diff --git "a/test.json" "b/test.json" --- "a/test.json" +++ "b/test.json" @@ -1,91 +1,91 @@ [ { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this study bronze mirrors from the Zonglvcheng cemetery in Linzi city, the unique bronze mirror production centre of the Western Han dynasty (WHD, 202 BCE-8 CE), were subjected to scientific examinations. Compositional and lead isotope ratio analyses on 41 bronze mirrors from different periods of WHD were conducted. For the first time, a mirror made of pure lead and another one made with highly radiogenic lead were identified. The compositional analysis revealed a roughly stable copper-tin-lead ratio of 14:5:1 for mirrors, providing insights into the standardised mirror production. The interpretation of isotope ratios was done by combining characteristic parameters and kernel density estimate methods, compiling a wide range of published data for comparison to mitigate the detrimental effects of the overlap effect. The results indicate that the majority of mirrors were produced within Linzi city, but their lead sources were likely from the Xiaoqinling metallogenic belt controlled by the Han Empire rather than local to Shandong province. This study demonstrates that changes in the alloy compositions and ore sources for bronze mirrors and other objects with time were influenced by state-intervention economic policies, providing a new perspective for the study of technical and economic history during the WHD.", - "output": "Archaeology", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Primatologist who brought animals and humans a little closer.", - "output": "Art", + "input": "Abstract: The research focuses on analyzing the production techniques and materials of a Roman paint-plastered ceiling from a Late Antique Roman villa near Negrar (Verona, Italy), recently uncovered. Stylistic features of the decoration, found in reworked collapse debris during the villa's excavation, date the ceiling to the original construction phase in the 4(th) century CE. The paper presents the protocol we adopted for recovering and analyzing the painted decoration of the villa, which was in-laboratory recomposed in its original layout after a meticulous and systematic retrieval of fragmented materials. Microsamples of mortar and pigment were then taken to fully reconstruct the execution technique and raw materials used in the paint-plastered ceiling, detailing the application of the tectorium and pigment preparation. Mortar samples were analyzed to define preparatory layer properties, using various analytical techniques including Transmitted-Light Polarized Optical Microscopy (TL-OM) and Scanning Electron Microscopy with Energy Dispersive X-Ray Analysis (SEM-EDS). Optical reflected-light microscopy detected guide incisions on the preparatory mortar, while Reflected-Light Optical Microscopy (RL-OM) revealed the microstratigraphy of pictorial micro-layers. Micro-samplings of painted decorations were conducted to define pigment palettes, determining their mineralogical composition through X-Ray Powder Diffraction (XRPD) analysis coupled with micro-Raman analyses for the determination of carbon-based compounds. The research aims to establish a comprehensive protocol for future endeavors, integrating archaeological reassembly with precise micro-analyses of pigments and mortars, deciphering the intricate layout of ancient, fragmented decorations. This study is the first of its kind in Northern Italy, overcoming challenges posed by fragmented and reworked artifacts in previous research, enabling detailed analytical studies like those conducted here. Moreover, this study of the paint-plastered ceiling of the Late Roman villa of Negrar aims to provide a new impulse for the knowledge of Late Antique painting techniques and materials, which were only marginally considered within Roman painting tradition so far.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Importance Selection processes for surgical training should aim to identify candidates who will become competent independent practitioners and should aspire to high standards of reliability and validity. Objective To determine the association between measured candidate factors at the time of an Irish selection and assessment outcomes in surgical training, examined via rate of progression to Higher Specialist Training (HST), attrition rates, and performance as assessed through a multimodal framework of workplace-based and simulation-based assessments. Design, Setting, and Participants This retrospective observational cohort study included data from all successful applicants to the Royal College of Surgeons in Ireland (RCSI) national Core Surgical Training (CST) program. Participants included all trainees recruited to dedicated postgraduate surgical training from 2016 to 2020. These data were analyzed from July 11, 2016, through July 10, 2022. Exposures Selection decisions were based on a composite score that was derived from technical aptitude assessments, undergraduate academic performance, and a 4-station multiple mini-interview. Main outcomes and measures Assessment data, attrition rates, and rates of progression to HST were recorded for each trainee. CST performance was assessed using workplace-based and simulation-based technical and nontechnical skill assessments. Potential associations between selection and assessment measures were explored using Pearson correlation, logistic regression, and multiple linear-regression analyses. Results Data were available for 303 trainees. Composite scores were positively associated with progression to HST (odds ratio [OR], 1.09; 95% CI, 1.05-1.13). There was a weak positive correlation, ranging from 0.23 to 0.34, between scores and performance across all CST assessments. Multivariable linear regression analysis showed technical aptitude scores at application were associated with future operative performance assessment scores, both in the workplace (beta = 0.31; 95% CI, 0.14-0.48) and simulated environments (beta = 0.57; 95% CI, 0.33-0.81). There was evidence that the interpersonal skills interview station was associated with future performance in simulated communication skill assessments (beta = 0.55; 95% CI, 0.22-0.87). Conclusions and Relevance In this study, performance at the time of Irish national selection, measured across technical and nontechnical domains in a multimodal fashion, was associated with future performance in the workplace and in simulated environments. Future studies will be required to explore the consequential validity of selection, including potential unintended effects of selection and ranking on candidate performance.", - "output": "Education", + "input": "Abstract: Amid a heightened focus on sustainable consumption, restaurants are increasingly adopting green practices. Yet, understanding determinants of satisfaction in green restaurants remains unexplored. Analyzing 85,337 TripAdvisor reviews from US Green Restaurant Association certified restaurants, and leveraging BERTopic and aspect-based sentiment analysis, our study reveals previously unidentified subtopics, like pet-friendly, and indicates that after food, value, and service, green attributes significantly affect satisfaction, surpassing atmosphere. Additionally, we studied ramifications of not mentioning aspects in reviews, showing an insignificant difference in satisfaction between reviews without green attributes and those with neutral sentiment scores, highlighting the importance of promoting and delivering green initiatives.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: We report recent observations using a synchrotron X-ray micro-beam to retrieve images from tarnished 19th century daguerreotypes. We confirm that high quality image can always be retrieved from tarnished plates using Hg L alpha XRF as long as the bulk of the image particles and their distribution remains intact. We also report results from using tunable tender X-rays (2 - 7 keV) to conduct imaging in high vacuum at energy above the Ag L-edge and the Hg M-edge, extracting images using Ag L alpha and Hg M alpha, respectively among others (e.g., S to track corrosion). Images obtained with the surface sensitive total electron yield (TEY) and the bulk sensitive fluorescence yield (FLY) as well as corresponding micro-XANES are reported. Flux tolerance to high intensity X-beam is also explored. These results and their implications for cultural heritage research are discussed. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", + "output": "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: Because the term diversity has two related but different meanings, what authors mean when they use the term is inherently unclear. In its broad form, it refers to vast variety. In its narrow form, it refers to human demographic categories deemed deserving of special attention by social justice-oriented activists. In this article, I review Hommel's critique of Roberts et al. (2020), which, I suggest, essentially constitutes two claims: that Roberts et al.'s (2020) call for diversity in psychological science focuses exclusively on the latter narrow form of diversity and ignores the scientific importance of diversity in the broader sense, and ignoring diversity in the broader sense is scientifically unjustified. Although Hommel's critique is mostly justified, this is not because Roberts et al. (2020) are wrong to call for greater social justice-oriented demographic diversity in psychology but because Hommel's call for the broader form of diversity subsumes that of Roberts et al. (2020) and has other aspects critical to creating a valid, generalizable, rigorous, and inclusive psychological science. In doing so, I also highlight omissions, limitations, and potential downsides to the narrow manner in which psychology and the broader academy are currently implementing diversity, equity, and inclusion.", - "output": "Philosophy", + "input": "Abstract: PURPOSE: To evaluate the effectiveness of endoscopic screening against incidence of and mortality from esophageal squamous cell carcinoma (ESCC).METHODS: From January 2012 to September 2016, we conducted a community-based cluster randomized controlled trial involving permanent residents age 45-69 years in a high-risk region for ESCC in northern China. A total of 668 targeted villages were randomly assigned in a 1:1 ratio to the screening group (offered Lugol's chromoendoscopy) or control group (no screening). Intention-to-treat and per-protocol analyses were performed to compare esophageal cancer (EC) incidence and mortality between the two groups. The per-protocol analysis adjusted for nonadherence to the screening procedure.RESULTS: A total of 33,847 participants were included in the analysis: 17,104 in the screening group, 15,165 (88.7%) of whom underwent screening, and 16,743 in the control group. During a maximum follow-up of 9 years, EC incidence in the screening and control groups were 60.9 and 72.5 per 100,000 person-years, respectively; mortality in the screening and control groups were 29.7 and 32.4 per 100,000 person-years, respectively. Compared with the control group, the incidence and mortality of the screening group reduced by 19% (adjusted hazard ratio [aHR], 0.81 [95% CI, 0.60 to 1.09]) and 18% (aHR, 0.82 [95% CI, 0.53 to 1.26]), respectively, in the intention-to-treat analysis; and by 22% (aHR, 0.78 [95% CI, 0.56 to 1.10]) and 21% (aHR, 0.79 [95% CI, 0.49 to 1.30]), respectively, in the per-protocol analysis.CONCLUSION: With a 9-year follow-up, our trial suggests that chromoendoscopic screening induces modest reductions in EC incidence and mortality. A more efficient strategy for EC screening and subsequent patient management should be established to guarantee the effectiveness of endoscopic screening.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Triethylammonium phosphate wastewater, resulting from the absorption of triethylamine (TEA) exhaust gas by phosphoric acid, poses challenges in environmental protection. In this study, a novel combined process of bipolar membrane electrodialysis (BMED) and resin adsorption (RA) was proposed. Under the optimal conditions of 50 mA/cm2 and 5 cm/s, more than 96 % of the triethylammonium phosphate in real wastewater was converted into TEA and phosphoric acid during the BMED processes. Its current efficiency of 47 % and an energy consumption rate of 4.26 kWh/kg TEA. Furthermore, the low-concentration wastewater from BMED could be effectively treated through D001 resin at pH 2. Desorption of TEA loaded on D001 resin could be achieved using a 6 wt% phosphoric acid produced from the BMED process, and the concentrated desorption solution could be reprocessed through BMED process. The effluent of RA process could undergo chemical precipitation, thereby contained 18 mg/L COD, 0.43 mg/L TP and less than 3 mg/L TEA, meeting the first-class A standard of the Chinese GB18918-2002 Discharge standard of pollutants for municipal wastewater treatment plant. This novel strategy offered an innovative and environmentally friendly method for recycling this type of wastewater within ecological industries.", - "output": "Economics", + "input": "Abstract: BACKGROUND: Effective governance arrangements are central to the successful functioning of health systems. While the significance of governance as a concept is acknowledged within health systems research, its interplay with health system reform initiatives remains underexplored in the literature. This study focuses on the development of new regional health structures in Ireland in the period 2018-2023, one part of a broader health system reform programme aimed at greater universalism, in order to scrutinise how aspects of governance impact on the reform process, from policy design through to implementation.METHODS: This qualitative, multi-method study draws on document analysis of official documents relevant to the reform process, as well as twelve semi-structured interviews with key informants from across the health sector. Interviews were analysed according to thematic analysis methodology. Conceiving governance as comprising five domains (Transparency, Accountability, Participation, Integrity, Capacity) the research uses the TAPIC framework for health governance as a conceptual starting point and as initial, deductive analytic categories for data analysis.RESULTS: The analysis reveals important lessons for policymakers across the five TAPIC domains of governance. These include deficiencies in accountability arrangements, poor transparency within the system and vis-a-vis external stakeholders and the public, and periods during which a lack of clarity in terms of roles and responsibilities for various process and key decisions related to the reform were identified. Inadequate resourcing of implementation capacity, competing policy visions and changing decision-making arrangements, among others, were found to have originated in and continuously reproduced a lack of trust between key institutional actors. The findings highlight how these challenges can be addressed through strengthening governance arrangements and processes. Importantly, the research reveals the interwoven nature of the five TAPIC dimensions of governance and the need to engage with the complexity and relationality of health system reform processes.CONCLUSIONS: Large scale health system reform is a complex process and its governance presents distinct challenges and opportunities for stakeholders. To understand and be able to address these, and to move beyond formulaic prescriptions, critical analysis of the historical context surrounding the policy reform and the institutional relationships at its core are needed.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The objective of this study is to provide an analysis of the processes involved in the construction of the perception of a cross-border sustainable tourism destination image in peripheral regions. The research presented was conducted using an empirical approach that merges qualitative and quantitative techniques. The main results of this study include the identification of the key components that contribute to the formation of the image of a sustainable cross-border tourist destination in the region encompassing Alcoutim (Portugal) and Sanlucar de Guadiana (Spain).", - "output": "Geography", + "input": "Abstract: Introduction Robust digital and community-led approaches are needed to combat health misinformation, as highlighted by the COVID-19 pandemic. Such gaps in public health outreach, compounded by systemic health barriers, contributed to higher rates of COVID-19 infection, mortality, and mental health effects among Hispanics during the peak of the pandemic. Thus, we conducted a community-based art-meets-health intervention [Stay Connected Los Angeles (SCLA)] to address the impacts of the COVID-19 pandemic in Hispanic communities.Methods Led by local artists in collaboration with public health specialists and community members, SCLA used multimedia to promote infection mitigation behaviors and psychological well-being among the 120,000 residents of Eastern Los Angeles. Campaign materials were designed with input from community representatives and included digital media, large-scale murals, and comic-book style pieces. Two semi-structured focus groups (one in English and another in Spanish) were conducted to solicit participants' views on attributes of the campaign. Independent coders analyzed transcripts and applied thematic analysis to summarize key learnings regarding central health and mitigation messages, media modalities, how health information would be communicated, and the ideal spokespersons for delivering health-related messages.Results Focus group participants emphasized the effectiveness of social media, GIFs, and references to popular media. Further, youth involvement in the creative process was deemed to be important. Participants highlighted the need for clarity in public health messaging and adaptation of visual campaigns to the preferences of diverse age groups through different art styles. Finally, community leaders were found to be critical health information sources.Discussion As a model of a culturally tailored arts-meets health public education campaign, SCLA yielded valuable information on how to structure future public health messaging and media to create a meaningful improvement in health knowledge, mental well-being, and compliance with mitigation behaviors in communities that are often overlooked. Contributions from local artists can heighten appeal and acceptability of messages.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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.", + "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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Professor Robert Lipschitz, MB, ChB, PhD(Med), FRCS(Edin) was a pioneer who established the Spinal Cord Injury Unit, at Chris Hani Baragwanath Hospital, Soweto, Johannesburg, South Africa. A brief description of his academic and clinical accomplishments is given.", - "output": "History", + "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.", + "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 Guide to Statistics and Methods describes the process of validation and gathering validity evidence for assessment tool development for surgical education research.", - "output": "Education", + "input": "Abstract: The use of soil microarthropods as indicators of soil pollution in home gardens of an industrial area has been covered in this study. Soil samples were collected from 25 home gardens in three zones in Eloor during summer and North East monsoon from 2014 to 2018, for the study of soil microarthropods, soil properties, soil nutrients, and trace elements. The relationships among QBS-ar, microarthropod abundance, soil properties, and soil nutrients, were used to estimate the pollution hazard of the industrial area. The microarthropods present in the study area were Coleoptera, Hymenoptera, Diplopoda, and Araneae. A prominent study area feature was the absence of Collembola and Acari. The QBS-ar index score in these regions showed that the home gardens located adjacent to the industrial area showed low soil quality, with soil quality class values ranging from 1 to 2 throughout the study period. Discriminant analysis of soil nutrients with soil properties and microarthropod abundance showed that in Zone 1 and Zone 2, the data in 2018 was very well discriminated compared to other years. The hazard assessment in the Eloor region showed various levels of hazard zonation: Zone 1 with high-hazard and medium-hazard areas, Zone 2 with medium-hazard areas, and Zone 3 with low- and medium-hazard areas. The study is one of the first kinds that have used QBS-ar scores and soil properties along with soil nutrients and trace elements for estimating the level of hazard in home garden agroecosystems and thus points to an easy, simple, and practical approach in the monitoring and management of soil ecosystems.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 study investigates the intricate and enduring interplay of historical events, human activities, and natural processes shaping the landscape of North European Plain in western Poland over 230years. Topographic maps serve as reliable historical data sources to quantify changes in forest, grassland, and wetland areas, scrutinizing their fragmentation and persistence. The primary objectives are to identify the permanent areas of the landscape and propose a universal cartographic visualization method for effectively mapping these changes. Using topographic maps and historical data, this research quantifies land cover changes, especially in forest, grassland, and wetland areas. With the help of retrogressive method we process raster historical data into vector-based information. Over time, wetlands experienced a substantial reduction, particularly in 1960-1982, attributed to both land reclamation and environmental factors. Grassland areas fluctuated, influenced by wetland and drier habitat dynamics. Fragmentation in grassland areas poses biodiversity and ecosystem health concerns, whereas forested areas showed limited fluctuations, with wetland forests nearly disappearing. These findings highlight wetland ecosystems' sensitivity to human impacts and emphasize the need to balance conservation and sustainable development to preserve ecological integrity. This study advances landscape dynamics understanding, providing insights into historical, demographic, economic, and environmental transformations. It underscores the imperative for sustainable land management and conservation efforts to mitigate human impacts on ecosystems and biodiversity in the North European Plain.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The difficulty of collecting maize leaf lesion characteristics in an environment that undergoes frequent changes, suffers varying illumination from lighting sources, and is influenced by a variety of other factors makes detecting diseases in maize leaves difficult. It is critical to monitor and identify plant leaf diseases during the initial growing period to take suitable preventative measures. In this work, wepropose an automated maize leaf disease recognition system constructed using the PRF-SVM model. The PRFSVM model was constructed by combining three powerful components: PSPNet, ResNet50, and Fuzzy Support Vector Machine (Fuzzy SVM). The combination of PSPNet and ResNet50 not only assures that the model can capture delicate visual features but also allows for end-to-end training for smooth integration.Fuzzy SVM is included as a final classification layer to accommodate the inherent fuzziness and uncertainty in real-world image data.Five different maize crop diseases (common rust, southern rust, grey leaf spot, maydis leaf blight, and turcicum leaf blight along with healthy leaves) are selected from the Plant Village dataset for the algorithm's evaluation. The average accuracy achieved using the proposed method is approximately 96.67%. The PRFSVM model achieves an average accuracy rating of 96.67% and a mAP value of 0.81, demonstrating the efficacy of our approach for detecting and classifying various forms of maize leaf diseases.", - "output": "Philosophy", + "input": "Abstract: Triethylammonium phosphate wastewater, resulting from the absorption of triethylamine (TEA) exhaust gas by phosphoric acid, poses challenges in environmental protection. In this study, a novel combined process of bipolar membrane electrodialysis (BMED) and resin adsorption (RA) was proposed. Under the optimal conditions of 50 mA/cm2 and 5 cm/s, more than 96 % of the triethylammonium phosphate in real wastewater was converted into TEA and phosphoric acid during the BMED processes. Its current efficiency of 47 % and an energy consumption rate of 4.26 kWh/kg TEA. Furthermore, the low-concentration wastewater from BMED could be effectively treated through D001 resin at pH 2. Desorption of TEA loaded on D001 resin could be achieved using a 6 wt% phosphoric acid produced from the BMED process, and the concentrated desorption solution could be reprocessed through BMED process. The effluent of RA process could undergo chemical precipitation, thereby contained 18 mg/L COD, 0.43 mg/L TP and less than 3 mg/L TEA, meeting the first-class A standard of the Chinese GB18918-2002 Discharge standard of pollutants for municipal wastewater treatment plant. This novel strategy offered an innovative and environmentally friendly method for recycling this type of wastewater within ecological industries.