Equation Modeling indicated that the Need Satisfaction Primacy Model fit the data better than competing models. Implications for augmenting theories of attachment to God and providing contexts in which people can experience God as meeting basic needs are discussed., The constitutional State is under attack. If we separate Rule of Law and democratic sovereignty, civil rights and social rights, the holding of pluralist democracies is jeopardized. The sunset of the Rule of Law risks being one of the most dangerous consequences of neoliberal globalism and its crisis. The demolition of the welfare State and the technocratic depletion of politics have in fact generated a distortion of constitutional democracies, which can open the way for the questioning of the Rule of law. The opposing ideological narratives on the Rule of Law can be grouped according to two visions: an optimistic one, which sees in neo-liberal globalization the opportunity for its generalized diffusion; a radical-maximalist, which completely liquidates its regulatory framework and inheritance. The essay analyzes these two trends, to focus then on the emergency paradigm as a challenge to the "Rule of law".
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on allenai/specter
results: task: type: triplet
name: Triplet
dataset: name: specter og
type: specter_og
metrics: type: cosine_accuracy
value: 0.9840357598978289
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: modernBERT disciplines
type: modernBERT_disciplines
metrics: type: cosine_accuracy
value: 0.9846743295019157
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 80
Created: 2024-12-27 11:47:25