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The use of soil microarthropods as indicators of soil pollution in home gardens of an industrial area has been covered in this study. Soil samples were collected from 25 home gardens in three zones in Eloor during summer and North East monsoon from 2014 to 2018, for the study of soil microarthropods, soil properties, soil nutrients, and trace elements. The relationships among QBS-ar, microarthropod abundance, soil properties, and soil nutrients, were used to estimate the pollution hazard of the industrial area. The microarthropods present in the study area were Coleoptera, Hymenoptera, Diplopoda, and Araneae. A prominent study area feature was the absence of Collembola and Acari. The QBS-ar index score in these regions showed that the home gardens located adjacent to the industrial area showed low soil quality, with soil quality class values ranging from 1 to 2 throughout the study period. Discriminant analysis of soil nutrients with soil properties and microarthropod abundance showed that in Zone 1 and Zone 2, the data in 2018 was very well discriminated compared to other years. The hazard assessment in the Eloor region showed various levels of hazard zonation: Zone 1 with high-hazard and medium-hazard areas, Zone 2 with medium-hazard areas, and Zone 3 with low- and medium-hazard areas. The study is one of the first kinds that have used QBS-ar scores and soil properties along with soil nutrients and trace elements for estimating the level of hazard in home garden agroecosystems and thus points to an easy, simple, and practical approach in the monitoring and management of soil ecosystems.", + "input": "Abstract: In forensic science, glyphosate (GLYP) and glufosinate (GLUF), a class of non-selective broad-spectrum herbicides, have been frequently encountered in many fatal poisoning and suicide cases due to their widespread availability. Therefore, it is essential to develop an effective method for detecting these compounds. Some conventional methods, such as gas chromatography-mass spectrometry (GC-MS) or liquid chromatography-mass spectrometry (LC-MS), have been reported to detect these compounds. However, these methods are not ideal for their time-consuming and non-sensitive feature. Herein, probe electrospray ionization (PESI) tandem mass spectrometry (MS/MS), a fast and sensitive technique, was applied for the determination of GLYP and GLUF in human blood, which can obtain analytical results within 0.5 min without derivatization and chromatographic separation. After protein precipitation of blood samples, the supernatant was mixed with isopropanol and ultra-pure water (1:1 v/v). Then, 8 muL of the mixture was introduced into the plastic sample plate for PESI-MS/MS analysis. The limits of detection (LODs) of the method were 0.50 mug/mL and 0.25 mug/mL for two analytes, and the limits of quantitation (LOQs) were both 1.00 mug/mL, which are higher than the concentration of reported poisoning and fatal cases. In the linear range of 1-500 mug/mL, the regression coefficients (r2) for GLYP and GLUF were over 0.99. The matrix effects ranged from 94.8 % to 119.5 %, and the biases were below 4.3 %. The recoveries ranged between 84.8 % and 107.4 %, and the biases were below 7.6 %. Meanwhile, the method was effectively utilized to detect and quantify the blood, urine, and other samples. Consequently, the results suggest that PESI-MS/MS is a straightforward, fast, and sensitive method for detecting GLUF and GLYP in forensics. In the future, PESI-MS/MS will become an indispensable technique for polar substances in grassroots units of public security where rapid detection is essential.", "output": "Economics", "system": "", "history": [] @@ -99,603 +99,603 @@ }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Jasbir K. Puar and Dima Srouji build upon their respective work in architecture, visual art and decolonial theory to produce a collaborative examination of colonial pathologies for Sharjah Art Biennial 15, 2023. Srouji's architecture and art practice encompass a variety of mediums that allow her to explore notions of heritage and public space in Palestine and the region. Puar is a writer and scholar whose current work focuses on settler colonial violence, disability and debility in Palestine. Their collaborative installations integrate understandings of space and planning with the contemporary politics of resistance in the context of Palestine and the surrounding region.At Sharjah Art Biennial 15, Puar and Srouji present 'Revolutionary Enclosures (Until the Apricots)' (2023), a series of household items that respond to the material conditions of lockdown, interweaving the artists' experiences of COVID-19 quarantine in Palestine and their memories of the Second Intifada (2000-2005), a major Palestinian uprising against Israel. The project reframes everyday objects emblematic of the trauma of enclosure for Palestinians as transformative matter and reservoirs of affective practices of resilience, community and caregiving: hoarded cans of tuna form the constituent parts of a radiator signifying warmth; resin apricots evoke the exchange of sustenance among neighbours; shrapnel becomes decorative wallpaper motifs; a stairwell used as shelter from air raids transforms into a communal reading space. Exploring the collective rhythms and materialities of these conditions, Srouji and Puar conjure the everyday making and remaking of the commons through and against the constraints of siege and containment.The conversation published here took place between March and September 2023, and thus predates the latest phase in the catastrophic violence that has historically defined Israel's relationship to Palestine and the Palestinians. Triggered by an unprecedented and shocking attack by Hamas on 7 October, Israel's genocidal military campaign in Gaza is not an anomaly, but in line with and part and parcel of the systematic ethnic cleansing of the Palestinians and the Apartheid system that the settler colonial state of Israel has relied on for its sustenance since 1948. The questions asked here by Maasri and Toukan, as well as the artworks discussed by Jasbir and Srouji, probe aspects of this very condition that has brought us to the unabashed genocidal violence we are now all witness to today.", - "output": "Art", + "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The archaeological World Heritage Site of Hegra (Mada ' in Salih, Al-Hijr), in Saudi Arabia, is often considered the southern capital of the Nabataean Kingdom. Positioned just northeast of the AlUla Valley (where ancient Dadan is located), the Nabataeans recreated several aspects of their northern capital, Petra. They carved more than 130 tombs into the sandstone outcrops of which nearly a hundred had a monumental character with ornate facades of exceptional beauty and deep sense of enduring. In February 2023, our international, multidisciplinary research team conducted a field campaign in Hegra. Our objective was to measure the orientation of Nabataean tombs and sanctuaries in the area, which could offer new clues to aspects of Nabataean culture and religion that we had studied in earlier works at Petra, and elsewhere in Nabataea. This paper includes the analysis and interpretation of the data on the orientation of 113 tombs, including all monumental ones, the largest coherent set of Nabataean tombs ever analyzed. The results show that the tombs were not randomly orientated but followed a series of patterns, most probably emphasizing the skyscape, within the framework of the Nabataean lunisolar calendar religious festivals, and, on occasions, also the local landscape.", - "output": "Art", + "input": "Abstract: OBJECTIVE: This study was conducted to reveal the relationship between nursing students' disaster response self-efficacy and their disaster preparedness perceptions.METHODS: This cross-sectional study was conducted on nursing students after a major earthquake that occurred in Turkey on February 6, 2023 (n = 302). Data collection took place from June 2023 to October 2023, using the Disaster Response Self-Efficacy Scale (DRSES) and Disaster Preparedness Perception Scale (DPPS). Descriptive statistics, independent samples t-test, correlation, and multiple linear regression analysis were used to analyze the data.RESULTS: Nursing students' DRSES mean score was 63.35 \u00b1 10.83 (moderate level) and DPPS mean score was 3.41 \u00b1 0.50 (high level). A positive and moderate correlation was found between nursing students' DRSES and DPPS scores (r = 0.515; P = 0.000). Predictors affecting nursing students' disaster preparedness are disaster response self-efficacy score, being male, and making a family disaster plan.CONCLUSIONS: The results of this study highlight the importance of increasing the disaster response self-efficacy needed by nursing students to successfully assist patients in disaster situations.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This article describes the organization, operation, and contents of the Virtual Historical Archive of the Faculty of Psychology, University of Buenos Aires, Argentina. The organization of this archive started in 2008, as part of the activities planned by the Chair II of History of Psychology, and gained the support of the Faculty of Psychology. From its beginnings to the present, several documentary sources and materials related to the history of psychology in Argentina have been incorporated. It currently contains six thematic sections and three special collections, and it is expected that in the future it will be extended to other thematic areas. (PsycInfo Database Record (c) 2024 APA, all rights reserved).", - "output": "History", + "input": "Abstract: Given environmental contribution of individuals' behavioral change, this study explored how hikers' pro-environmental behavior can be facilitated. The theoretical model incorporated the restorative quality of natural trails as an external environment, hikers' place affect and their pro-environmental behavior. This study used a mixed research approach to test this model, which involved developing measurement items for the restorative quality of nature trails and analyzing survey data from 361 hikers. The analysis showed that the restorative quality of natural trails induced place affect, which increased place-specific pro-environmental behavior. Mediating effect of place affect and moderating function of daily environmental practices were identified.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: ObjectiveThere is beauty in cytopathology. That beauty and art can be transmitted and shared through fun images on social media.MethodsAs social media becomes more popular, pathologists and related professionals have started to share the images that they capture at work on their profiles, tagging them with the hashtag #Pathart. #Pathart hashtag unites two concepts innately related: Pathology and art.ResultsWhen groups of pathologists share concurring ideas, the result is an explosion of creativity that spreads even to new professionals and students. In addition, it attracts the attention of people, dedicated to other subjects such as journalism, who, with their interactions, give visibility to our field. This helps counteract the stereotypes and gives people a better understanding of what we do and why it is important. Therefore, the more pathologists and related professionals meet and interact with each other, the better.Conclusions#Pathart images raise great interest among professionals, which contributes to the creation of a united and strong community of pathologists some of whom are dedicated to cytology. Interaction and professional collaboration between these professionals can positively contribute to disseminating scientific content and creating work/research groups. This might have an impact, both direct and indirect, on improving the quality of diagnoses and treatments in our patients.There is beauty in Cytopathology. That beauty and art can be transmitted and shared through fun images on social media, creating a union between a community of professionals who share creative personality traits and a unique sense of humour.image", - "output": "Art", + "input": "Abstract: During the Early Holocene, northern China witnessed revolutionary changes, such as the emergence of sedentary lifestyles, the domestication of animals and plants, the spread of pottery making, and a radical restructuring of social relationships. During this period, the avifauna became an increasingly significant component of the diversified small game resources. This paper presents the results of a study of remains of pheasants, assigned to Phasianinae, recovered at the Xiaogao site in Shandong Province, northern China. The data show that the occupants of Xiaogao seasonally hunted predominantly male pheasants and systematically butchered them. They became familiar with the ecology and ethology of pheasants, and they were able to consciously and purposefully intensify the utilization of pheasants to a maximum foraging efficiency. Animal exploitation behaviors are manifestations and results of niche-construction efforts by human societies. This emphasizes humans' capacity to actively exploit wild animal and plant resources and modify the environment and ecosystem to produce stable and sustainable subsistence economies.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: AIMS: This study aimed to investigate the feasibility and effectiveness of utilizing three-dimensional (3D) printing technology in the simulation teaching of congenital malformations.METHODS: We conducted a comparative analysis between an experimental group that received traditional teaching supplemented with 3D printing model demonstrations and hands-on model operation, and a control group that received traditional teaching methods. Various parameters, including classroom interest, classroom interaction, learning enthusiasm, disease awareness, teaching satisfaction, and independent operation confidence, were assessed, along with theoretical and practical tests.RESULTS: The results showed no significant difference in theoretical test scores between the two groups (91.92\u00b115.04 vs. 89.44\u00b114.89), but the practical test revealed a significantly higher number of qualified trainees in the experimental group compared to the control group (23 vs. 8). In terms of classroom engagement, both groups exhibited similar levels of interest (8.08\u00b11.52 vs. 8.74\u00b10.984), classroom interaction (7.88\u00b11.97 vs. 8.7\u00b11.33), learning enthusiasm (8.81\u00b11.021 vs. 8.52\u00b11.189), and disease awareness (8.58\u00b10.99 vs. 8.58\u00b10.99). However, the experimental group demonstrated significantly higher teaching satisfaction (8.81\u00b11.06 vs. 9.19\u00b10.96) and greater operation confidence (7.67\u00b12.56 vs. 5.5\u00b12.79) than the control group.CONCLUSION: 3D printing technology can be effectively utilized to create surgical teaching models, enhancing the confidence of standardized training doctors and improving teaching outcomes.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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.", - "output": "Geography", + "input": "Abstract: Diabetes mellitus, a metabolic disease characterized by hyperglycemia, has been witnessed as a rapidly escalating worldwide health crisis. China currently had 140.9 million diabetic population in 2021, which was the largest globally. DM has witnessed a significant surge in the past few decades, leading to an alarming rise in the overall burden caused by this disease. To monitor the near real-time DM prevalence and the consumption of first-line anti-diabetic drugs, a wastewater-based epidemiology (WBE) approach based on the back-calculation of metformin concentration was implemented in 237 cities in China. The quantitative analysis of metformin in wastewater was conducted by LC-MS/MS with satisfactory results of method validation. The average concentration of metformin in wastewater was 14.07\u00b113.16mug/L, and the per capita consumption was 5.16\u00b12.08mg/day/inh, ranging from 0.90 to 10.36\u00b14.63mg/day/inh. The calculated metformin prevalence was found to be 0.52%\u00b10.28%, and the final estimated DM prevalence was 11.33%\u00b14.99%, which was nearly consistent with the result of the International Diabetes Federation survey of 9.98%. The results suggested that metformin might be one of the suitable WBE biomarkers in DM monitoring and WBE strategy could potentially enable the estimation of DM prevalence in most of Chinese cities after reasonable correction of associated parameters.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this research work, a novel fuzzy data transformation technique has been proposed and applied to the hormonal imbalance dataset. Hormonal imbalance is ubiquitously found principally in females of reproductive age which ultimately leads to numerous related medical conditions. Polycystic Ovary Syndrome (PCOS) is one of them. Treatment along with adopting a healthy lifestyle is advised to mitigate its consequences on the quality of life. The biological dataset of hormonal imbalance PCOS provides limited results that is whether the syndrome is present or not. Also, there are input variables that contain binary responses only, to deal with this conundrum, a novel fuzzy data transformation technique has been developed and applied to them thus leading to their fuzzy transformation which provides a broader spectrum to diagnose PCOS. Due to this, the output variable has also been transformed. Hence, a novel fuzzy transformation technique has been employed due to the limitation of the dataset leading to the transition of binary classification output into three classes. An adaptive fuzzy machine learning logic model is developed in which the inference of the transformed biological dataset is performed by the machine learning techniques that provide the fuzzy output. Machine learning techniques have also been applied to the untransformed biological dataset. Both implementations have been compared by computation of the relevant metrics. Machine learning employment on untransformed biological dataset provides limited results whether the syndrome is present or absent however machine learning on fuzzy transformed biological dataset provides a broader spectrum of diagnosis consisting of a third class depicting that PCOS might be present which would ultimately alert a patient to take preventive measures to minimize the chances of syndrome development in future.", + "input": "Abstract: The difficulty of collecting maize leaf lesion characteristics in an environment that undergoes frequent changes, suffers varying illumination from lighting sources, and is influenced by a variety of other factors makes detecting diseases in maize leaves difficult. It is critical to monitor and identify plant leaf diseases during the initial growing period to take suitable preventative measures. In this work, wepropose an automated maize leaf disease recognition system constructed using the PRF-SVM model. The PRFSVM model was constructed by combining three powerful components: PSPNet, ResNet50, and Fuzzy Support Vector Machine (Fuzzy SVM). The combination of PSPNet and ResNet50 not only assures that the model can capture delicate visual features but also allows for end-to-end training for smooth integration.Fuzzy SVM is included as a final classification layer to accommodate the inherent fuzziness and uncertainty in real-world image data.Five different maize crop diseases (common rust, southern rust, grey leaf spot, maydis leaf blight, and turcicum leaf blight along with healthy leaves) are selected from the Plant Village dataset for the algorithm's evaluation. The average accuracy achieved using the proposed method is approximately 96.67%. The PRFSVM model achieves an average accuracy rating of 96.67% and a mAP value of 0.81, demonstrating the efficacy of our approach for detecting and classifying various forms of maize leaf diseases.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: BACKGROUND: Despite a world-leading educational system, an achievement gap in educational outcomes exists between children of refugee background and native-born peers in Finland. To offer targeted support for children at schools, we need to be able to reliably assess and understand the interplay of the aspects of children's cognitive, social, and mental health functions that may explain the underachievement of refugee children. This study tests a novel research-based, universally applicable screening battery for evaluating cognitive, social, and mental health functioning of children at schools and planning supportive actions. It aims to answer research questions about a) the cognitive, social, and mental health functioning of refugee children compared with non-refugee immigrant and native-born children, b) the interplay of these different functions among refugee and other children,c) whether implementing a screening battery can inform schools in planning supportive actions for (refugee) children, and d) whether such supportive actions result in improvements in cognitive, social, and mental health functioning.METHODS: Four hundred fifty children aged 10-12 will be recruited from primary schools, including 150 children of refugee background, 150 of non-refugee immigrant background, and 150 native-born Finnish children. A screening battery including tasks and questionnaires on different aspects of cognitive, social, and mental health functioning will be used to assess the children in their classrooms at the start and end of a school year. Supporting information will also be collected from parents and teachers. The information gathered will be collated into class-level feedback reports for teachers and, with parental permission, individualized reports for multiprofessional student welfare bodies, for informing supportive actions. Correlational and latent profile analyses, ANOVAs, and linear regression will be used to answer the research questions.DISCUSSION: This study will help clarify how the interplay of cognitive, social, and mental health factors may explain underachievement at school among refugee children. It will provide evidence about the extent to which a standardized screening battery could be helpful in informing and planning supportive actions for children at schools, and whether such supportive actions can lead to positive cognitive, social, or mental health outcomes.TRIAL REGISTRATION: The study will be preregistered on the Open Science Framework.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Reviewed by Matthijs Metselaar, a specialist in fish health and production.", - "output": "Communication", + "input": "Abstract: BACKGROUND: Oral cancer is a deadly disease and a major cause of morbidity and mortality worldwide. The purpose of this study was to develop a fuzzy deep learning (FDL)-based model to estimate the survival time based on clinicopathologic data of oral cancer.METHODS: Electronic medical records of 581 oral squamous cell carcinoma (OSCC) patients, treated with surgery with or without radiochemotherapy, were collected retrospectively from the Oral and Maxillofacial Surgery Clinic and the Regional Cancer Center from 2011 to 2019. The deep learning (DL) model was trained to classify survival time classes based on clinicopathologic data. Fuzzy logic was integrated into the DL model and trained to create FDL-based models to estimate the survival time classes.RESULTS: The performance of the models was evaluated on a test dataset. The performance of the DL and FDL models for estimation of survival time achieved an accuracy of 0.74 and 0.97 and an area under the receiver operating characteristic (AUC) curve of 0.84 to 1.00 and 1.00, respectively.CONCLUSIONS: The integration of fuzzy logic into DL models could improve the accuracy to estimate survival time based on clinicopathologic data of oral cancer.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The collapse of a state during crises, such as large-scale wars, demands effective preventive measures. The 2014 military aggression by Russia in Ukraine triggered profound changes and emphasised the importance of strategic responses. So, the cutoff of Russian aggression was facilitated by the coordinated interaction of state authorities and local government and the increased autonomy of local government at the grassroots level, as a result of the successful decentralisation reform in Ukraine. After the full-scale Russian invasion in February 2022, the local government played a vital role in sustaining Ukrainian cities and villages. This paper examines local government operations in active conflict zones and during occupation, assessing their preparedness for military actions. It delves into the unique challenges faced and necessary post-war adjustments. Through in-depth interviews in the war-affected Kharkiv region and secondary sources, we illuminate crisis management within local government during wartime in Ukraine. Therefore, this study highlights the crucial role of local government bodies in addressing the issues of local residents during a wartime crisis.", - "output": "Law", + "input": "Abstract: Trace metal soil contamination poses significant risks to human health and ecosystems, necessitating thorough investigation and management strategies. Researchers have increasingly utilized advanced techniques like remote sensing (RS), geographic information systems (GIS), geostatistical analysis, and multivariate analysis to address this issue. RS tools play a crucial role in collecting spectral data aiding in the analysis of trace metal distribution in soil. Spectroscopy offers an effective understanding of environmental contamination by analyzing trace metal distribution in soil. The spatial distribution of trace metals in soil has been a key focus of these studies, with factors influencing this distribution identified as soil type, pH levels, organic matter content, land use patterns, and concentrations of trace metals. While progress has been made, further research is needed to fully recognize the potential of integrated geospatial imaging spectroscopy and multivariate statistical analysis for assessing trace metal distribution in soils. Future directions include mapping multivariate results in GIS, identifying specific anthropogenic sources, analyzing temporal trends, and exploring alternative multivariate analysis tools. In conclusion, this review highlights the significance of integrated GIS and multivariate analysis in addressing trace metal contamination in soils, advocating for continued research to enhance assessment and management strategies.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Introduction Robust digital and community-led approaches are needed to combat health misinformation, as highlighted by the COVID-19 pandemic. Such gaps in public health outreach, compounded by systemic health barriers, contributed to higher rates of COVID-19 infection, mortality, and mental health effects among Hispanics during the peak of the pandemic. Thus, we conducted a community-based art-meets-health intervention [Stay Connected Los Angeles (SCLA)] to address the impacts of the COVID-19 pandemic in Hispanic communities.Methods Led by local artists in collaboration with public health specialists and community members, SCLA used multimedia to promote infection mitigation behaviors and psychological well-being among the 120,000 residents of Eastern Los Angeles. Campaign materials were designed with input from community representatives and included digital media, large-scale murals, and comic-book style pieces. Two semi-structured focus groups (one in English and another in Spanish) were conducted to solicit participants' views on attributes of the campaign. Independent coders analyzed transcripts and applied thematic analysis to summarize key learnings regarding central health and mitigation messages, media modalities, how health information would be communicated, and the ideal spokespersons for delivering health-related messages.Results Focus group participants emphasized the effectiveness of social media, GIFs, and references to popular media. Further, youth involvement in the creative process was deemed to be important. Participants highlighted the need for clarity in public health messaging and adaptation of visual campaigns to the preferences of diverse age groups through different art styles. Finally, community leaders were found to be critical health information sources.Discussion As a model of a culturally tailored arts-meets health public education campaign, SCLA yielded valuable information on how to structure future public health messaging and media to create a meaningful improvement in health knowledge, mental well-being, and compliance with mitigation behaviors in communities that are often overlooked. Contributions from local artists can heighten appeal and acceptability of messages.", - "output": "Art", + "input": "Abstract: Devolution and decentralisation policies involving health and other government sectors have been promoted with a view to improve efficiency and equity in local service provision. Evaluations of these reforms have focused on specific health or care measures, but little is known about their full impact on local health systems. We evaluated the impact of devolution in Greater Manchester (England) on multiple outcomes using a whole system approach. We estimated the impact of devolution until February 2020 on 98 measures of health system performance, using the generalised synthetic control method and adjusting for multiple hypothesis testing. We selected measures from existing monitoring frameworks to populate the WHO Health System Performance Assessment framework. The included measures captured information on health system functions, intermediatory objectives, final goals, and social determinants of health. We identified which indicators were targeted in response to devolution from an analysis of 170 health policy intervention documents. Life expectancy (0.233 years, S.E. 0.012) and healthy life expectancy (0.603 years, S.E. 0.391) increased more in GM than in the estimated synthetic control group following devolution. These increases were driven by improvements in public health, primary care, hospital, and adult social care services as well as factors associated with social determinants of health, including a reduction in alcohol-related admissions (-110.1 admission per 100,000, S.E. 9.07). In contrast, the impact on outpatient, mental health, maternity, and dental services was mixed. Devolution was associated with improved population health, driven by improvements in health services and wider social determinants of health. These changes occurred despite limited devolved powers over health service resources suggesting that other mechanisms played an important role, including the allocation of sustainability and transformation funding and the alignment of decision-making across health, social care, and wider public services in the region.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Objective. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a sensitive tool for assessing breast cancer by analyzing tumor blood flow, but it requires gadolinium-based contrast agents, which carry risks such as brain retention and astrocyte migration. Contrast-free MRI is thus preferable for patients with renal impairment or who are pregnant. This study aimed to investigate the feasibility of generating contrast-enhanced MR images from precontrast images and to evaluate the potential use of synthetic images in diagnosing breast cancer. Approach. This retrospective study included 322 women with invasive breast cancer who underwent preoperative DCE-MRI. A generative adversarial network (GAN) based postcontrast image synthesis (GANPIS) model with perceptual loss was proposed to generate contrast-enhanced MR images from precontrast images. The quality of the synthesized images was evaluated using the peak signal-to-noise ratio (PSNR) and structural similarity (SSIM). The diagnostic performance of the generated images was assessed using a convolutional neural network to predict Ki-67, luminal A and histological grade with the area under the receiver operating characteristic curve (AUC). The patients were divided into training (n = 200), validation (n = 60), and testing sets (n = 62). Main results. Quantitative analysis revealed strong agreement between the generated and real postcontrast images in the test set, with PSNR and SSIM values of 36.210 +/- 2.670 and 0.988 +/- 0.006, respectively. The generated postcontrast images achieved AUCs of 0.918 +/- 0.018, 0.842 +/- 0.028 and 0.815 +/- 0.019 for predicting the Ki-67 expression level, histological grade, and luminal A subtype, respectively. These results showed a significant improvement compared to the use of precontrast images alone, which achieved AUCs of 0.764 +/- 0.031, 0.741 +/- 0.035, and 0.797 +/- 0.021, respectively. Significance. This study proposed a GAN-based MR image synthesis method for breast cancer that aims to generate postcontrast images from precontrast images, allowing the use of contrast-free images to simulate kinetic features for improved diagnosis.", - "output": "Communication", + "input": "Abstract: Because the term diversity has two related but different meanings, what authors mean when they use the term is inherently unclear. In its broad form, it refers to vast variety. In its narrow form, it refers to human demographic categories deemed deserving of special attention by social justice-oriented activists. In this article, I review Hommel's critique of Roberts et al. (2020), which, I suggest, essentially constitutes two claims: that Roberts et al.'s (2020) call for diversity in psychological science focuses exclusively on the latter narrow form of diversity and ignores the scientific importance of diversity in the broader sense, and ignoring diversity in the broader sense is scientifically unjustified. Although Hommel's critique is mostly justified, this is not because Roberts et al. (2020) are wrong to call for greater social justice-oriented demographic diversity in psychology but because Hommel's call for the broader form of diversity subsumes that of Roberts et al. (2020) and has other aspects critical to creating a valid, generalizable, rigorous, and inclusive psychological science. In doing so, I also highlight omissions, limitations, and potential downsides to the narrow manner in which psychology and the broader academy are currently implementing diversity, equity, and inclusion.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The research focuses on analyzing the production techniques and materials of a Roman paint-plastered ceiling from a Late Antique Roman villa near Negrar (Verona, Italy), recently uncovered. Stylistic features of the decoration, found in reworked collapse debris during the villa's excavation, date the ceiling to the original construction phase in the 4(th) century CE. The paper presents the protocol we adopted for recovering and analyzing the painted decoration of the villa, which was in-laboratory recomposed in its original layout after a meticulous and systematic retrieval of fragmented materials. Microsamples of mortar and pigment were then taken to fully reconstruct the execution technique and raw materials used in the paint-plastered ceiling, detailing the application of the tectorium and pigment preparation. Mortar samples were analyzed to define preparatory layer properties, using various analytical techniques including Transmitted-Light Polarized Optical Microscopy (TL-OM) and Scanning Electron Microscopy with Energy Dispersive X-Ray Analysis (SEM-EDS). Optical reflected-light microscopy detected guide incisions on the preparatory mortar, while Reflected-Light Optical Microscopy (RL-OM) revealed the microstratigraphy of pictorial micro-layers. Micro-samplings of painted decorations were conducted to define pigment palettes, determining their mineralogical composition through X-Ray Powder Diffraction (XRPD) analysis coupled with micro-Raman analyses for the determination of carbon-based compounds. The research aims to establish a comprehensive protocol for future endeavors, integrating archaeological reassembly with precise micro-analyses of pigments and mortars, deciphering the intricate layout of ancient, fragmented decorations. This study is the first of its kind in Northern Italy, overcoming challenges posed by fragmented and reworked artifacts in previous research, enabling detailed analytical studies like those conducted here. Moreover, this study of the paint-plastered ceiling of the Late Roman villa of Negrar aims to provide a new impulse for the knowledge of Late Antique painting techniques and materials, which were only marginally considered within Roman painting tradition so far.", - "output": "Archaeology", + "input": "Abstract: BACKGROUND: Chile rapidly implemented an extensive COVID-19 vaccination campaign, deploying a diversityof vaccines with a strategy that prioritized the elderly and individuals with comorbidities. This study aims to assessthedirect impact of vaccination on the number of COVID-19 related cases, hospital admissions, ICU admissions and deaths averted during the first year and a half of the campaign.METHODS: Via Chile's transparency law, we obtained access to weekly event counts categorized by vaccination status and age. Integrating this data with publicly available census and vaccination coverage information, we conducted a comparative analysis of weekly incidence rates between vaccinated and unvaccinated groups from December 20, 2020 to July 2, 2022 to estimate the direct impact of vaccination in terms of the number of cases, hospitalizations, ICU admissions and deaths averted, using an approach that avoids the need to explicitly specify the effectiveness of each vaccine deployed.RESULTS: We estimated that, from December 20, 2020 to July 2, 2022 the vaccination campaign directly prevented 1,030,648 (95%Confidence Interval: 1,016,975-1,044,321) cases, 268,784 (95%CI: 264,524-273,045) hospitalizations, 85,830 (95%CI: 83,466-88,194) ICU admissions and 75,968 (95%CI: 73,909-78,028) deaths related to COVID-19 among individuals aged 16 years and older. This corresponds to a reduction of 26% of cases, 66% of hospital admissions, 70% of ICU admissions and 67% of deaths compared to a scenario without vaccination. Individuals 55 years old or older represented 67% of hospitalizations, 73% of ICU admissions and 89% of deaths related to COVID-19 prevented.CONCLUSIONS: This study highlights the role of Chile's vaccination campaign in reducing COVID-19 disease burden, with the most substantial reductions observed in severe outcomes.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", - "output": "Economics", + "input": "Abstract: The objective of this study is to provide an analysis of the processes involved in the construction of the perception of a cross-border sustainable tourism destination image in peripheral regions. The research presented was conducted using an empirical approach that merges qualitative and quantitative techniques. The main results of this study include the identification of the key components that contribute to the formation of the image of a sustainable cross-border tourist destination in the region encompassing Alcoutim (Portugal) and Sanlucar de Guadiana (Spain).", + "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 mangrove forest in Macajalar Bay is regarded as an important coastal ecosystem since it provides numerous ecosystem services. Despite their importance, the clearing of mangroves has been rampant and has reached critical rates. Addressing this problem and further advancing its conservation require accurate mangrove mapping. However, current spatial information related to mangroves is sparse and insufficient to understand the historical change dynamics. In this study, the synergy of 1950 vegetation maps and Landsat images was explored to provide multidecadal monitoring of mangrove forest change dynamics in Macajalar Bay, Philippines. Vegetation maps containing the 1950 mangrove extent and Landsat images were used as input data to monitor the rates of loss over 70years. In 2020, the mangrove forest cover was estimated to be 201.73ha, equivalent to only 61.99% of the 325.43ha that was estimated in 1950. Between 1950 and 2020, net mangrove loss in Macajalar Bay totaled 324.29ha. The highest clearing rates occurred between 1950 and 1990 when it recorded a total of 258.51ha, averaging 6.46ha/year. The original mangrove forest that existed in 1950 only represents 8.56% of the 2020 extent, suggesting that much of the old-growth mangrove had been cleared before 2000 and the existing mangrove forest is mainly composed of secondary mangrove forest stands. Across Macajalar Bay, intensified clearing that happened between 1950 and 1990 has been driven by large-scale aquaculture developments. Mangrove gains on the other hand were evident and have increased the total extent by 79.84ha since 2000 as a result of several afforestation programs. However, approximately half of these gains that were observed since 2010 exhibited low canopy cover. As of writing, approximately 85% of the 2020 mangrove forest stands fall outside the 1950 original mangrove extent. Examining the viability of the original mangrove forest for mangrove reforestation together with promoting site-species matching, and biophysical assessment are necessary undertakings to advance current mangrove conservation initiatives in Macajalar Bay.", - "output": "Geography", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: To investigate the influences of geometrical size and discharge voltage of the pulse discharge equipment on the fracture characteristics and mechanisms of sandstone under high-voltage pulses, a series of experiments was conducted using a high-voltage pulse discharge device on sandstone circular disc specimens of sandstone with a thickness of 10 mm. These experiments covered a range of disc diameters ranging from 50 mm to 142 mm and discharge voltages from 15 kV to 40 kV. Through these experiments, the fracture characteristics of sandstone at both macroscopic and microscopic levels were investigated. In the experiments, a quantitative analysis of surface fracture was undertaken based on fracture density and fractal damage. Additionally, using the principle of energy equivalence, numerical simulation methods were used to study the damage evolution process in sandstone. The research results indicate that the formation and distribution of fractures in the sandstone specimens are significantly affected by geometrical size and discharge voltage. By analyzing the interaction between stress waves and fracture propagation, combined with indoor experimental results, the fracture mechanism was revealed. The high temperature and shock wave generated by the plasma channel leads to the crushing zone near the electrode, while the circumferential tensile component of the stress wave can result in radial fractures, and the reflected tensile wave leads to circumferential and radial fractures near the boundary.", - "output": "Economics", + "input": "Abstract: The biographies of some celebrated artists are marked by accounts that paint a far from beautiful portrait. Does this negative-social knowledge influence the aesthetic experience of an artwork? Does an artist's fame protect their paintings from such an influence? We present two preregistered experiments examining the effect of social-emotional biographical knowledge about famous and unknown artists on the reception and perception of their paintings, using aesthetic ratings and neurocognitive measures. In Experiment 1, paintings attributed to artists characterised by negative biographical information were liked less, evoked greater feelings of arousal and were judged lower in terms of quality, than paintings by artists associated with neutral information. No modulation of artist renown was found. Experiment 2 fully replicated these behavioural results and revealed that paintings by artists associated with negative social-emotional knowledge also elicited enhanced early brain activity related to visual perception (P1) and early emotional arousal (early posterior negativity; EPN). Together, the findings suggest that negative knowledge about famous artists can shape not only explicit aesthetic evaluations, but may also penetrate the perception of the artwork itself.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Existing handover communication tools often lack a clear theoretical foundation, have limited psychometric evidence, and overlook effective communication strategies for enhancing diagnostic reasoning. This oversight becomes critical as communication breakdowns during handovers have been implicated in poor patient care. To address these issues, we developed a structured communication tool: Background, Responsible diagnosis, Included differential diagnosis, Excluded differential diagnosis, Follow-up, and Communication (BRIEF-C). It is informed by cognitive bias theory, shows evidence of reliability and validity of its scores, and includes strategies for actively sending and receiving information in medical handovers.DESIGN: A pre-test post-test intervention study.SETTING: Inpatient internal medicine and orthopaedic surgery units at one tertiary care hospital.INTERVENTION: The BRIEF-C tool was presented to internal medicine and orthopaedic surgery faculty and residents who participated in an in-person educational session, followed by a 2-week period where they practised using it with feedback.MEASUREMENTS: Clinical handovers were audiorecorded over 1week for the pre- and again for the post-periods, then transcribed for analysis. Two faculty raters from internal medicine and orthopaedic surgery scored the transcripts of handovers using the BRIEF-C framework. The two raters were blinded to the time periods.RESULTS: A principal component analysis identified two subscales on the BRIEF-C: diagnostic clinical reasoning and communication, with high interitem consistency (Cronbach's alpha of 0.82 and 0.99, respectively). One sample t-test indicated significant improvement in diagnostic clinical reasoning (pre-test: M=0.97, SD=0.50; post-test: M=1.31, SD=0.64; t(64)=4.26, p<0.05, medium to large Cohen's d=0.63) and communication (pre-test: M=0.02, SD=0.16; post-test: M=0.48, SD=0.83); t(64)=4.52, p<0.05, large Cohen's d=0.83).CONCLUSION: This study demonstrates evidence supporting the reliability and validity of scores on the BRIEF-C as good indicators of diagnostic clinical reasoning and communication shared during handovers.", - "output": "Communication", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVES: To undertake a cost-effectiveness analysis of restorative treatments for a first permanent molar with severe molar incisor hypomineralization from the perspective of the Brazilian public system.MATERIALS AND METHODS: Two models were constructed: a one-year decision tree and a ten-year Markov model, each based on a hypothetical cohort of one thousand individuals through Monte Carlo simulation. Eight restorative strategies were evaluated: high viscosity glass ionomer cement (HVGIC);encapsulated GIC; etch and rinse adhesive+composite; self-etch adhesive+composite;preformed stainless steel crown; HVGIC+etch and rinse adhesive+composite; HVGIC+self-etch adhesive+composite, and encapsulated GIC+etch and rinse adhesive+composite. Effectiveness data were sourced from the literature. Micro-costing was applied using 2022 USD market averages with a 5% variation. Incremental cost-effectiveness ratio (ICER), net monetary benefit (%NMB), and the budgetary impact were obtained.RESULTS: Cost-effective treatments included HVGIC (%NMB=0%/0%), encapsulated GIC (%NMB=19.4%/ 19.7%), and encapsulated GIC+etch and rinse adhesive+composite (%NMB=23.4%/ 24.5%) at 1year and 10years, respectively. The benefit gain of encapsulated GIC+etch and rinse adhesive+composite in relation to encapsulated GIC was small when compared to the cost increase at 1year (gain of 3.28% and increase of USD 24.26) and 10years (gain of 4% and increase of USD 15.54).CONCLUSION: Within the horizon and perspective analyzed, the most cost-effective treatment was encapsulated GIC restoration.CLINICAL RELEVANCE: This study can provide information for decision-making.", - "output": "Economics", + "input": "Abstract: This Guide to Statistics and Methods describes the process of validation and gathering validity evidence for assessment tool development for surgical education research.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Still life paintings comprise a wealth of data on visual perception. Prior work has shown that the color statistics of objects show a marked bias for warm colors. Here, we ask about the relative chromatic contrast of these object-associated colors compared with background colors in still life paintings. We reasoned that, owing to the memory color effect, where the color of familiar objects is perceived more saturated, warm colors will be relatively more saturated than cool colors in still life paintings as compared with photographs. We analyzed color in 108 slides of still life paintings of fruit from the teaching slide collection of the Fogg University Art Museum and 41 color-calibrated photographs of fruit from the McGill data set. The results show that the relatively higher chromatic contrast of warm colors was greater for paintings compared with photographs, consistent with the hypothesis.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: According to the interpersonal synergy model of spoken dialogue, interlocutors modify their communicative behaviors to meet the contextual demands of a given conversation. Although a growing body of research supports this postulation for linguistic behaviors (e.g., semantics, syntax), little is understood about how this model applies to speech behaviors (e.g., speech rate, pitch). The purpose of this study is to test the hypothesis that interlocutors adjust their speech behaviors across different conversational tasks with different conversational goals.METHOD: In this study, 28 participants each engaged in two different types of conversations (i.e., relational and informational) with two partners (i.e., Partner 1 and Partner 2), yielding a total of 112 conversations. We compared six acoustic measures of participant speech behavior across conversational task and partner.RESULTS: Linear mixed-effects models demonstrated significant differences between speech feature measures in informational and relational conversations. Furthermore, these findings were generally robust across conversations with different partners.CONCLUSIONS: Results suggest that contextual demands influence speech behaviors. These findings provide empirical support for the interpersonal synergy model and highlight important considerations for assessing speech behaviors in individuals with communication disorders.", - "output": "Communication", + "input": "Abstract: OBJECTIVES: To undertake a cost-effectiveness analysis of restorative treatments for a first permanent molar with severe molar incisor hypomineralization from the perspective of the Brazilian public system.MATERIALS AND METHODS: Two models were constructed: a one-year decision tree and a ten-year Markov model, each based on a hypothetical cohort of one thousand individuals through Monte Carlo simulation. Eight restorative strategies were evaluated: high viscosity glass ionomer cement (HVGIC);encapsulated GIC; etch and rinse adhesive+composite; self-etch adhesive+composite;preformed stainless steel crown; HVGIC+etch and rinse adhesive+composite; HVGIC+self-etch adhesive+composite, and encapsulated GIC+etch and rinse adhesive+composite. Effectiveness data were sourced from the literature. Micro-costing was applied using 2022 USD market averages with a 5% variation. Incremental cost-effectiveness ratio (ICER), net monetary benefit (%NMB), and the budgetary impact were obtained.RESULTS: Cost-effective treatments included HVGIC (%NMB=0%/0%), encapsulated GIC (%NMB=19.4%/ 19.7%), and encapsulated GIC+etch and rinse adhesive+composite (%NMB=23.4%/ 24.5%) at 1year and 10years, respectively. The benefit gain of encapsulated GIC+etch and rinse adhesive+composite in relation to encapsulated GIC was small when compared to the cost increase at 1year (gain of 3.28% and increase of USD 24.26) and 10years (gain of 4% and increase of USD 15.54).CONCLUSION: Within the horizon and perspective analyzed, the most cost-effective treatment was encapsulated GIC restoration.CLINICAL RELEVANCE: This study can provide information for decision-making.", + "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: 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: The collapse of a state during crises, such as large-scale wars, demands effective preventive measures. The 2014 military aggression by Russia in Ukraine triggered profound changes and emphasised the importance of strategic responses. So, the cutoff of Russian aggression was facilitated by the coordinated interaction of state authorities and local government and the increased autonomy of local government at the grassroots level, as a result of the successful decentralisation reform in Ukraine. After the full-scale Russian invasion in February 2022, the local government played a vital role in sustaining Ukrainian cities and villages. This paper examines local government operations in active conflict zones and during occupation, assessing their preparedness for military actions. It delves into the unique challenges faced and necessary post-war adjustments. Through in-depth interviews in the war-affected Kharkiv region and secondary sources, we illuminate crisis management within local government during wartime in Ukraine. Therefore, this study highlights the crucial role of local government bodies in addressing the issues of local residents during a wartime crisis.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Devolution and decentralisation policies involving health and other government sectors have been promoted with a view to improve efficiency and equity in local service provision. Evaluations of these reforms have focused on specific health or care measures, but little is known about their full impact on local health systems. We evaluated the impact of devolution in Greater Manchester (England) on multiple outcomes using a whole system approach. We estimated the impact of devolution until February 2020 on 98 measures of health system performance, using the generalised synthetic control method and adjusting for multiple hypothesis testing. We selected measures from existing monitoring frameworks to populate the WHO Health System Performance Assessment framework. The included measures captured information on health system functions, intermediatory objectives, final goals, and social determinants of health. We identified which indicators were targeted in response to devolution from an analysis of 170 health policy intervention documents. Life expectancy (0.233 years, S.E. 0.012) and healthy life expectancy (0.603 years, S.E. 0.391) increased more in GM than in the estimated synthetic control group following devolution. These increases were driven by improvements in public health, primary care, hospital, and adult social care services as well as factors associated with social determinants of health, including a reduction in alcohol-related admissions (-110.1 admission per 100,000, S.E. 9.07). In contrast, the impact on outpatient, mental health, maternity, and dental services was mixed. Devolution was associated with improved population health, driven by improvements in health services and wider social determinants of health. These changes occurred despite limited devolved powers over health service resources suggesting that other mechanisms played an important role, including the allocation of sustainability and transformation funding and the alignment of decision-making across health, social care, and wider public services in the region.", - "output": "Law", + "input": "Abstract: BACKGROUND: The number of cancer survivors who develop subsequent primary cancers (SPCs) is expected to increase.OBJECTIVE: We evaluated the overall and cancer type-specific risks of SPCs among adult-onset cancer survivors by first primary cancer (FPC) types considering sex and age.METHODS: We conducted a retrospective cohort study using the Health Insurance Review and Assessment database of South Korea including 5-year cancer survivors diagnosed with an FPC in 2009 to 2010 and followed them until December 31, 2019. We measured the SPC incidence per 10,000 person-years and the standardized incidence ratio (SIR) compared with the incidence expected in the general population.RESULTS: Among 266,241 survivors (mean age at FPC: 55.7 years; 149,352/266,241, 56.1% women), 7348 SPCs occurred during 1,003,008 person-years of follow-up (median 4.3 years), representing a 26% lower risk of developing SPCs (SIR 0.74, 95% CI 0.72-0.76). Overall, men with 14 of the 20 FPC types had a significantly lower risk of developing any SPCs; women with 7 of the 21 FPC types had a significantly lower risk of developing any SPCs. The risk of developing any SPC type differed by age; the risk was 28% higher in young (<40 years) cancer survivors (SIR 1.28, 95% CI 1.16-1.42; incidence: 30 per 10,000 person-years) and 27% lower in middle-aged and older (\u226540 years) cancer survivors (SIR 0.73, 95% CI 0.71-0.74; incidence: 80 per 10,000 person-years) compared with the age-corresponding general population. The most common types of FPCs were mainly observed as SPCs in cancer survivors, with lung (21.6%) and prostate (15.2%) cancers in men and breast (18.9%) and lung (12.2%) cancers in women. The risks of brain cancer in colorectal cancer survivors, lung cancer in laryngeal cancer survivors, and both kidney cancer and leukemia in thyroid cancer survivors were significantly higher for both sexes. Other high-risk SPCs varied by FPC type and sex. Strong positive associations among smoking-related cancers, such as laryngeal, head and neck, lung, and esophageal cancers, were observed. Substantial variation existed in the associations between specific types of FPC and specific types of SPC risk, which may be linked to hereditary cancer syndrome: for women, the risks of ovarian cancer for breast cancer survivors and uterus cancers for colorectal cancer survivors, and for men, the risk of pancreas cancer for kidney cancer survivors.CONCLUSIONS: The varying risk for SPCs by age, sex, and FPC types in cancer survivors implies the necessity for tailored prevention and screening programs targeting cancer survivors. Lifestyle modifications, such as smoking cessation, are essential to reduce the risk of SPCs in cancer survivors. In addition, genetic testing, along with proactive cancer screening and prevention strategies, should be implemented for young cancer survivors because of their elevated risk of developing SPCs.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Recent research on human exploitation of molluscs, echinoderms and crustaceans during the Mesolithic in the Cantabrian region (northern Iberia) has shown significant variability in the intensity of the use of coastal resources by the last hunter-fisher-gatherers throughout the similar to 4000-year expanse of the Mesolithic (10,700 - 6,700 cal BP). Previous studies have proposed hypotheses related to demographic changes to explain intensification events. In this paper we aim to unravel whether climatic and environmental changes, or other social factors, such as demography, were involved in the increase in the use of marine resources at certain times. We employed species representation, quantification and biometric analysis of the shell assemblages from the El Toral III archaeological site (Asturias, northern Iberia) to identify patterns in shell exploitation throughout the stratigraphic sequence. To establish the chronology and distinguish occupation phases of the site, we employed Bayesian modelling of radiocarbon measurements. Faunal results show that marine gastropods such as limpets of the Patella genus and topshells Phorcus lineatus (da Costa, 1778) were the most exploited species, while bivalves, echinoids and crustaceans were present in smaller quantities. The comparison of the results for El Toral III with other Mesolithic sites in the region reveals significant temporal differences in the intensity of collection of marine shell species. Results showed that intensification processes are not clearly related to climate change but to other social factors, such as demography, suggesting that intensification and relaxation in shell collection events were strategies adopted depending on the needs of the human groups at different times.", - "output": "Archaeology", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Effective governance arrangements are central to the successful functioning of health systems. While the significance of governance as a concept is acknowledged within health systems research, its interplay with health system reform initiatives remains underexplored in the literature. This study focuses on the development of new regional health structures in Ireland in the period 2018-2023, one part of a broader health system reform programme aimed at greater universalism, in order to scrutinise how aspects of governance impact on the reform process, from policy design through to implementation.METHODS: This qualitative, multi-method study draws on document analysis of official documents relevant to the reform process, as well as twelve semi-structured interviews with key informants from across the health sector. Interviews were analysed according to thematic analysis methodology. Conceiving governance as comprising five domains (Transparency, Accountability, Participation, Integrity, Capacity) the research uses the TAPIC framework for health governance as a conceptual starting point and as initial, deductive analytic categories for data analysis.RESULTS: The analysis reveals important lessons for policymakers across the five TAPIC domains of governance. These include deficiencies in accountability arrangements, poor transparency within the system and vis-a-vis external stakeholders and the public, and periods during which a lack of clarity in terms of roles and responsibilities for various process and key decisions related to the reform were identified. Inadequate resourcing of implementation capacity, competing policy visions and changing decision-making arrangements, among others, were found to have originated in and continuously reproduced a lack of trust between key institutional actors. The findings highlight how these challenges can be addressed through strengthening governance arrangements and processes. Importantly, the research reveals the interwoven nature of the five TAPIC dimensions of governance and the need to engage with the complexity and relationality of health system reform processes.CONCLUSIONS: Large scale health system reform is a complex process and its governance presents distinct challenges and opportunities for stakeholders. To understand and be able to address these, and to move beyond formulaic prescriptions, critical analysis of the historical context surrounding the policy reform and the institutional relationships at its core are needed.", - "output": "Philosophy", + "input": "Abstract: In this study bronze mirrors from the Zonglvcheng cemetery in Linzi city, the unique bronze mirror production centre of the Western Han dynasty (WHD, 202 BCE-8 CE), were subjected to scientific examinations. Compositional and lead isotope ratio analyses on 41 bronze mirrors from different periods of WHD were conducted. For the first time, a mirror made of pure lead and another one made with highly radiogenic lead were identified. The compositional analysis revealed a roughly stable copper-tin-lead ratio of 14:5:1 for mirrors, providing insights into the standardised mirror production. The interpretation of isotope ratios was done by combining characteristic parameters and kernel density estimate methods, compiling a wide range of published data for comparison to mitigate the detrimental effects of the overlap effect. The results indicate that the majority of mirrors were produced within Linzi city, but their lead sources were likely from the Xiaoqinling metallogenic belt controlled by the Han Empire rather than local to Shandong province. This study demonstrates that changes in the alloy compositions and ore sources for bronze mirrors and other objects with time were influenced by state-intervention economic policies, providing a new perspective for the study of technical and economic history during the WHD.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The dispersal and development of pastoralism during the Bronze Age profoundly influenced human livelihoods and adaptability to diverse environments in northwestern China. Although diachronic changes in the composition of animal resources have been discussed, the specific utilization form of these resources remains unclear due to the lack of age-class and sex ratio data for inferring population structure. Here, we report new zooarchaeological data from the Haizang site dated between 4000 and 3500 cal. yr BP in an oasis in northwestern China's Hexi Corridor. The 7092 identified animal remains are dominated by sheep/goat (53.44%) and cattle (15.61%), supplemented by pig (11.96%) and wildlife (11.11%), representing the largest animal remains assemblage in this area thus far. The mortality age profiles of sheep/goat and cattle remains show that domesticated ruminants were utilized for multiple purposes, implying the introduction of livestock utilization knowledge alongside these species. During this stage, the reliance of local subsistence on ruminant pastoralism was geographically varied in and around the Hexi Corridor, although these areas shared similar Qijia cultural phenomena. We argue that ancient inhabitants of Haizang took a more ruminant-focused and multipurpose animal utilization strategy, which alleviated the survival pressure caused by colder and drier climate in the global context of '4.2 ka BP event' and underpinned local social development. The acceleration of trans-regional exchange across Eurasia during the early Bronze Age provided the paramount material and knowledge for this transformation.", - "output": "Archaeology", + "input": "Abstract: Despite prolific jail diversion initiatives, people with serious mental illness continue to be overrepresented in the criminal legal system. This continued overrepresentation has led to recent calls to address social determinants of health and criminal risk factors rather than to allocate new resources to diverting people from the criminal legal system. This shift toward prevention by addressing social factors that influence health and criminal legal outcomes should occur alongside a continued focus on diversion to understand what works and for whom. An effective, well-funded, and comprehensive community-based mental health services system could serve as the ultimate intercept for preventing criminal legal system involvement.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This Viewpoint describes implications for medicine and public health if the US Supreme Court decides to overturn or narrow Chevron deference.", - "output": "Law", + "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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: A novel three-dimensional mechanical metamaterial with low frequency bandgaps and negative Poisson's ratio is designed, consisting of a conventional three-dimensional reentrant structure and periodic resonators, with the aim of achieving vibration isolation and impact mitigation. The bandgap characteristic of the proposed metamaterial is determined computationally, and its dispersion diagram exhibits both partial bandgaps and a complete bandgap within a frequency band of interest. The mechanism for bandgap occurrence is characterised as the local resonance of ligaments and resonators, according to a vibration mode analysis. The wave attenuation capacity of the proposed metamaterial is derived numerically and experimentally from semi-infinite and finite-size metamaterial models, showing a good agreement with the predicted bandgap. Additionally, a thorough study on the design flexibility indicates that the bandgap characteristic can be directly tailored by changing the geometrical parameters of the proposed metamaterial. This allows further optimisation of the metamaterial for potential applications. The dynamic performance of the proposed metamaterial under an impact load is investigated by a finite element model. This demonstrates that the metamaterial reduces the transmitted force by a factor of 1.6 (for peak value) and 2.0 (for root mean square value) under a pulse impact with a duration of 0.88 ms. The impact mitigation result obtained from the impact test confirms that the metamaterial shows a mitigation capacity which is approximately 20% better than that of the conventional reentrant structure.", + "input": "Abstract: To investigate the influences of geometrical size and discharge voltage of the pulse discharge equipment on the fracture characteristics and mechanisms of sandstone under high-voltage pulses, a series of experiments was conducted using a high-voltage pulse discharge device on sandstone circular disc specimens of sandstone with a thickness of 10 mm. These experiments covered a range of disc diameters ranging from 50 mm to 142 mm and discharge voltages from 15 kV to 40 kV. Through these experiments, the fracture characteristics of sandstone at both macroscopic and microscopic levels were investigated. In the experiments, a quantitative analysis of surface fracture was undertaken based on fracture density and fractal damage. Additionally, using the principle of energy equivalence, numerical simulation methods were used to study the damage evolution process in sandstone. The research results indicate that the formation and distribution of fractures in the sandstone specimens are significantly affected by geometrical size and discharge voltage. By analyzing the interaction between stress waves and fracture propagation, combined with indoor experimental results, the fracture mechanism was revealed. The high temperature and shock wave generated by the plasma channel leads to the crushing zone near the electrode, while the circumferential tensile component of the stress wave can result in radial fractures, and the reflected tensile wave leads to circumferential and radial fractures near the boundary.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Jasbir K. Puar and Dima Srouji build upon their respective work in architecture, visual art and decolonial theory to produce a collaborative examination of colonial pathologies for Sharjah Art Biennial 15, 2023. Srouji's architecture and art practice encompass a variety of mediums that allow her to explore notions of heritage and public space in Palestine and the region. Puar is a writer and scholar whose current work focuses on settler colonial violence, disability and debility in Palestine. Their collaborative installations integrate understandings of space and planning with the contemporary politics of resistance in the context of Palestine and the surrounding region.At Sharjah Art Biennial 15, Puar and Srouji present 'Revolutionary Enclosures (Until the Apricots)' (2023), a series of household items that respond to the material conditions of lockdown, interweaving the artists' experiences of COVID-19 quarantine in Palestine and their memories of the Second Intifada (2000-2005), a major Palestinian uprising against Israel. The project reframes everyday objects emblematic of the trauma of enclosure for Palestinians as transformative matter and reservoirs of affective practices of resilience, community and caregiving: hoarded cans of tuna form the constituent parts of a radiator signifying warmth; resin apricots evoke the exchange of sustenance among neighbours; shrapnel becomes decorative wallpaper motifs; a stairwell used as shelter from air raids transforms into a communal reading space. Exploring the collective rhythms and materialities of these conditions, Srouji and Puar conjure the everyday making and remaking of the commons through and against the constraints of siege and containment.The conversation published here took place between March and September 2023, and thus predates the latest phase in the catastrophic violence that has historically defined Israel's relationship to Palestine and the Palestinians. Triggered by an unprecedented and shocking attack by Hamas on 7 October, Israel's genocidal military campaign in Gaza is not an anomaly, but in line with and part and parcel of the systematic ethnic cleansing of the Palestinians and the Apartheid system that the settler colonial state of Israel has relied on for its sustenance since 1948. The questions asked here by Maasri and Toukan, as well as the artworks discussed by Jasbir and Srouji, probe aspects of this very condition that has brought us to the unabashed genocidal violence we are now all witness to today.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Obsihir-5 holds some of the earliest evidence for the utilization of livestock in the mountainous regions of Central Asia. However, direct evidence of herding is lacking at the site. Geoarchaeological investigations, including textural, geochemical, mineralogical and micromorphological methods, have focused on the reconstruction of site formation and the search for direct evidence of herding activities. The sedimentary sequence at Obishir-5 has been divided into three facies: (1) SU0-SU1 (Bronze Age and Middle Ages), (2) SU2-SU3 (Obishirian), and (3) SU4-SU5 (Mesolithic/Epipaleolithic). SU1 formed through colluvial processes and was reworked by human and human-related activities. It is likely that these activities included herding and burning. Given the presence of herbivore dung and trampling in the sedimentary record, SU1 could include fumier-style accumulation. SU2-SU3 formed from the accumulation of coarse debris and fine particles originating from colluvial processes, physical weathering, aeolian processes and anthropogenic activity, such as burning. The archaeological material, including bones, charcoal and herbivore dung is intermixed with geogenic sediments and shows evidence of reworking. SU4-SU5 formed from colluvial and aeolian processes with low sedimentation rate. Human activity here was of low intensity and sporadic. The study of the sedimentary record has shown evidence of the use of dung and wood as fuel during the Obishirian period. However, it is not clear whether the sediments represent fumier deposits and therefore herding, as they have been heavily reworked. Nevertheless, the study opens up perspectives for the presence of livestock at the site during the Obishirian occupation. The methodology employed has allowed the reconstruction of the site formation history.", - "output": "Archaeology", + "input": "Abstract: Between the years 2013-2016, the artist & Idot;z & Ouml;ztat created four distinct bodies of work, all of which engaged aspects of water. This period was marked in Turkey by the heightened tensions around the neoliberal (re)distribution of public space and public resources, which escalated in the aftermath of the Gezi Park Protests of 2013. In this article, the author argues that, beyond its immediate critique of contemporary capitalist appropriation, & Ouml;ztat's engagement with water builds relations across time, space, and species to recall histories of the Armenian Genocide, challenging the denials of official historiography. By tapping into the linguistic, cultural, and material imaginaries of water, and learning from the present-day water protection movements, & Ouml;ztat engages the diverse histories carried across waterways. Water becomes a nexus through which the artist locates and articulates the physical and epistemic violence of modernity, particularly as it indexes community, conscience, and ecology from the late 19th century to the present.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Cognitive decline, mental health and mindset factors can all affect the autonomy and well-being of older adults. As the number of older adults across the globe increases, interventions to improve well-being are urgently needed. Improvisational theatre (improv) and improv-based interventions are well-suited to address this need. Studies have shown that participation in improv-based interventions has a positive impact on mental health indicators, including depressive symptoms, well-being and social connectedness, as well as cognitive skills such as attention and memory. In addition, improv-based interventions have been beneficial for people with dementia, improving positive affect, self-esteem and communication. In this article, we describe improvisational theatre, or improv, and the reasons it has emerged from a form of spontaneous theatre that involves playfulness and creativity to an important tool to effect behavioural change in individuals and groups. We then review the literature on the effects of improv in ageing populations, with a focus on social, emotional and cognitive functioning. Finally, we make recommendations on designing improv-based interventions so that future research, using rigorous quantitative methods, larger sample sizes and randomised controlled trials, can expand the use of improv in addressing important factors related to autonomy and well-being in older adults.", - "output": "Philosophy", + "input": "Abstract: Recent work finds that nonviolent resistance by ethnic minorities is perceived as more violent and requiring more policing than identical resistance by ethnic majorities, reducing its impact and effectiveness. We ask whether allies-advantaged group participants in disadvantaged group movements-can mitigate these barriers. On the one hand, allies can counter negative stereotypes and defuse threat perceptions among advantaged group members, while raising expectations of success and lowering expected risks among disadvantaged group members. On the other hand, allies can entail significant costs, carrying risks of cooptation, replication of power hierarchies, and marginalization of core constituencies. To shed light on this question we draw on the case of the Black Lives Matter (BLM) movement, which, in 2020, attracted unprecedented White participation. Employing a national survey experiment, we find that sizeable White presence at racial justice protests increases protest approval, reduces perceptions of violence, and raises the likelihood of participation among White audiences, while not causing significant backlash among Black audiences. Black respondents mostly see White presence as useful for advancing the movement's goals, and predominant White presence reduces expectations that protests will be forcefully repressed. We complement these results with analysis of tens of thousands of images shared on social media during the 2020 BLM protests, finding a significant association between the presence of Whites in the images and user engagement and amplification. The findings suggest that allyship can be a powerful tool for promoting sociopolitical change amid deep structural inequality.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In forensic science, glyphosate (GLYP) and glufosinate (GLUF), a class of non-selective broad-spectrum herbicides, have been frequently encountered in many fatal poisoning and suicide cases due to their widespread availability. Therefore, it is essential to develop an effective method for detecting these compounds. Some conventional methods, such as gas chromatography-mass spectrometry (GC-MS) or liquid chromatography-mass spectrometry (LC-MS), have been reported to detect these compounds. However, these methods are not ideal for their time-consuming and non-sensitive feature. Herein, probe electrospray ionization (PESI) tandem mass spectrometry (MS/MS), a fast and sensitive technique, was applied for the determination of GLYP and GLUF in human blood, which can obtain analytical results within 0.5 min without derivatization and chromatographic separation. After protein precipitation of blood samples, the supernatant was mixed with isopropanol and ultra-pure water (1:1 v/v). Then, 8 muL of the mixture was introduced into the plastic sample plate for PESI-MS/MS analysis. The limits of detection (LODs) of the method were 0.50 mug/mL and 0.25 mug/mL for two analytes, and the limits of quantitation (LOQs) were both 1.00 mug/mL, which are higher than the concentration of reported poisoning and fatal cases. In the linear range of 1-500 mug/mL, the regression coefficients (r2) for GLYP and GLUF were over 0.99. The matrix effects ranged from 94.8 % to 119.5 %, and the biases were below 4.3 %. The recoveries ranged between 84.8 % and 107.4 %, and the biases were below 7.6 %. Meanwhile, the method was effectively utilized to detect and quantify the blood, urine, and other samples. Consequently, the results suggest that PESI-MS/MS is a straightforward, fast, and sensitive method for detecting GLUF and GLYP in forensics. In the future, PESI-MS/MS will become an indispensable technique for polar substances in grassroots units of public security where rapid detection is essential.", - "output": "Economics", + "input": "Abstract: The Copenhagen burnout inventory-student survey (CBI-SS) has shown promising psychometric properties in diverse student populations. This study aims to investigate the psychometric properties of the Nigerian version of the CBI-SS. This was a cross-sectional study of 635 students from Ekiti State University, Ado-Ekiti, Nigeria. Confirmatory factor analysis (CFA) was utilized to assess the CBI-SS validity. The reliability score of the CBI-SS was 0.957, ranging from 0.862 to 0.914 for the subscales. Correlation coefficients among the four CBI-SS factors ranged from 0.507 to 0.713. The CFA indicated an adequate goodness-of-fit for the four-factor model of the CBI-SS with the sample data. However, Item 10 was removed due to unacceptably low Average Variance Extracted score. The four factors demonstrated a negative correlation with both General Academic Self-Efficacy Scale and Cumulative Grade Point Average. Furthermore, both self-reported burnout and perceived course stress showed associations with the CBI-SS, where lower levels of burnout corresponded with lower median scores on the CBI-SS scales. This study underscores the significance of the CBI-SS in evaluating student burnout within our student population. The findings indicate that the CBI-SS is a highly reliable and valid instrument for assessing student burnout, suggesting its potential for effective utilization in the Nigerian academic context.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Despite a world-leading educational system, an achievement gap in educational outcomes exists between children of refugee background and native-born peers in Finland. To offer targeted support for children at schools, we need to be able to reliably assess and understand the interplay of the aspects of children's cognitive, social, and mental health functions that may explain the underachievement of refugee children. This study tests a novel research-based, universally applicable screening battery for evaluating cognitive, social, and mental health functioning of children at schools and planning supportive actions. It aims to answer research questions about a) the cognitive, social, and mental health functioning of refugee children compared with non-refugee immigrant and native-born children, b) the interplay of these different functions among refugee and other children,c) whether implementing a screening battery can inform schools in planning supportive actions for (refugee) children, and d) whether such supportive actions result in improvements in cognitive, social, and mental health functioning.METHODS: Four hundred fifty children aged 10-12 will be recruited from primary schools, including 150 children of refugee background, 150 of non-refugee immigrant background, and 150 native-born Finnish children. A screening battery including tasks and questionnaires on different aspects of cognitive, social, and mental health functioning will be used to assess the children in their classrooms at the start and end of a school year. Supporting information will also be collected from parents and teachers. The information gathered will be collated into class-level feedback reports for teachers and, with parental permission, individualized reports for multiprofessional student welfare bodies, for informing supportive actions. Correlational and latent profile analyses, ANOVAs, and linear regression will be used to answer the research questions.DISCUSSION: This study will help clarify how the interplay of cognitive, social, and mental health factors may explain underachievement at school among refugee children. It will provide evidence about the extent to which a standardized screening battery could be helpful in informing and planning supportive actions for children at schools, and whether such supportive actions can lead to positive cognitive, social, or mental health outcomes.TRIAL REGISTRATION: The study will be preregistered on the Open Science Framework.", + "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": "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: Leadership models that uphold feminist qualities of mutuality, collaboration, and distribution of power can foster organizational and community success. Utilizing a systems perspective grounded in land-based analogies can assist with understanding the diversity and strength that come from entire ecosystems around wicked social issues. While Indigenous leadership models have supported such perspectives since time immemorial, current and ongoing acts of colonialism driven by patriarchal systems and violent gender-based policies and procedures have eroded matriarchal leadership models that sustained what is now known as Canada for generations. Reflections of two evolving Indigenous women in leadership note the opportunities to reawaken matriarchal values in organizational and community leadership as a powerful act of reconciliation.", - "output": "Philosophy", + "input": "Abstract: Metallic nanomaterials (MNMs) possess unique properties that have led to their widespread application in fields such as electronics and medicine. However, concerns about their interactions with environmental factors and potential toxicity to aquatic life have emerged. There is growing evidence suggesting MNMs can have detrimental effects on aquatic ecosystems, and are potential for bioaccumulation and biomagnification in the food chain, posing risks to higher trophic levels and potentially humans. While many studies have focused on the general ecotoxicity of MNMs, fewer have delved into their trophic transfer within aquatic food chains. This review highlights the ecotoxicological effects of MNMs on aquatic systems via waterborne exposure or dietary exposure, emphasizing their accumulation and transformation across the food web. Biomagnification factor (BMF), the ratio of the contaminant concentration in predator to that in prey, was used to evaluate the biomagnification due to the complex nature of aquatic food chains. However, most current studies have BMF values of less than 1 indicating no biomagnification. Factors influencing MNM toxicity in aquatic environments include nanomaterial properties, ion variations, light, dissolved oxygen, and pH. The multifaceted interactions of these variables with MNM toxicity remain to be fully elucidated. We conclude with recommendations for future research directions to mitigate the adverse effects of MNMs in aquatic ecosystems and advocate for a cautious approach to the production and application of MNMs.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: BACKGROUND: As a recognized win-win-win approach to international debt relief, Debt-to-Health(D2H)has successfully translated debt repayments into investments in health-related projects. Although D2H has experienced modifications and periodic suspension, it has been playing an increasingly important role in resource mobilization in public health, particularly for low-and middle-income countries deep in debt.MAIN TEXT: D2H, as a practical health financing instrument, is not fully evidenced and gauged by academic literature though. We employed a five-step scoping review methodology. After posing questions, we conducted comprehensive literature searches across three databases and one official website to identify relevant studies.We also supplemented our research with expert interviews. Through this review and interviews, we were able to define the concept and structure of D2H, identify stakeholders, and assess its current shortcomings. Finally, we proposed relevant countermeasures and suggestions.CONCLUSION: This paper examines the D2H project's implementation structure and influencing variables, as well as the current research plan's limitations, with a focus on the role health funding institutions have played during the project's whole life. Simultaneously, it examines the interdependencies between debtor nations, creditor nations, and health financing establishments, establishing the groundwork for augmenting and revamping D2H within the ever-changing worldwide context of health development assistance.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: This study was conducted to reveal the relationship between nursing students' disaster response self-efficacy and their disaster preparedness perceptions.METHODS: This cross-sectional study was conducted on nursing students after a major earthquake that occurred in Turkey on February 6, 2023 (n = 302). Data collection took place from June 2023 to October 2023, using the Disaster Response Self-Efficacy Scale (DRSES) and Disaster Preparedness Perception Scale (DPPS). Descriptive statistics, independent samples t-test, correlation, and multiple linear regression analysis were used to analyze the data.RESULTS: Nursing students' DRSES mean score was 63.35 \u00b1 10.83 (moderate level) and DPPS mean score was 3.41 \u00b1 0.50 (high level). A positive and moderate correlation was found between nursing students' DRSES and DPPS scores (r = 0.515; P = 0.000). Predictors affecting nursing students' disaster preparedness are disaster response self-efficacy score, being male, and making a family disaster plan.CONCLUSIONS: The results of this study highlight the importance of increasing the disaster response self-efficacy needed by nursing students to successfully assist patients in disaster situations.", - "output": "Law", + "input": "Abstract: Almost 400 years ago, Rubens copied Titian's The Fall of Man, albeit with important changes. Rubens altered Titian's original composition in numerous ways, including by changing the gaze directions of the depicted characters and adding a striking red parrot to the painting. Here, we quantify the impact of Rubens's choices on the viewer's gaze behavior. We displayed digital copies of Rubens's and Titian's artworks-as well as a version of Rubens's painting with the parrot digitally removed-on a computer screen while recording the eye movements produced by observers during free visual exploration of each image. To assess the effects of Rubens's changes to Titian's composition, we directly compared multiple gaze parameters across the different images. We found that participants gazed at Eve's face more frequently in Rubens's painting than in Titian's. In addition, gaze positions were more tightly focused for the former than for the latter, consistent with different allocations of viewer interest. We also investigated how gaze fixation on Eve's face affected the perceptual visibility of the parrot in Rubens's composition and how the parrot's presence versus its absence impacted gaze dynamics. Taken together, our results demonstrate that Rubens's critical deviations from Titian's painting have powerful effects on viewers' oculomotor behavior.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The importance of vaccination in combating the COVID-19 pandemic is widely acknowledged. The aim of this study was (1) to understand how one's vaccine conspiracy beliefs would influence their public health news processing, (2) to examine how specific public health news features (i.e., news frame) would influence message processing, and (3) to examine if there were any differences between Black and White participants in their message processing.METHODS: A nationwide online experiment (N=821) with a 3 (vaccine conspiracy beliefs: high vs. moderate vs. low)*2 (participants' race: Black vs. White)*2 (news frames: gain vs. loss) mixed-factorial design was conducted in the United States.RESULTS: Participants' level of vaccine conspiracy beliefs was predictive of their responses to outcome measures. Additionally, Black participants reported higher perceived message effectiveness, more favorable attitudes toward the message, and higher vaccination intentions than White participants. Furthermore, health news that emphasized vaccination benefits produced more favorable attitudes than those emphasizing losses associated with non-vaccination, especially for White participants. Lastly, participants reported more favorable attitudes toward gain-framed health news regardless of their vaccine conspiracy beliefs.CONCLUSION: It is crucial for health officials to work to find effective media message strategies to combat COVID-19 vaccine conspiracy theories and misinformation. Furthermore, this study supports the significance of health organizations' ongoing efforts to tailor public health messaging to specific racial groups, as evidenced by considerable variations in perceptions among Black and White Americans.", - "output": "Communication", + "input": "Abstract: Community food environments (CFEs) have a strong impact on child health and nutrition and this impact is currently negative in many areas. In the Republic of Argentina, there is a lack of research evaluating CFEs regionally and comprehensively by tools based on geographic information systems (GIS). This study aimed to characterize the spatial patterns of CFEs, through variables associated with its three dimensions (political, individual and environmental), and their association with the spatial distribution in urban localities in Argentina. CFEs were assessed in 657 localities with \u22655,000 inhabitants. Data on births and CFEs were obtained from nationally available open-source data and through remote sensing. The spatial distribution and presence of clusters were assessed using hotspot analysis, purely spatial analysis (SaTScan), Moran's Index, semivariograms and spatially restrained multivariate clustering. Clusters of low risk for LBW, macrosomia, and preterm births were observed in the central-east part of the country, while high-risk clusters identified in the North, Centre and South. In the central-eastern region, low-risk clusters were found coinciding with hotspots of public policy coverage, high night-time light, social security coverage and complete secondary education of the household head in areas with low risk for negative outcomes of the birth variables studied, with the opposite with regard to households with unsatisfied basic needs and predominant land use classes in peri-urban areas of crops and herbaceous cover. These results show that the exploration of spatial patterns of CFEs is a necessary preliminary step before developing explanatory models and generating novel findings valuable for decision-making.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: If elected, Claudia Sheinbaum Pardo would bring an extensive background in science and engineering to Mexico's presidency. But many researchers are anxious about how she would govern.", - "output": "Law", + "input": "Abstract: This article describes the organization, operation, and contents of the Virtual Historical Archive of the Faculty of Psychology, University of Buenos Aires, Argentina. The organization of this archive started in 2008, as part of the activities planned by the Chair II of History of Psychology, and gained the support of the Faculty of Psychology. From its beginnings to the present, several documentary sources and materials related to the history of psychology in Argentina have been incorporated. It currently contains six thematic sections and three special collections, and it is expected that in the future it will be extended to other thematic areas. (PsycInfo Database Record (c) 2024 APA, all rights reserved).", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We report recent observations using a synchrotron X-ray micro-beam to retrieve images from tarnished 19th century daguerreotypes. We confirm that high quality image can always be retrieved from tarnished plates using Hg L alpha XRF as long as the bulk of the image particles and their distribution remains intact. We also report results from using tunable tender X-rays (2 - 7 keV) to conduct imaging in high vacuum at energy above the Ag L-edge and the Hg M-edge, extracting images using Ag L alpha and Hg M alpha, respectively among others (e.g., S to track corrosion). Images obtained with the surface sensitive total electron yield (TEY) and the bulk sensitive fluorescence yield (FLY) as well as corresponding micro-XANES are reported. Flux tolerance to high intensity X-beam is also explored. These results and their implications for cultural heritage research are discussed. (c) 2024 The Authors. Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR). This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )", - "output": "Art", + "input": "Abstract: Obsihir-5 holds some of the earliest evidence for the utilization of livestock in the mountainous regions of Central Asia. However, direct evidence of herding is lacking at the site. Geoarchaeological investigations, including textural, geochemical, mineralogical and micromorphological methods, have focused on the reconstruction of site formation and the search for direct evidence of herding activities. The sedimentary sequence at Obishir-5 has been divided into three facies: (1) SU0-SU1 (Bronze Age and Middle Ages), (2) SU2-SU3 (Obishirian), and (3) SU4-SU5 (Mesolithic/Epipaleolithic). SU1 formed through colluvial processes and was reworked by human and human-related activities. It is likely that these activities included herding and burning. Given the presence of herbivore dung and trampling in the sedimentary record, SU1 could include fumier-style accumulation. SU2-SU3 formed from the accumulation of coarse debris and fine particles originating from colluvial processes, physical weathering, aeolian processes and anthropogenic activity, such as burning. The archaeological material, including bones, charcoal and herbivore dung is intermixed with geogenic sediments and shows evidence of reworking. SU4-SU5 formed from colluvial and aeolian processes with low sedimentation rate. Human activity here was of low intensity and sporadic. The study of the sedimentary record has shown evidence of the use of dung and wood as fuel during the Obishirian period. However, it is not clear whether the sediments represent fumier deposits and therefore herding, as they have been heavily reworked. Nevertheless, the study opens up perspectives for the presence of livestock at the site during the Obishirian occupation. The methodology employed has allowed the reconstruction of the site formation history.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Still life paintings comprise a wealth of data on visual perception. Prior work has shown that the color statistics of objects show a marked bias for warm colors. Here, we ask about the relative chromatic contrast of these object-associated colors compared with background colors in still life paintings. We reasoned that, owing to the memory color effect, where the color of familiar objects is perceived more saturated, warm colors will be relatively more saturated than cool colors in still life paintings as compared with photographs. We analyzed color in 108 slides of still life paintings of fruit from the teaching slide collection of the Fogg University Art Museum and 41 color-calibrated photographs of fruit from the McGill data set. The results show that the relatively higher chromatic contrast of warm colors was greater for paintings compared with photographs, consistent with the hypothesis.", - "output": "Art", + "input": "Abstract: BACKGROUND: Whether nutrition messages in popular health magazines differ by country or season has seldom been studied. We assessed the nutrition topics featured in the headlines of Men's Health (MH) and Women's Health (WH) magazines from different countries.METHODS: We sampled MH and WH magazines from Portugal, South Africa, Spain, the UK and the USA. Nutrition-related headlines were categorized as weight loss, weight gain, micronutrients and other.RESULTS: The most frequent topics were Other (44%) and weight loss (41%), while micronutrients represented 4%. Topics related to weight gain were more frequent in MH (19% vs. 2% in WH), while no difference was found for weight loss (44% vs. 37% in WH). On multivariable analysis, weight gain had a higher likelihood of being present in MH than in WH, Odds ratio and (95% confidence interval): 8.3 (2.2-90.9), p=0.002, while no association was found for weight loss: OR 1.1 (0.6-2.0), p=0.80. Weight loss was absent from the US WH and present in two thirds of the Portuguese WH; in MH, weight gain was evenly distributed between countries. Prevalence of the weight loss topic was lower in March (15% vs. 54% in January, p<0.01 by logistic regression) and to a lesser degree in June (35%) and July (35%). No seasonality was found for the weight gain topic.CONCLUSION: In WH and MH magazines, nutrition topics vary according to gender, country, and season. Weight gain remains a male topic, while weight loss is equally prevalent in both women's and men's magazines.", + "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: This review aimed to quantify the impact of socioeconomic status on functional outcomes from stroke and identify the socioeconomic status indicators that exhibit the highest magnitude of association.METHODS AND RESULTS: We performed a systematic literature search across Medline and Embase from inception to May 2022, to identify observational studies (n\u2265100, and in English). Risk of bias was assessed using the modified Newcastle Ottawa Scale. Random effects meta-analysis was used to pool data. We included 19 studies (157715 patients, 47.7% women) reporting functional outcomes measured with modified Rankin Scale or Barthel index, with 10 assessed as low risk of bias. Measures of socioeconomic status reported were education (11 studies), income (8), occupation (4), health insurance status (3), and neighborhood socioeconomic deprivation (3). Pooled data suggested that low socioeconomic status was significantly associated with poor functional outcomes, including incomplete education or below high school level versus high school attainment and above (odds ratio [OR], 1.66 [95% CI, 1.40-1.95]), lowest income versus highest income (OR, 1.36 [95% CI, 1.02-1.83]), a manual job/being unemployed versus a nonmanual job/working (OR, 1.62 [95% CI, 1.29-2.02]), and living in the most disadvantaged socioeconomic neighborhood versus the least disadvantaged (OR, 1.55 [95% CI, 1.25-1.92]). Low health insurance status was also associated with an increased risk of poor functional outcomes (OR, 1.32 [95% CI, 0.95-1.84]), although this was association was not statistically significant.CONCLUSIONS: Despite great strides in stroke treatment in the past decades, social disadvantage remains a risk factor for poor functional outcome after an acute stroke. Further research is needed to better understand causal mechanisms and disparities.", - "output": "Education", + "input": "Abstract: Leadership models that uphold feminist qualities of mutuality, collaboration, and distribution of power can foster organizational and community success. Utilizing a systems perspective grounded in land-based analogies can assist with understanding the diversity and strength that come from entire ecosystems around wicked social issues. While Indigenous leadership models have supported such perspectives since time immemorial, current and ongoing acts of colonialism driven by patriarchal systems and violent gender-based policies and procedures have eroded matriarchal leadership models that sustained what is now known as Canada for generations. Reflections of two evolving Indigenous women in leadership note the opportunities to reawaken matriarchal values in organizational and community leadership as a powerful act of reconciliation.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: A novel three-dimensional mechanical metamaterial with low frequency bandgaps and negative Poisson's ratio is designed, consisting of a conventional three-dimensional reentrant structure and periodic resonators, with the aim of achieving vibration isolation and impact mitigation. The bandgap characteristic of the proposed metamaterial is determined computationally, and its dispersion diagram exhibits both partial bandgaps and a complete bandgap within a frequency band of interest. The mechanism for bandgap occurrence is characterised as the local resonance of ligaments and resonators, according to a vibration mode analysis. The wave attenuation capacity of the proposed metamaterial is derived numerically and experimentally from semi-infinite and finite-size metamaterial models, showing a good agreement with the predicted bandgap. Additionally, a thorough study on the design flexibility indicates that the bandgap characteristic can be directly tailored by changing the geometrical parameters of the proposed metamaterial. This allows further optimisation of the metamaterial for potential applications. The dynamic performance of the proposed metamaterial under an impact load is investigated by a finite element model. This demonstrates that the metamaterial reduces the transmitted force by a factor of 1.6 (for peak value) and 2.0 (for root mean square value) under a pulse impact with a duration of 0.88 ms. The impact mitigation result obtained from the impact test confirms that the metamaterial shows a mitigation capacity which is approximately 20% better than that of the conventional reentrant structure.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The biographies of some celebrated artists are marked by accounts that paint a far from beautiful portrait. Does this negative-social knowledge influence the aesthetic experience of an artwork? Does an artist's fame protect their paintings from such an influence? We present two preregistered experiments examining the effect of social-emotional biographical knowledge about famous and unknown artists on the reception and perception of their paintings, using aesthetic ratings and neurocognitive measures. In Experiment 1, paintings attributed to artists characterised by negative biographical information were liked less, evoked greater feelings of arousal and were judged lower in terms of quality, than paintings by artists associated with neutral information. No modulation of artist renown was found. Experiment 2 fully replicated these behavioural results and revealed that paintings by artists associated with negative social-emotional knowledge also elicited enhanced early brain activity related to visual perception (P1) and early emotional arousal (early posterior negativity; EPN). Together, the findings suggest that negative knowledge about famous artists can shape not only explicit aesthetic evaluations, but may also penetrate the perception of the artwork itself.", - "output": "Art", + "input": "Abstract: This multi-disciplinary study examines the historical and technical aspect of the supply of ornamental white marble in Ottoman Algiers between the seventeenth and nineteenth centuries. Our systematic analysis of Ottoman Regency administration archives, specifically the correspondence between provincial chiefs of Algiers and Cherchell dating from 1824 to 1825AD, reveals two distinct supply routes for white ornamental marble to Algiers' building sites. The first identifies Genoa as the sole source of imports, while the second confirms the reuse of remains from the ancient Roman city of Caesarea/Cherchell. To verify these provenances of ornamental white marble, petrographic and geochemical analyses were conducted on fifteen (15) white marble samples collected from the architectural elements of the Ottoman Algiers Citadel. This palatial complex's construction and subsequent completion coincide with the period of the archival data. Experimental results confirm the Italian origin of the majority of samples, primarily from Carrara.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: AIMS: This study aimed to investigate the feasibility and effectiveness of utilizing three-dimensional (3D) printing technology in the simulation teaching of congenital malformations.METHODS: We conducted a comparative analysis between an experimental group that received traditional teaching supplemented with 3D printing model demonstrations and hands-on model operation, and a control group that received traditional teaching methods. Various parameters, including classroom interest, classroom interaction, learning enthusiasm, disease awareness, teaching satisfaction, and independent operation confidence, were assessed, along with theoretical and practical tests.RESULTS: The results showed no significant difference in theoretical test scores between the two groups (91.92\u00b115.04 vs. 89.44\u00b114.89), but the practical test revealed a significantly higher number of qualified trainees in the experimental group compared to the control group (23 vs. 8). In terms of classroom engagement, both groups exhibited similar levels of interest (8.08\u00b11.52 vs. 8.74\u00b10.984), classroom interaction (7.88\u00b11.97 vs. 8.7\u00b11.33), learning enthusiasm (8.81\u00b11.021 vs. 8.52\u00b11.189), and disease awareness (8.58\u00b10.99 vs. 8.58\u00b10.99). However, the experimental group demonstrated significantly higher teaching satisfaction (8.81\u00b11.06 vs. 9.19\u00b10.96) and greater operation confidence (7.67\u00b12.56 vs. 5.5\u00b12.79) than the control group.CONCLUSION: 3D printing technology can be effectively utilized to create surgical teaching models, enhancing the confidence of standardized training doctors and improving teaching outcomes.", - "output": "Communication", + "input": "Abstract: The ability to answer complex scientific questions depends on the experimental methods available. New methods often allow scientists to answer questions that were previously intractable, leading to discoveries that often dramatically change a field. Beginning with Max Delbruck's famous summer phage course at Cold Spring Harbor Laboratory in 1945, the Phage, Bacterial Genetics, and Advanced Bacterial Genetics courses have provided hands-on experiences to generations of scientists that facilitated the broad adoption of new experimental methods into laboratories around the world. These methods have led to discoveries that changed the way we think about genetics, bacteria, and viruses, transforming our understanding of biology. The impact of these courses has been further amplified by published laboratory manuals that provide detailed protocols for the evolving experimental toolkit. These courses catalyzed intensive and critical discourse about ideas that were previously intractable and provided novel experimental approaches to answer new questions-a process that epitomizes Thomas Kuhn's concepts of Scientific Revolution, spinning off the new field of Molecular Biology and dramatically changing the field of microbiology.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: INTRODUCTION: Alcohol use disorder (AUD) is prevalent among veterans, and excessive alcohol use is associated with significant mental and physical health consequences. Currently, the largest cohort of veterans seeking services at the VA are those from the 1990s Gulf War Era. This cohort of veterans is unique due to the nature of their deployment resulting in a myriad of unexplained symptoms collectively known as Gulf War Illness and higher rates of mental health problems. The present study sought to examine the association between probable AUD and mental health treatment utilization in a sample of 1126 (882 male) Gulf War-era veterans.METHODS: Veterans completed a self-report survey including the AUDIT-C, questions about mental health treatment engagement, and demographic questions.RESULTS: Results demonstrated that approximately 20% of the sample screened positive for probable AUD, determined by standard AUDIT-C cutoff scores. Among those screening positive for AUD, 25% reported engaging in mental health treatment in the past year. Veterans with probable AUD who use VA care had 3.8 times the odds of receiving mental health services than veterans not using VA care. Use of mental health services was associated with mental health comorbidity and identifying as Black/African American.CONCLUSIONS: The results of the present study highlight a significant unmet need for mental health treatment among Gulf War-era veterans with AUD.", + "input": "Abstract: In this Voices article we introduce seven impressive young group leaders who spoke at the recent Ringberg Workshop on Structural Biology organized by Ilme Schlichting from the Max Planck Institute for Medical Research, Heidelberg. We asked them to tell us more about their careers and their exciting research.", "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To evaluate the effectiveness of endoscopic screening against incidence of and mortality from esophageal squamous cell carcinoma (ESCC).METHODS: From January 2012 to September 2016, we conducted a community-based cluster randomized controlled trial involving permanent residents age 45-69 years in a high-risk region for ESCC in northern China. A total of 668 targeted villages were randomly assigned in a 1:1 ratio to the screening group (offered Lugol's chromoendoscopy) or control group (no screening). Intention-to-treat and per-protocol analyses were performed to compare esophageal cancer (EC) incidence and mortality between the two groups. The per-protocol analysis adjusted for nonadherence to the screening procedure.RESULTS: A total of 33,847 participants were included in the analysis: 17,104 in the screening group, 15,165 (88.7%) of whom underwent screening, and 16,743 in the control group. During a maximum follow-up of 9 years, EC incidence in the screening and control groups were 60.9 and 72.5 per 100,000 person-years, respectively; mortality in the screening and control groups were 29.7 and 32.4 per 100,000 person-years, respectively. Compared with the control group, the incidence and mortality of the screening group reduced by 19% (adjusted hazard ratio [aHR], 0.81 [95% CI, 0.60 to 1.09]) and 18% (aHR, 0.82 [95% CI, 0.53 to 1.26]), respectively, in the intention-to-treat analysis; and by 22% (aHR, 0.78 [95% CI, 0.56 to 1.10]) and 21% (aHR, 0.79 [95% CI, 0.49 to 1.30]), respectively, in the per-protocol analysis.CONCLUSION: With a 9-year follow-up, our trial suggests that chromoendoscopic screening induces modest reductions in EC incidence and mortality. A more efficient strategy for EC screening and subsequent patient management should be established to guarantee the effectiveness of endoscopic screening.", - "output": "Demography", + "input": "Abstract: Rather than confining the investigation solely to intentions, as typically done within the unifinality paradigm (e.g. Structural Equation Modeling with prespecified hypotheses), this paper extends the traditional approach by delving into the actual behaviors of tourists through diverse pathways. Employing mixed methods, we aim to uncover potential explanations for the formation of green behavioral patterns among tourists. While our findings reveal a limited variance in behavior explained solely by intention, it is imperative to recognize the critical role of intention as a significant determinant of behavior, as supported by our empirical data.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In this Voices article we introduce seven impressive young group leaders who spoke at the recent Ringberg Workshop on Structural Biology organized by Ilme Schlichting from the Max Planck Institute for Medical Research, Heidelberg. We asked them to tell us more about their careers and their exciting research.", + "input": "Abstract: Professor Robert Lipschitz, MB, ChB, PhD(Med), FRCS(Edin) was a pioneer who established the Spinal Cord Injury Unit, at Chris Hani Baragwanath Hospital, Soweto, Johannesburg, South Africa. A brief description of his academic and clinical accomplishments is given.", "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: Australia II became the first foreign yacht to win the America's Cup in 1983. The boat had a revolutionary wing keel and a better underwater hull form. In official documents, Ben Lexcen is credited with the design. He is also listed as the sole inventor of the wing keel in a patent application submitted on February 5, 1982. However, as reported in New York Times, Sydney Morning Herald, and Professional Boatbuilder, the wing keel was in fact designed by engineer Peter van Oossanen at the Netherlands Ship Model Basin in Wageningen, assisted by Dr. Joop Slooff at the National Aerospace Laboratory in Amsterdam. Based on telexes, letters, drawings, and other documents preserved in his personal archive, this paper presents van Oossanen's account of how the revolutionary wing keel was designed. This is followed by an ethical analysis by Martin Peterson, in which he applies the American NSPE and Dutch KIVI codes of ethics to the information provided by van Oossanen. The NSPE and KIVI codes give conflicting advice about the case, and it is not obvious which document is most relevant. This impasse is resolved by applying a method of applied ethics in which similarity-based reasoning is extended to cases that are not fully similar. The key idea, presented in Peterson's book The Ethics of Technology (Peterson, The ethics of technology: A geometric analysis of five moral principles, Oxford University Press, 2017), is to use moral paradigm cases as reference points for constructing a moral map.", - "output": "Philosophy", + "input": "Abstract: Recent research on human exploitation of molluscs, echinoderms and crustaceans during the Mesolithic in the Cantabrian region (northern Iberia) has shown significant variability in the intensity of the use of coastal resources by the last hunter-fisher-gatherers throughout the similar to 4000-year expanse of the Mesolithic (10,700 - 6,700 cal BP). Previous studies have proposed hypotheses related to demographic changes to explain intensification events. In this paper we aim to unravel whether climatic and environmental changes, or other social factors, such as demography, were involved in the increase in the use of marine resources at certain times. We employed species representation, quantification and biometric analysis of the shell assemblages from the El Toral III archaeological site (Asturias, northern Iberia) to identify patterns in shell exploitation throughout the stratigraphic sequence. To establish the chronology and distinguish occupation phases of the site, we employed Bayesian modelling of radiocarbon measurements. Faunal results show that marine gastropods such as limpets of the Patella genus and topshells Phorcus lineatus (da Costa, 1778) were the most exploited species, while bivalves, echinoids and crustaceans were present in smaller quantities. The comparison of the results for El Toral III with other Mesolithic sites in the region reveals significant temporal differences in the intensity of collection of marine shell species. Results showed that intensification processes are not clearly related to climate change but to other social factors, such as demography, suggesting that intensification and relaxation in shell collection events were strategies adopted depending on the needs of the human groups at different times.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Interview with Fangyuan Hua, who studies forest biodiversity and conservation at Peking University.", - "output": "History", + "input": "Abstract: The archaeological World Heritage Site of Hegra (Mada ' in Salih, Al-Hijr), in Saudi Arabia, is often considered the southern capital of the Nabataean Kingdom. Positioned just northeast of the AlUla Valley (where ancient Dadan is located), the Nabataeans recreated several aspects of their northern capital, Petra. They carved more than 130 tombs into the sandstone outcrops of which nearly a hundred had a monumental character with ornate facades of exceptional beauty and deep sense of enduring. In February 2023, our international, multidisciplinary research team conducted a field campaign in Hegra. Our objective was to measure the orientation of Nabataean tombs and sanctuaries in the area, which could offer new clues to aspects of Nabataean culture and religion that we had studied in earlier works at Petra, and elsewhere in Nabataea. This paper includes the analysis and interpretation of the data on the orientation of 113 tombs, including all monumental ones, the largest coherent set of Nabataean tombs ever analyzed. The results show that the tombs were not randomly orientated but followed a series of patterns, most probably emphasizing the skyscape, within the framework of the Nabataean lunisolar calendar religious festivals, and, on occasions, also the local landscape.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: ObjectiveThere is beauty in cytopathology. That beauty and art can be transmitted and shared through fun images on social media.MethodsAs social media becomes more popular, pathologists and related professionals have started to share the images that they capture at work on their profiles, tagging them with the hashtag #Pathart. #Pathart hashtag unites two concepts innately related: Pathology and art.ResultsWhen groups of pathologists share concurring ideas, the result is an explosion of creativity that spreads even to new professionals and students. In addition, it attracts the attention of people, dedicated to other subjects such as journalism, who, with their interactions, give visibility to our field. This helps counteract the stereotypes and gives people a better understanding of what we do and why it is important. Therefore, the more pathologists and related professionals meet and interact with each other, the better.Conclusions#Pathart images raise great interest among professionals, which contributes to the creation of a united and strong community of pathologists some of whom are dedicated to cytology. Interaction and professional collaboration between these professionals can positively contribute to disseminating scientific content and creating work/research groups. This might have an impact, both direct and indirect, on improving the quality of diagnoses and treatments in our patients.There is beauty in Cytopathology. That beauty and art can be transmitted and shared through fun images on social media, creating a union between a community of professionals who share creative personality traits and a unique sense of humour.image", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The number of cancer survivors who develop subsequent primary cancers (SPCs) is expected to increase.OBJECTIVE: We evaluated the overall and cancer type-specific risks of SPCs among adult-onset cancer survivors by first primary cancer (FPC) types considering sex and age.METHODS: We conducted a retrospective cohort study using the Health Insurance Review and Assessment database of South Korea including 5-year cancer survivors diagnosed with an FPC in 2009 to 2010 and followed them until December 31, 2019. We measured the SPC incidence per 10,000 person-years and the standardized incidence ratio (SIR) compared with the incidence expected in the general population.RESULTS: Among 266,241 survivors (mean age at FPC: 55.7 years; 149,352/266,241, 56.1% women), 7348 SPCs occurred during 1,003,008 person-years of follow-up (median 4.3 years), representing a 26% lower risk of developing SPCs (SIR 0.74, 95% CI 0.72-0.76). Overall, men with 14 of the 20 FPC types had a significantly lower risk of developing any SPCs; women with 7 of the 21 FPC types had a significantly lower risk of developing any SPCs. The risk of developing any SPC type differed by age; the risk was 28% higher in young (<40 years) cancer survivors (SIR 1.28, 95% CI 1.16-1.42; incidence: 30 per 10,000 person-years) and 27% lower in middle-aged and older (\u226540 years) cancer survivors (SIR 0.73, 95% CI 0.71-0.74; incidence: 80 per 10,000 person-years) compared with the age-corresponding general population. The most common types of FPCs were mainly observed as SPCs in cancer survivors, with lung (21.6%) and prostate (15.2%) cancers in men and breast (18.9%) and lung (12.2%) cancers in women. The risks of brain cancer in colorectal cancer survivors, lung cancer in laryngeal cancer survivors, and both kidney cancer and leukemia in thyroid cancer survivors were significantly higher for both sexes. Other high-risk SPCs varied by FPC type and sex. Strong positive associations among smoking-related cancers, such as laryngeal, head and neck, lung, and esophageal cancers, were observed. Substantial variation existed in the associations between specific types of FPC and specific types of SPC risk, which may be linked to hereditary cancer syndrome: for women, the risks of ovarian cancer for breast cancer survivors and uterus cancers for colorectal cancer survivors, and for men, the risk of pancreas cancer for kidney cancer survivors.CONCLUSIONS: The varying risk for SPCs by age, sex, and FPC types in cancer survivors implies the necessity for tailored prevention and screening programs targeting cancer survivors. Lifestyle modifications, such as smoking cessation, are essential to reduce the risk of SPCs in cancer survivors. In addition, genetic testing, along with proactive cancer screening and prevention strategies, should be implemented for young cancer survivors because of their elevated risk of developing SPCs.", - "output": "Demography", + "input": "Abstract: PURPOSE: According to the interpersonal synergy model of spoken dialogue, interlocutors modify their communicative behaviors to meet the contextual demands of a given conversation. Although a growing body of research supports this postulation for linguistic behaviors (e.g., semantics, syntax), little is understood about how this model applies to speech behaviors (e.g., speech rate, pitch). The purpose of this study is to test the hypothesis that interlocutors adjust their speech behaviors across different conversational tasks with different conversational goals.METHOD: In this study, 28 participants each engaged in two different types of conversations (i.e., relational and informational) with two partners (i.e., Partner 1 and Partner 2), yielding a total of 112 conversations. We compared six acoustic measures of participant speech behavior across conversational task and partner.RESULTS: Linear mixed-effects models demonstrated significant differences between speech feature measures in informational and relational conversations. Furthermore, these findings were generally robust across conversations with different partners.CONCLUSIONS: Results suggest that contextual demands influence speech behaviors. These findings provide empirical support for the interpersonal synergy model and highlight important considerations for assessing speech behaviors in individuals with communication disorders.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: As a corridor for population movement out of Africa, the southern Levant is a natural laboratory for research exploring the dynamics of the Middle-to-Upper Paleolithic transition. Yet, the number of well-preserved sites dating to the initial millennia of the Early Upper Paleolithic (EUP; 45-30 ka) remains limited, restricting the resolution at which we can study the biocultural and techno-typological changes evidenced across the transition. With EUP deposits dating to 45-39 ka cal BP, Mughr el-Hamamah, Jordan, offers a key opportunity to expand our understanding of EUP lifeways in the southern Levant. Mughr el-Hamamah is particularly noteworthy for its large faunal assemblage, representing the first such assemblage from the Jordan Valley. In this paper, we present results from taxonomic and taphonomic analyses of the EUP fauna from Mughr el-Hamamah. Given broader debates about shifts in human subsistence across the Middle-to-Upper Paleolithic transition, we also assess evidence for subsistence intensification, focusing especially on the exploitation of gazelle and the use of small game. Taphonomic data suggest that the fauna was primarily accumulated by human activity. Ungulates dominate the assemblage; gazelle (Gazella sp.) is the most common taxa, followed by fallow deer (Dama mesopotamica) and goat (Capra sp.). Among the gazelle, juveniles account for roughly one-third of the sample. While the focus on gazelle and the frequency of juveniles are consistent with broader regional trends, evidence for the regular exploitation of marrow from gazelle phalanges suggests that the EUP occupants of Mughr el-Hamamah processed gazelle carcasses quite intensively. Yet, the overall degree of dietary intensification appears low-small game is rare and evidence for human capture of this game is more equivocal. As a whole, our results support a growing body of data showing gradual shifts in animal exploitation strategies across the Middle-to-Upper Paleolithic transition in the southern Levant.", - "output": "Archaeology", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Interview with Fangyuan Hua, who studies forest biodiversity and conservation at Peking University.", + "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 key to controlling environmental pollution is to promote green innovation in relevant enterprises and achieve a healthy development of the environmental governance system. This paper constructs a tripartite evolutionary game model of environmental protection enterprises, polluting enterprises, and governments, and conducts in-depth research on the influencing factors that promote green innovation in two types of enterprises. MATLAB software is used to analyze the impact of different degrees of influencing variables on system evolution. It has found that (1) increasing the intensity of environmental governance and the level of innovation subsidies by the government can effectively promote green innovation in both types of enterprises. (2) The varying degrees of innovation compensation from polluting enterprises to environmental protection enterprises have a significant impact on system evolution. (3) The initial intention and population size of two types of enterprise entities will have a significant impact on system evolution. In the initial state, subjects with more green innovation are less willing to change their strategies during the evolution process, while the willingness of the other party to green innovation will be suppressed.", - "output": "Law", + "input": "Abstract: BACKGROUND: Existing handover communication tools often lack a clear theoretical foundation, have limited psychometric evidence, and overlook effective communication strategies for enhancing diagnostic reasoning. This oversight becomes critical as communication breakdowns during handovers have been implicated in poor patient care. To address these issues, we developed a structured communication tool: Background, Responsible diagnosis, Included differential diagnosis, Excluded differential diagnosis, Follow-up, and Communication (BRIEF-C). It is informed by cognitive bias theory, shows evidence of reliability and validity of its scores, and includes strategies for actively sending and receiving information in medical handovers.DESIGN: A pre-test post-test intervention study.SETTING: Inpatient internal medicine and orthopaedic surgery units at one tertiary care hospital.INTERVENTION: The BRIEF-C tool was presented to internal medicine and orthopaedic surgery faculty and residents who participated in an in-person educational session, followed by a 2-week period where they practised using it with feedback.MEASUREMENTS: Clinical handovers were audiorecorded over 1week for the pre- and again for the post-periods, then transcribed for analysis. Two faculty raters from internal medicine and orthopaedic surgery scored the transcripts of handovers using the BRIEF-C framework. The two raters were blinded to the time periods.RESULTS: A principal component analysis identified two subscales on the BRIEF-C: diagnostic clinical reasoning and communication, with high interitem consistency (Cronbach's alpha of 0.82 and 0.99, respectively). One sample t-test indicated significant improvement in diagnostic clinical reasoning (pre-test: M=0.97, SD=0.50; post-test: M=1.31, SD=0.64; t(64)=4.26, p<0.05, medium to large Cohen's d=0.63) and communication (pre-test: M=0.02, SD=0.16; post-test: M=0.48, SD=0.83); t(64)=4.52, p<0.05, large Cohen's d=0.83).CONCLUSION: This study demonstrates evidence supporting the reliability and validity of scores on the BRIEF-C as good indicators of diagnostic clinical reasoning and communication shared during handovers.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Diabetes mellitus, a metabolic disease characterized by hyperglycemia, has been witnessed as a rapidly escalating worldwide health crisis. China currently had 140.9 million diabetic population in 2021, which was the largest globally. DM has witnessed a significant surge in the past few decades, leading to an alarming rise in the overall burden caused by this disease. To monitor the near real-time DM prevalence and the consumption of first-line anti-diabetic drugs, a wastewater-based epidemiology (WBE) approach based on the back-calculation of metformin concentration was implemented in 237 cities in China. The quantitative analysis of metformin in wastewater was conducted by LC-MS/MS with satisfactory results of method validation. The average concentration of metformin in wastewater was 14.07\u00b113.16mug/L, and the per capita consumption was 5.16\u00b12.08mg/day/inh, ranging from 0.90 to 10.36\u00b14.63mg/day/inh. The calculated metformin prevalence was found to be 0.52%\u00b10.28%, and the final estimated DM prevalence was 11.33%\u00b14.99%, which was nearly consistent with the result of the International Diabetes Federation survey of 9.98%. The results suggested that metformin might be one of the suitable WBE biomarkers in DM monitoring and WBE strategy could potentially enable the estimation of DM prevalence in most of Chinese cities after reasonable correction of associated parameters.", + "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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Almost 400 years ago, Rubens copied Titian's The Fall of Man, albeit with important changes. Rubens altered Titian's original composition in numerous ways, including by changing the gaze directions of the depicted characters and adding a striking red parrot to the painting. Here, we quantify the impact of Rubens's choices on the viewer's gaze behavior. We displayed digital copies of Rubens's and Titian's artworks-as well as a version of Rubens's painting with the parrot digitally removed-on a computer screen while recording the eye movements produced by observers during free visual exploration of each image. To assess the effects of Rubens's changes to Titian's composition, we directly compared multiple gaze parameters across the different images. We found that participants gazed at Eve's face more frequently in Rubens's painting than in Titian's. In addition, gaze positions were more tightly focused for the former than for the latter, consistent with different allocations of viewer interest. We also investigated how gaze fixation on Eve's face affected the perceptual visibility of the parrot in Rubens's composition and how the parrot's presence versus its absence impacted gaze dynamics. Taken together, our results demonstrate that Rubens's critical deviations from Titian's painting have powerful effects on viewers' oculomotor behavior.", - "output": "Art", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Chile rapidly implemented an extensive COVID-19 vaccination campaign, deploying a diversityof vaccines with a strategy that prioritized the elderly and individuals with comorbidities. This study aims to assessthedirect impact of vaccination on the number of COVID-19 related cases, hospital admissions, ICU admissions and deaths averted during the first year and a half of the campaign.METHODS: Via Chile's transparency law, we obtained access to weekly event counts categorized by vaccination status and age. Integrating this data with publicly available census and vaccination coverage information, we conducted a comparative analysis of weekly incidence rates between vaccinated and unvaccinated groups from December 20, 2020 to July 2, 2022 to estimate the direct impact of vaccination in terms of the number of cases, hospitalizations, ICU admissions and deaths averted, using an approach that avoids the need to explicitly specify the effectiveness of each vaccine deployed.RESULTS: We estimated that, from December 20, 2020 to July 2, 2022 the vaccination campaign directly prevented 1,030,648 (95%Confidence Interval: 1,016,975-1,044,321) cases, 268,784 (95%CI: 264,524-273,045) hospitalizations, 85,830 (95%CI: 83,466-88,194) ICU admissions and 75,968 (95%CI: 73,909-78,028) deaths related to COVID-19 among individuals aged 16 years and older. This corresponds to a reduction of 26% of cases, 66% of hospital admissions, 70% of ICU admissions and 67% of deaths compared to a scenario without vaccination. Individuals 55 years old or older represented 67% of hospitalizations, 73% of ICU admissions and 89% of deaths related to COVID-19 prevented.CONCLUSIONS: This study highlights the role of Chile's vaccination campaign in reducing COVID-19 disease burden, with the most substantial reductions observed in severe outcomes.", - "output": "Law", + "input": "Abstract: BACKGROUND: This review aimed to quantify the impact of socioeconomic status on functional outcomes from stroke and identify the socioeconomic status indicators that exhibit the highest magnitude of association.METHODS AND RESULTS: We performed a systematic literature search across Medline and Embase from inception to May 2022, to identify observational studies (n\u2265100, and in English). Risk of bias was assessed using the modified Newcastle Ottawa Scale. Random effects meta-analysis was used to pool data. We included 19 studies (157715 patients, 47.7% women) reporting functional outcomes measured with modified Rankin Scale or Barthel index, with 10 assessed as low risk of bias. Measures of socioeconomic status reported were education (11 studies), income (8), occupation (4), health insurance status (3), and neighborhood socioeconomic deprivation (3). Pooled data suggested that low socioeconomic status was significantly associated with poor functional outcomes, including incomplete education or below high school level versus high school attainment and above (odds ratio [OR], 1.66 [95% CI, 1.40-1.95]), lowest income versus highest income (OR, 1.36 [95% CI, 1.02-1.83]), a manual job/being unemployed versus a nonmanual job/working (OR, 1.62 [95% CI, 1.29-2.02]), and living in the most disadvantaged socioeconomic neighborhood versus the least disadvantaged (OR, 1.55 [95% CI, 1.25-1.92]). Low health insurance status was also associated with an increased risk of poor functional outcomes (OR, 1.32 [95% CI, 0.95-1.84]), although this was association was not statistically significant.CONCLUSIONS: Despite great strides in stroke treatment in the past decades, social disadvantage remains a risk factor for poor functional outcome after an acute stroke. Further research is needed to better understand causal mechanisms and disparities.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Community food environments (CFEs) have a strong impact on child health and nutrition and this impact is currently negative in many areas. In the Republic of Argentina, there is a lack of research evaluating CFEs regionally and comprehensively by tools based on geographic information systems (GIS). This study aimed to characterize the spatial patterns of CFEs, through variables associated with its three dimensions (political, individual and environmental), and their association with the spatial distribution in urban localities in Argentina. CFEs were assessed in 657 localities with \u22655,000 inhabitants. Data on births and CFEs were obtained from nationally available open-source data and through remote sensing. The spatial distribution and presence of clusters were assessed using hotspot analysis, purely spatial analysis (SaTScan), Moran's Index, semivariograms and spatially restrained multivariate clustering. Clusters of low risk for LBW, macrosomia, and preterm births were observed in the central-east part of the country, while high-risk clusters identified in the North, Centre and South. In the central-eastern region, low-risk clusters were found coinciding with hotspots of public policy coverage, high night-time light, social security coverage and complete secondary education of the household head in areas with low risk for negative outcomes of the birth variables studied, with the opposite with regard to households with unsatisfied basic needs and predominant land use classes in peri-urban areas of crops and herbaceous cover. These results show that the exploration of spatial patterns of CFEs is a necessary preliminary step before developing explanatory models and generating novel findings valuable for decision-making.", - "output": "Geography", + "input": "Abstract: The key to controlling environmental pollution is to promote green innovation in relevant enterprises and achieve a healthy development of the environmental governance system. This paper constructs a tripartite evolutionary game model of environmental protection enterprises, polluting enterprises, and governments, and conducts in-depth research on the influencing factors that promote green innovation in two types of enterprises. MATLAB software is used to analyze the impact of different degrees of influencing variables on system evolution. It has found that (1) increasing the intensity of environmental governance and the level of innovation subsidies by the government can effectively promote green innovation in both types of enterprises. (2) The varying degrees of innovation compensation from polluting enterprises to environmental protection enterprises have a significant impact on system evolution. (3) The initial intention and population size of two types of enterprise entities will have a significant impact on system evolution. In the initial state, subjects with more green innovation are less willing to change their strategies during the evolution process, while the willingness of the other party to green innovation will be suppressed.", + "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 paradigm of values adopted by the global health community has a palpable, albeit often unseen, impact on patient health care. In this Viewpoint, we investigate an inherent tension in the core values of medical ethics and clinical practice that could explain why paediatric health care faces resource constraints despite compelling economic and societal imperatives to prioritise child health and wellbeing. The dominant narrative in the philosophy of medicine tends to disproportionately underscore values of independence and self-determination, which becomes problematic in the context of paediatric patients, who by their very nature epitomise vulnerability and dependence. A double-jeopardy situation arises when disadvantaged children see their inherent dependence leveraged against them. We illustrate this predicament through specific examples relating to rights and obligations and to autonomy. Alternative value perspectives-communitarianism and relational autonomy-might offer more robust protection for vulnerable children. A shift away from the dominant narrative towards a more explicit and inclusive discussion of values is necessary. Such a shift requires giving a legitimate platform to diverse perspectives, with the presumption that collective moral progress is possible; this endeavour is embodied by global bioethics. Successful implementation of global bioethics, in turn, hinges on close collaboration between practicing clinicians and bioethicists. Taking global bioethics seriously and actively pursuing collaboration could help the global health community achieve more equitable health care.", + "input": "Abstract: Australia II became the first foreign yacht to win the America's Cup in 1983. The boat had a revolutionary wing keel and a better underwater hull form. In official documents, Ben Lexcen is credited with the design. He is also listed as the sole inventor of the wing keel in a patent application submitted on February 5, 1982. However, as reported in New York Times, Sydney Morning Herald, and Professional Boatbuilder, the wing keel was in fact designed by engineer Peter van Oossanen at the Netherlands Ship Model Basin in Wageningen, assisted by Dr. Joop Slooff at the National Aerospace Laboratory in Amsterdam. Based on telexes, letters, drawings, and other documents preserved in his personal archive, this paper presents van Oossanen's account of how the revolutionary wing keel was designed. This is followed by an ethical analysis by Martin Peterson, in which he applies the American NSPE and Dutch KIVI codes of ethics to the information provided by van Oossanen. The NSPE and KIVI codes give conflicting advice about the case, and it is not obvious which document is most relevant. This impasse is resolved by applying a method of applied ethics in which similarity-based reasoning is extended to cases that are not fully similar. The key idea, presented in Peterson's book The Ethics of Technology (Peterson, The ethics of technology: A geometric analysis of five moral principles, Oxford University Press, 2017), is to use moral paradigm cases as reference points for constructing a moral map.", "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This multi-disciplinary study examines the historical and technical aspect of the supply of ornamental white marble in Ottoman Algiers between the seventeenth and nineteenth centuries. Our systematic analysis of Ottoman Regency administration archives, specifically the correspondence between provincial chiefs of Algiers and Cherchell dating from 1824 to 1825AD, reveals two distinct supply routes for white ornamental marble to Algiers' building sites. The first identifies Genoa as the sole source of imports, while the second confirms the reuse of remains from the ancient Roman city of Caesarea/Cherchell. To verify these provenances of ornamental white marble, petrographic and geochemical analyses were conducted on fifteen (15) white marble samples collected from the architectural elements of the Ottoman Algiers Citadel. This palatial complex's construction and subsequent completion coincide with the period of the archival data. Experimental results confirm the Italian origin of the majority of samples, primarily from Carrara.", - "output": "Archaeology", + "input": "Abstract: Importance Selection processes for surgical training should aim to identify candidates who will become competent independent practitioners and should aspire to high standards of reliability and validity. Objective To determine the association between measured candidate factors at the time of an Irish selection and assessment outcomes in surgical training, examined via rate of progression to Higher Specialist Training (HST), attrition rates, and performance as assessed through a multimodal framework of workplace-based and simulation-based assessments. Design, Setting, and Participants This retrospective observational cohort study included data from all successful applicants to the Royal College of Surgeons in Ireland (RCSI) national Core Surgical Training (CST) program. Participants included all trainees recruited to dedicated postgraduate surgical training from 2016 to 2020. These data were analyzed from July 11, 2016, through July 10, 2022. Exposures Selection decisions were based on a composite score that was derived from technical aptitude assessments, undergraduate academic performance, and a 4-station multiple mini-interview. Main outcomes and measures Assessment data, attrition rates, and rates of progression to HST were recorded for each trainee. CST performance was assessed using workplace-based and simulation-based technical and nontechnical skill assessments. Potential associations between selection and assessment measures were explored using Pearson correlation, logistic regression, and multiple linear-regression analyses. Results Data were available for 303 trainees. Composite scores were positively associated with progression to HST (odds ratio [OR], 1.09; 95% CI, 1.05-1.13). There was a weak positive correlation, ranging from 0.23 to 0.34, between scores and performance across all CST assessments. Multivariable linear regression analysis showed technical aptitude scores at application were associated with future operative performance assessment scores, both in the workplace (beta = 0.31; 95% CI, 0.14-0.48) and simulated environments (beta = 0.57; 95% CI, 0.33-0.81). There was evidence that the interpersonal skills interview station was associated with future performance in simulated communication skill assessments (beta = 0.55; 95% CI, 0.22-0.87). Conclusions and Relevance In this study, performance at the time of Irish national selection, measured across technical and nontechnical domains in a multimodal fashion, was associated with future performance in the workplace and in simulated environments. Future studies will be required to explore the consequential validity of selection, including potential unintended effects of selection and ranking on candidate performance.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Biomedical terminologies play a vital role in managing biomedical data. Missing IS-A relations in a biomedical terminology could be detrimental to its downstream usages. In this paper, we investigate an approach combining logical definitions and lexical features to discover missing IS-A relations in two biomedical terminologies: SNOMED CT and the National Cancer Institute (NCI) thesaurus. The method is applied to unrelated concept-pairs within non-lattice subgraphs: graph fragments within a terminology likely to contain various inconsistencies. Our approach first compares whether the logical definition of a concept is more general than that ofthe other concept. Then, we check whether the lexical features of the concept are contained in those ofthe other concept. If both constraints are satisfied, we suggest a potentially missing IS-A relation between the two concepts. The method identified 982 potential missing IS-A relations for SNOMED CT and 100 for NCI thesaurus. In order to assess the efficacy of our approach, a random sample of results belonging to the Clinical Findings and Procedure subhierarchies of SNOMED CT and results belonging to the Drug, Food, Chemical or Biomedical Material subhierarchy of the NCI thesaurus were evaluated by domain experts. The evaluation results revealed that 118 out of 150 suggestions are valid for SNOMED CT and 17 out of 20 are valid for NCI thesaurus.", - "output": "Philosophy", + "input": "Abstract: Law enforcement has used video recording devices (e.g. dash camera, body-worn camera) for more than 40 years, with body-worn cameras emerging in 2005 as a policing tool. However, little is known regarding how video evidence is leveraged in case decision-making and outcomes for domestic violence. Law enforcement may use cameras to enhance evidence collection in domestic violence cases, take statements from victims, witnesses, and offenders, record injuries and damages, and document the administration of risk/injury assessments. Preliminary research has indicated video evidence may have strong evidentiary value in domestic violence cases, however, has rarely controlled for other contributing factors. This study furthers our knowledge by examining how video evidence taken by law enforcement impacts case outcomes and length of time to disposition in a sample of closed, misdemeanour domestic violence cases within a large county in a southwestern state. A random sample of cases (n = 612) with and without video evidence were examined for differences in case disposition and case length. Additional evidentiary factors and case characteristics are considered such as prior criminal charges, victim-offender relationship, presence of non-video evidence, presence of witnesses, and gender of offender. Analyses indicate significant differences, such that cases with video evidence are associated with increased guilty pleas, increased convictions, and less time to closure/final case disposition. Findings have implications for the use of video evidence in strengthening the criminal justice response to domestic violence incidents in combination with other case factors.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: The COVID-19 pandemic has highlighted the importance of designing effective trade recovery measures in response to global health events (GHEs). This study combines international trade risk management theory and multi-case comparative analysis of past GHEs to present a theoretical framework for designing national trade recovery measures for future events.RESULTS: The research finds that during GHEs, trade risks shift to fundamental uncertainty, requiring spatial-temporal-subject dimension recovery measures. The study suggests changing the focus of trade recovery policy design from emergency-oriented and single-dimension measures to reserve-oriented and enduring-effect measures of comprehensive dimensions at micro- and macroeconomic levels.CONCLUSION: The study contributes to the debate on managing trade risks in times of crisis, where there is a need to develop effective trade recovery measures that account for the complexities of global trade and the unique challenges of GHEs. The findings provide practical guidance for trade officials and policymakers to design measures in response to GHEs to improve a country's overall trade recovery.", - "output": "Economics", + "input": "Abstract: In this research work, a novel fuzzy data transformation technique has been proposed and applied to the hormonal imbalance dataset. Hormonal imbalance is ubiquitously found principally in females of reproductive age which ultimately leads to numerous related medical conditions. Polycystic Ovary Syndrome (PCOS) is one of them. Treatment along with adopting a healthy lifestyle is advised to mitigate its consequences on the quality of life. The biological dataset of hormonal imbalance PCOS provides limited results that is whether the syndrome is present or not. Also, there are input variables that contain binary responses only, to deal with this conundrum, a novel fuzzy data transformation technique has been developed and applied to them thus leading to their fuzzy transformation which provides a broader spectrum to diagnose PCOS. Due to this, the output variable has also been transformed. Hence, a novel fuzzy transformation technique has been employed due to the limitation of the dataset leading to the transition of binary classification output into three classes. An adaptive fuzzy machine learning logic model is developed in which the inference of the transformed biological dataset is performed by the machine learning techniques that provide the fuzzy output. Machine learning techniques have also been applied to the untransformed biological dataset. Both implementations have been compared by computation of the relevant metrics. Machine learning employment on untransformed biological dataset provides limited results whether the syndrome is present or absent however machine learning on fuzzy transformed biological dataset provides a broader spectrum of diagnosis consisting of a third class depicting that PCOS might be present which would ultimately alert a patient to take preventive measures to minimize the chances of syndrome development in future.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: During the Early Holocene, northern China witnessed revolutionary changes, such as the emergence of sedentary lifestyles, the domestication of animals and plants, the spread of pottery making, and a radical restructuring of social relationships. During this period, the avifauna became an increasingly significant component of the diversified small game resources. This paper presents the results of a study of remains of pheasants, assigned to Phasianinae, recovered at the Xiaogao site in Shandong Province, northern China. The data show that the occupants of Xiaogao seasonally hunted predominantly male pheasants and systematically butchered them. They became familiar with the ecology and ethology of pheasants, and they were able to consciously and purposefully intensify the utilization of pheasants to a maximum foraging efficiency. Animal exploitation behaviors are manifestations and results of niche-construction efforts by human societies. This emphasizes humans' capacity to actively exploit wild animal and plant resources and modify the environment and ecosystem to produce stable and sustainable subsistence economies.", + "input": "Abstract: As a corridor for population movement out of Africa, the southern Levant is a natural laboratory for research exploring the dynamics of the Middle-to-Upper Paleolithic transition. Yet, the number of well-preserved sites dating to the initial millennia of the Early Upper Paleolithic (EUP; 45-30 ka) remains limited, restricting the resolution at which we can study the biocultural and techno-typological changes evidenced across the transition. With EUP deposits dating to 45-39 ka cal BP, Mughr el-Hamamah, Jordan, offers a key opportunity to expand our understanding of EUP lifeways in the southern Levant. Mughr el-Hamamah is particularly noteworthy for its large faunal assemblage, representing the first such assemblage from the Jordan Valley. In this paper, we present results from taxonomic and taphonomic analyses of the EUP fauna from Mughr el-Hamamah. Given broader debates about shifts in human subsistence across the Middle-to-Upper Paleolithic transition, we also assess evidence for subsistence intensification, focusing especially on the exploitation of gazelle and the use of small game. Taphonomic data suggest that the fauna was primarily accumulated by human activity. Ungulates dominate the assemblage; gazelle (Gazella sp.) is the most common taxa, followed by fallow deer (Dama mesopotamica) and goat (Capra sp.). Among the gazelle, juveniles account for roughly one-third of the sample. While the focus on gazelle and the frequency of juveniles are consistent with broader regional trends, evidence for the regular exploitation of marrow from gazelle phalanges suggests that the EUP occupants of Mughr el-Hamamah processed gazelle carcasses quite intensively. Yet, the overall degree of dietary intensification appears low-small game is rare and evidence for human capture of this game is more equivocal. As a whole, our results support a growing body of data showing gradual shifts in animal exploitation strategies across the Middle-to-Upper Paleolithic transition in the southern Levant.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", - "output": "Demography", + "input": "Abstract: BACKGROUND: Effective skills and training for physicians are essential for communicating difficult or distressing information, also known as breaking bad news (BBN). This study aimed to assess both the capacity and the practices of clinicians in Pakistan regarding BBN.METHODS: A cross-sectional study was conducted involving 151 clinicians. Quantitative component used a structured questionnaire, while qualitative data were obtained through in-depth interviews with 13 medical educationists. The responses were analyzed using descriptive statistics and thematic analysis.RESULTS: While most clinicians acknowledged their responsibility of delivering difficult news, only a small percentage had received formal training in BBN. Areas for improvement include time and interruption management, rapport building, and understanding the patients' point of view. Prognosis and treatment options were not consistently discussed. Limited importance is given to BBN in medical education.DISCUSSION: Training in BBN will lead to improved patient and attendants' satisfaction, and empathetic support during difficult times.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 dispersal and development of pastoralism during the Bronze Age profoundly influenced human livelihoods and adaptability to diverse environments in northwestern China. Although diachronic changes in the composition of animal resources have been discussed, the specific utilization form of these resources remains unclear due to the lack of age-class and sex ratio data for inferring population structure. Here, we report new zooarchaeological data from the Haizang site dated between 4000 and 3500 cal. yr BP in an oasis in northwestern China's Hexi Corridor. The 7092 identified animal remains are dominated by sheep/goat (53.44%) and cattle (15.61%), supplemented by pig (11.96%) and wildlife (11.11%), representing the largest animal remains assemblage in this area thus far. The mortality age profiles of sheep/goat and cattle remains show that domesticated ruminants were utilized for multiple purposes, implying the introduction of livestock utilization knowledge alongside these species. During this stage, the reliance of local subsistence on ruminant pastoralism was geographically varied in and around the Hexi Corridor, although these areas shared similar Qijia cultural phenomena. We argue that ancient inhabitants of Haizang took a more ruminant-focused and multipurpose animal utilization strategy, which alleviated the survival pressure caused by colder and drier climate in the global context of '4.2 ka BP event' and underpinned local social development. The acceleration of trans-regional exchange across Eurasia during the early Bronze Age provided the paramount material and knowledge for this transformation.", + "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: The Copenhagen burnout inventory-student survey (CBI-SS) has shown promising psychometric properties in diverse student populations. This study aims to investigate the psychometric properties of the Nigerian version of the CBI-SS. This was a cross-sectional study of 635 students from Ekiti State University, Ado-Ekiti, Nigeria. Confirmatory factor analysis (CFA) was utilized to assess the CBI-SS validity. The reliability score of the CBI-SS was 0.957, ranging from 0.862 to 0.914 for the subscales. Correlation coefficients among the four CBI-SS factors ranged from 0.507 to 0.713. The CFA indicated an adequate goodness-of-fit for the four-factor model of the CBI-SS with the sample data. However, Item 10 was removed due to unacceptably low Average Variance Extracted score. The four factors demonstrated a negative correlation with both General Academic Self-Efficacy Scale and Cumulative Grade Point Average. Furthermore, both self-reported burnout and perceived course stress showed associations with the CBI-SS, where lower levels of burnout corresponded with lower median scores on the CBI-SS scales. This study underscores the significance of the CBI-SS in evaluating student burnout within our student population. The findings indicate that the CBI-SS is a highly reliable and valid instrument for assessing student burnout, suggesting its potential for effective utilization in the Nigerian academic context.", - "output": "Education", + "input": "Abstract: This Viewpoint describes implications for medicine and public health if the US Supreme Court decides to overturn or narrow Chevron deference.", + "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 ability to answer complex scientific questions depends on the experimental methods available. New methods often allow scientists to answer questions that were previously intractable, leading to discoveries that often dramatically change a field. Beginning with Max Delbruck's famous summer phage course at Cold Spring Harbor Laboratory in 1945, the Phage, Bacterial Genetics, and Advanced Bacterial Genetics courses have provided hands-on experiences to generations of scientists that facilitated the broad adoption of new experimental methods into laboratories around the world. These methods have led to discoveries that changed the way we think about genetics, bacteria, and viruses, transforming our understanding of biology. The impact of these courses has been further amplified by published laboratory manuals that provide detailed protocols for the evolving experimental toolkit. These courses catalyzed intensive and critical discourse about ideas that were previously intractable and provided novel experimental approaches to answer new questions-a process that epitomizes Thomas Kuhn's concepts of Scientific Revolution, spinning off the new field of Molecular Biology and dramatically changing the field of microbiology.", - "output": "History", + "input": "Abstract: If elected, Claudia Sheinbaum Pardo would bring an extensive background in science and engineering to Mexico's presidency. But many researchers are anxious about how she would govern.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Recent work finds that nonviolent resistance by ethnic minorities is perceived as more violent and requiring more policing than identical resistance by ethnic majorities, reducing its impact and effectiveness. We ask whether allies-advantaged group participants in disadvantaged group movements-can mitigate these barriers. On the one hand, allies can counter negative stereotypes and defuse threat perceptions among advantaged group members, while raising expectations of success and lowering expected risks among disadvantaged group members. On the other hand, allies can entail significant costs, carrying risks of cooptation, replication of power hierarchies, and marginalization of core constituencies. To shed light on this question we draw on the case of the Black Lives Matter (BLM) movement, which, in 2020, attracted unprecedented White participation. Employing a national survey experiment, we find that sizeable White presence at racial justice protests increases protest approval, reduces perceptions of violence, and raises the likelihood of participation among White audiences, while not causing significant backlash among Black audiences. Black respondents mostly see White presence as useful for advancing the movement's goals, and predominant White presence reduces expectations that protests will be forcefully repressed. We complement these results with analysis of tens of thousands of images shared on social media during the 2020 BLM protests, finding a significant association between the presence of Whites in the images and user engagement and amplification. The findings suggest that allyship can be a powerful tool for promoting sociopolitical change amid deep structural inequality.", - "output": "Law", + "input": "Abstract: The paradigm of values adopted by the global health community has a palpable, albeit often unseen, impact on patient health care. In this Viewpoint, we investigate an inherent tension in the core values of medical ethics and clinical practice that could explain why paediatric health care faces resource constraints despite compelling economic and societal imperatives to prioritise child health and wellbeing. The dominant narrative in the philosophy of medicine tends to disproportionately underscore values of independence and self-determination, which becomes problematic in the context of paediatric patients, who by their very nature epitomise vulnerability and dependence. A double-jeopardy situation arises when disadvantaged children see their inherent dependence leveraged against them. We illustrate this predicament through specific examples relating to rights and obligations and to autonomy. Alternative value perspectives-communitarianism and relational autonomy-might offer more robust protection for vulnerable children. A shift away from the dominant narrative towards a more explicit and inclusive discussion of values is necessary. Such a shift requires giving a legitimate platform to diverse perspectives, with the presumption that collective moral progress is possible; this endeavour is embodied by global bioethics. Successful implementation of global bioethics, in turn, hinges on close collaboration between practicing clinicians and bioethicists. Taking global bioethics seriously and actively pursuing collaboration could help the global health community achieve more equitable health care.", + "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: Between the years 2013-2016, the artist & Idot;z & Ouml;ztat created four distinct bodies of work, all of which engaged aspects of water. This period was marked in Turkey by the heightened tensions around the neoliberal (re)distribution of public space and public resources, which escalated in the aftermath of the Gezi Park Protests of 2013. In this article, the author argues that, beyond its immediate critique of contemporary capitalist appropriation, & Ouml;ztat's engagement with water builds relations across time, space, and species to recall histories of the Armenian Genocide, challenging the denials of official historiography. By tapping into the linguistic, cultural, and material imaginaries of water, and learning from the present-day water protection movements, & Ouml;ztat engages the diverse histories carried across waterways. Water becomes a nexus through which the artist locates and articulates the physical and epistemic violence of modernity, particularly as it indexes community, conscience, and ecology from the late 19th century to the present.", - "output": "Art", + "input": "Abstract: BACKGROUND: The 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Metallic nanomaterials (MNMs) possess unique properties that have led to their widespread application in fields such as electronics and medicine. However, concerns about their interactions with environmental factors and potential toxicity to aquatic life have emerged. There is growing evidence suggesting MNMs can have detrimental effects on aquatic ecosystems, and are potential for bioaccumulation and biomagnification in the food chain, posing risks to higher trophic levels and potentially humans. While many studies have focused on the general ecotoxicity of MNMs, fewer have delved into their trophic transfer within aquatic food chains. This review highlights the ecotoxicological effects of MNMs on aquatic systems via waterborne exposure or dietary exposure, emphasizing their accumulation and transformation across the food web. Biomagnification factor (BMF), the ratio of the contaminant concentration in predator to that in prey, was used to evaluate the biomagnification due to the complex nature of aquatic food chains. However, most current studies have BMF values of less than 1 indicating no biomagnification. Factors influencing MNM toxicity in aquatic environments include nanomaterial properties, ion variations, light, dissolved oxygen, and pH. The multifaceted interactions of these variables with MNM toxicity remain to be fully elucidated. We conclude with recommendations for future research directions to mitigate the adverse effects of MNMs in aquatic ecosystems and advocate for a cautious approach to the production and application of MNMs.", - "output": "Demography", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Amid a heightened focus on sustainable consumption, restaurants are increasingly adopting green practices. Yet, understanding determinants of satisfaction in green restaurants remains unexplored. Analyzing 85,337 TripAdvisor reviews from US Green Restaurant Association certified restaurants, and leveraging BERTopic and aspect-based sentiment analysis, our study reveals previously unidentified subtopics, like pet-friendly, and indicates that after food, value, and service, green attributes significantly affect satisfaction, surpassing atmosphere. Additionally, we studied ramifications of not mentioning aspects in reviews, showing an insignificant difference in satisfaction between reviews without green attributes and those with neutral sentiment scores, highlighting the importance of promoting and delivering green initiatives.", - "output": "Geography", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Trace metal soil contamination poses significant risks to human health and ecosystems, necessitating thorough investigation and management strategies. Researchers have increasingly utilized advanced techniques like remote sensing (RS), geographic information systems (GIS), geostatistical analysis, and multivariate analysis to address this issue. RS tools play a crucial role in collecting spectral data aiding in the analysis of trace metal distribution in soil. Spectroscopy offers an effective understanding of environmental contamination by analyzing trace metal distribution in soil. The spatial distribution of trace metals in soil has been a key focus of these studies, with factors influencing this distribution identified as soil type, pH levels, organic matter content, land use patterns, and concentrations of trace metals. While progress has been made, further research is needed to fully recognize the potential of integrated geospatial imaging spectroscopy and multivariate statistical analysis for assessing trace metal distribution in soils. Future directions include mapping multivariate results in GIS, identifying specific anthropogenic sources, analyzing temporal trends, and exploring alternative multivariate analysis tools. In conclusion, this review highlights the significance of integrated GIS and multivariate analysis in addressing trace metal contamination in soils, advocating for continued research to enhance assessment and management strategies.", - "output": "Geography", + "input": "Abstract: Cognitive decline, mental health and mindset factors can all affect the autonomy and well-being of older adults. As the number of older adults across the globe increases, interventions to improve well-being are urgently needed. Improvisational theatre (improv) and improv-based interventions are well-suited to address this need. Studies have shown that participation in improv-based interventions has a positive impact on mental health indicators, including depressive symptoms, well-being and social connectedness, as well as cognitive skills such as attention and memory. In addition, improv-based interventions have been beneficial for people with dementia, improving positive affect, self-esteem and communication. In this article, we describe improvisational theatre, or improv, and the reasons it has emerged from a form of spontaneous theatre that involves playfulness and creativity to an important tool to effect behavioural change in individuals and groups. We then review the literature on the effects of improv in ageing populations, with a focus on social, emotional and cognitive functioning. Finally, we make recommendations on designing improv-based interventions so that future research, using rigorous quantitative methods, larger sample sizes and randomised controlled trials, can expand the use of improv in addressing important factors related to autonomy and well-being in older adults.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: OBJECTIVE: To assess the health and economic outcomes of a PCV13 or PCV15 age-based (65years-and-above) vaccination program in Switzerland.INTERVENTIONS: The three vaccination strategies examined were:Target population: All adults aged 65years-and-above. Perspective(s): Switzerland health care payer.TIME HORIZON: 35years. Discount rate: 3.0%. Costing year: 2023 Swiss Francs (CHF).STUDY DESIGN: A static Markov state-transition model.DATA SOURCES: Published literature and publicly available databases or reports.OUTCOME MEASURES: Pneumococcal diseases (PD) i.e., invasive pneumococcal diseases (IPD) and non-bacteremic pneumococcal pneumonia (NBPP); total quality-adjusted life-years (QALYs), total costs and incremental cost-effectiveness ratios (CHF/QALY gained).RESULTS: Using an assumed coverage of 60%, the PCV15 strategy prevented a substantially higher number of cases/deaths than the PCV13 strategy when compared to the No vaccination strategy (1,078 IPD; 21,155 NBPP; 493 deaths). The overall total QALYs were 10,364,620 (PCV15), 10,364,070 (PCV13), and 10,362,490 (no vaccination). The associated overall total costs were CHF 741,949,814 (PCV15), CHF 756,051,954 (PCV13) and CHF 698,329,579 (no vaccination). Thus, the PCV13 strategy was strongly dominated by the PCV15 strategy. The ICER of the PCV15 strategy (vs. no vaccination) was CHF 20,479/QALY gained. In two scenario analyses where the vaccine effectiveness for serotype 3 were reduced (75% to 39.3% for IPD; 45% to 23.6% for NBPP) and NBPP incidence was increased (from 1,346 to 1,636/100,000), the resulting ICERs were CHF 29,432 and CHF 13,700/QALY gained, respectively. The deterministic and probabilistic sensitivity analyses demonstrated the robustness of the qualitative results-the estimated ICERs for the PCV15 strategy (vs. No vaccination) were all below CHF 30,000/QALYs gained.CONCLUSIONS: These results demonstrate that using PCV15 among adults aged 65years-and-above can prevent a substantial number of PD cases and deaths while remaining cost-effective over a range of inputs and scenarios.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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": "Education", + "input": "Abstract: Objective. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a sensitive tool for assessing breast cancer by analyzing tumor blood flow, but it requires gadolinium-based contrast agents, which carry risks such as brain retention and astrocyte migration. Contrast-free MRI is thus preferable for patients with renal impairment or who are pregnant. This study aimed to investigate the feasibility of generating contrast-enhanced MR images from precontrast images and to evaluate the potential use of synthetic images in diagnosing breast cancer. Approach. This retrospective study included 322 women with invasive breast cancer who underwent preoperative DCE-MRI. A generative adversarial network (GAN) based postcontrast image synthesis (GANPIS) model with perceptual loss was proposed to generate contrast-enhanced MR images from precontrast images. The quality of the synthesized images was evaluated using the peak signal-to-noise ratio (PSNR) and structural similarity (SSIM). The diagnostic performance of the generated images was assessed using a convolutional neural network to predict Ki-67, luminal A and histological grade with the area under the receiver operating characteristic curve (AUC). The patients were divided into training (n = 200), validation (n = 60), and testing sets (n = 62). Main results. Quantitative analysis revealed strong agreement between the generated and real postcontrast images in the test set, with PSNR and SSIM values of 36.210 +/- 2.670 and 0.988 +/- 0.006, respectively. The generated postcontrast images achieved AUCs of 0.918 +/- 0.018, 0.842 +/- 0.028 and 0.815 +/- 0.019 for predicting the Ki-67 expression level, histological grade, and luminal A subtype, respectively. These results showed a significant improvement compared to the use of precontrast images alone, which achieved AUCs of 0.764 +/- 0.031, 0.741 +/- 0.035, and 0.797 +/- 0.021, respectively. Significance. This study proposed a GAN-based MR image synthesis method for breast cancer that aims to generate postcontrast images from precontrast images, allowing the use of contrast-free images to simulate kinetic features for improved diagnosis.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Oral cancer is a deadly disease and a major cause of morbidity and mortality worldwide. The purpose of this study was to develop a fuzzy deep learning (FDL)-based model to estimate the survival time based on clinicopathologic data of oral cancer.METHODS: Electronic medical records of 581 oral squamous cell carcinoma (OSCC) patients, treated with surgery with or without radiochemotherapy, were collected retrospectively from the Oral and Maxillofacial Surgery Clinic and the Regional Cancer Center from 2011 to 2019. The deep learning (DL) model was trained to classify survival time classes based on clinicopathologic data. Fuzzy logic was integrated into the DL model and trained to create FDL-based models to estimate the survival time classes.RESULTS: The performance of the models was evaluated on a test dataset. The performance of the DL and FDL models for estimation of survival time achieved an accuracy of 0.74 and 0.97 and an area under the receiver operating characteristic (AUC) curve of 0.84 to 1.00 and 1.00, respectively.CONCLUSIONS: The integration of fuzzy logic into DL models could improve the accuracy to estimate survival time based on clinicopathologic data of oral cancer.", - "output": "Philosophy", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: Whether nutrition messages in popular health magazines differ by country or season has seldom been studied. We assessed the nutrition topics featured in the headlines of Men's Health (MH) and Women's Health (WH) magazines from different countries.METHODS: We sampled MH and WH magazines from Portugal, South Africa, Spain, the UK and the USA. Nutrition-related headlines were categorized as weight loss, weight gain, micronutrients and other.RESULTS: The most frequent topics were Other (44%) and weight loss (41%), while micronutrients represented 4%. Topics related to weight gain were more frequent in MH (19% vs. 2% in WH), while no difference was found for weight loss (44% vs. 37% in WH). On multivariable analysis, weight gain had a higher likelihood of being present in MH than in WH, Odds ratio and (95% confidence interval): 8.3 (2.2-90.9), p=0.002, while no association was found for weight loss: OR 1.1 (0.6-2.0), p=0.80. Weight loss was absent from the US WH and present in two thirds of the Portuguese WH; in MH, weight gain was evenly distributed between countries. Prevalence of the weight loss topic was lower in March (15% vs. 54% in January, p<0.01 by logistic regression) and to a lesser degree in June (35%) and July (35%). No seasonality was found for the weight gain topic.CONCLUSION: In WH and MH magazines, nutrition topics vary according to gender, country, and season. Weight gain remains a male topic, while weight loss is equally prevalent in both women's and men's magazines.", - "output": "Communication", + "input": "Abstract: Biomedical terminologies play a vital role in managing biomedical data. Missing IS-A relations in a biomedical terminology could be detrimental to its downstream usages. In this paper, we investigate an approach combining logical definitions and lexical features to discover missing IS-A relations in two biomedical terminologies: SNOMED CT and the National Cancer Institute (NCI) thesaurus. The method is applied to unrelated concept-pairs within non-lattice subgraphs: graph fragments within a terminology likely to contain various inconsistencies. Our approach first compares whether the logical definition of a concept is more general than that ofthe other concept. Then, we check whether the lexical features of the concept are contained in those ofthe other concept. If both constraints are satisfied, we suggest a potentially missing IS-A relation between the two concepts. The method identified 982 potential missing IS-A relations for SNOMED CT and 100 for NCI thesaurus. In order to assess the efficacy of our approach, a random sample of results belonging to the Clinical Findings and Procedure subhierarchies of SNOMED CT and results belonging to the Drug, Food, Chemical or Biomedical Material subhierarchy of the NCI thesaurus were evaluated by domain experts. The evaluation results revealed that 118 out of 150 suggestions are valid for SNOMED CT and 17 out of 20 are valid for NCI thesaurus.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: PURPOSE: To evaluate the impact of severe acute kidney injury (AKI) on short-term mortality in patients with urosepsis.METHODS: This prospective cohort study evaluated 207 patients with urosepsis. AKI was diagnosed in accordance with the Kidney Disease Improving Global Outcomes criteria, and severe AKI was defined as stage 2 or 3 AKI. Patients were divided into two groups: patients who developed severe AKI (severe AKI group) and patients who did not (control group). The primary endpoint was all-cause mortality within 30days. The secondary endpoints were 90-day mortality and in-hospital mortality. The exploratory outcomes were the risk factors for severe AKI development.RESULTS: The median patient age was 79years. Of the 207 patients, 56 (27%) developed severe AKI. The 30-day mortality rate in the severe AKI group was significantly higher than that in the control group (20% vs. 2.0%, respectively; P<0.001). In the multivariable analysis, performance status and severe AKI were significantly associated with 30-day mortality. The in-hospital mortality and 90-day mortality rates in the severe AKI group were significantly higher than those in the control group (P<0.001 and P<0.001, respectively). In the multivariable analysis, age, urolithiasis-related sepsis, lactate values, and disseminated intravascular coagulation were significantly associated with severe AKI development.CONCLUSIONS: Severe AKI was a common complication in patients with urosepsis and contributed to high short-term mortality rates.", - "output": "Demography", + "input": "Abstract: The mangrove forest in Macajalar Bay is regarded as an important coastal ecosystem since it provides numerous ecosystem services. Despite their importance, the clearing of mangroves has been rampant and has reached critical rates. Addressing this problem and further advancing its conservation require accurate mangrove mapping. However, current spatial information related to mangroves is sparse and insufficient to understand the historical change dynamics. In this study, the synergy of 1950 vegetation maps and Landsat images was explored to provide multidecadal monitoring of mangrove forest change dynamics in Macajalar Bay, Philippines. Vegetation maps containing the 1950 mangrove extent and Landsat images were used as input data to monitor the rates of loss over 70years. In 2020, the mangrove forest cover was estimated to be 201.73ha, equivalent to only 61.99% of the 325.43ha that was estimated in 1950. Between 1950 and 2020, net mangrove loss in Macajalar Bay totaled 324.29ha. The highest clearing rates occurred between 1950 and 1990 when it recorded a total of 258.51ha, averaging 6.46ha/year. The original mangrove forest that existed in 1950 only represents 8.56% of the 2020 extent, suggesting that much of the old-growth mangrove had been cleared before 2000 and the existing mangrove forest is mainly composed of secondary mangrove forest stands. Across Macajalar Bay, intensified clearing that happened between 1950 and 1990 has been driven by large-scale aquaculture developments. Mangrove gains on the other hand were evident and have increased the total extent by 79.84ha since 2000 as a result of several afforestation programs. However, approximately half of these gains that were observed since 2010 exhibited low canopy cover. As of writing, approximately 85% of the 2020 mangrove forest stands fall outside the 1950 original mangrove extent. Examining the viability of the original mangrove forest for mangrove reforestation together with promoting site-species matching, and biophysical assessment are necessary undertakings to advance current mangrove conservation initiatives in Macajalar Bay.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Despite prolific jail diversion initiatives, people with serious mental illness continue to be overrepresented in the criminal legal system. This continued overrepresentation has led to recent calls to address social determinants of health and criminal risk factors rather than to allocate new resources to diverting people from the criminal legal system. This shift toward prevention by addressing social factors that influence health and criminal legal outcomes should occur alongside a continued focus on diversion to understand what works and for whom. An effective, well-funded, and comprehensive community-based mental health services system could serve as the ultimate intercept for preventing criminal legal system involvement.", - "output": "Law", + "input": "Abstract: BACKGROUND: The COVID-19 pandemic has highlighted the importance of designing effective trade recovery measures in response to global health events (GHEs). This study combines international trade risk management theory and multi-case comparative analysis of past GHEs to present a theoretical framework for designing national trade recovery measures for future events.RESULTS: The research finds that during GHEs, trade risks shift to fundamental uncertainty, requiring spatial-temporal-subject dimension recovery measures. The study suggests changing the focus of trade recovery policy design from emergency-oriented and single-dimension measures to reserve-oriented and enduring-effect measures of comprehensive dimensions at micro- and macroeconomic levels.CONCLUSION: The study contributes to the debate on managing trade risks in times of crisis, where there is a need to develop effective trade recovery measures that account for the complexities of global trade and the unique challenges of GHEs. The findings provide practical guidance for trade officials and policymakers to design measures in response to GHEs to improve a country's overall trade recovery.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Given environmental contribution of individuals' behavioral change, this study explored how hikers' pro-environmental behavior can be facilitated. The theoretical model incorporated the restorative quality of natural trails as an external environment, hikers' place affect and their pro-environmental behavior. This study used a mixed research approach to test this model, which involved developing measurement items for the restorative quality of nature trails and analyzing survey data from 361 hikers. The analysis showed that the restorative quality of natural trails induced place affect, which increased place-specific pro-environmental behavior. Mediating effect of place affect and moderating function of daily environmental practices were identified.", - "output": "Geography", + "input": "Abstract: INTRODUCTION: Alcohol use disorder (AUD) is prevalent among veterans, and excessive alcohol use is associated with significant mental and physical health consequences. Currently, the largest cohort of veterans seeking services at the VA are those from the 1990s Gulf War Era. This cohort of veterans is unique due to the nature of their deployment resulting in a myriad of unexplained symptoms collectively known as Gulf War Illness and higher rates of mental health problems. The present study sought to examine the association between probable AUD and mental health treatment utilization in a sample of 1126 (882 male) Gulf War-era veterans.METHODS: Veterans completed a self-report survey including the AUDIT-C, questions about mental health treatment engagement, and demographic questions.RESULTS: Results demonstrated that approximately 20% of the sample screened positive for probable AUD, determined by standard AUDIT-C cutoff scores. Among those screening positive for AUD, 25% reported engaging in mental health treatment in the past year. Veterans with probable AUD who use VA care had 3.8 times the odds of receiving mental health services than veterans not using VA care. Use of mental health services was associated with mental health comorbidity and identifying as Black/African American.CONCLUSIONS: The results of the present study highlight a significant unmet need for mental health treatment among Gulf War-era veterans with AUD.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Rather than confining the investigation solely to intentions, as typically done within the unifinality paradigm (e.g. Structural Equation Modeling with prespecified hypotheses), this paper extends the traditional approach by delving into the actual behaviors of tourists through diverse pathways. Employing mixed methods, we aim to uncover potential explanations for the formation of green behavioral patterns among tourists. While our findings reveal a limited variance in behavior explained solely by intention, it is imperative to recognize the critical role of intention as a significant determinant of behavior, as supported by our empirical data.", - "output": "Geography", + "input": "Abstract: BACKGROUND: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Law enforcement has used video recording devices (e.g. dash camera, body-worn camera) for more than 40 years, with body-worn cameras emerging in 2005 as a policing tool. However, little is known regarding how video evidence is leveraged in case decision-making and outcomes for domestic violence. Law enforcement may use cameras to enhance evidence collection in domestic violence cases, take statements from victims, witnesses, and offenders, record injuries and damages, and document the administration of risk/injury assessments. Preliminary research has indicated video evidence may have strong evidentiary value in domestic violence cases, however, has rarely controlled for other contributing factors. This study furthers our knowledge by examining how video evidence taken by law enforcement impacts case outcomes and length of time to disposition in a sample of closed, misdemeanour domestic violence cases within a large county in a southwestern state. A random sample of cases (n = 612) with and without video evidence were examined for differences in case disposition and case length. Additional evidentiary factors and case characteristics are considered such as prior criminal charges, victim-offender relationship, presence of non-video evidence, presence of witnesses, and gender of offender. Analyses indicate significant differences, such that cases with video evidence are associated with increased guilty pleas, increased convictions, and less time to closure/final case disposition. Findings have implications for the use of video evidence in strengthening the criminal justice response to domestic violence incidents in combination with other case factors.", - "output": "Law", + "input": "Abstract: BACKGROUND: The importance of vaccination in combating the COVID-19 pandemic is widely acknowledged. The aim of this study was (1) to understand how one's vaccine conspiracy beliefs would influence their public health news processing, (2) to examine how specific public health news features (i.e., news frame) would influence message processing, and (3) to examine if there were any differences between Black and White participants in their message processing.METHODS: A nationwide online experiment (N=821) with a 3 (vaccine conspiracy beliefs: high vs. moderate vs. low)*2 (participants' race: Black vs. White)*2 (news frames: gain vs. loss) mixed-factorial design was conducted in the United States.RESULTS: Participants' level of vaccine conspiracy beliefs was predictive of their responses to outcome measures. Additionally, Black participants reported higher perceived message effectiveness, more favorable attitudes toward the message, and higher vaccination intentions than White participants. Furthermore, health news that emphasized vaccination benefits produced more favorable attitudes than those emphasizing losses associated with non-vaccination, especially for White participants. Lastly, participants reported more favorable attitudes toward gain-framed health news regardless of their vaccine conspiracy beliefs.CONCLUSION: It is crucial for health officials to work to find effective media message strategies to combat COVID-19 vaccine conspiracy theories and misinformation. Furthermore, this study supports the significance of health organizations' ongoing efforts to tailor public health messaging to specific racial groups, as evidenced by considerable variations in perceptions among Black and White Americans.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: PURPOSE: To evaluate the impact of severe acute kidney injury (AKI) on short-term mortality in patients with urosepsis.METHODS: This prospective cohort study evaluated 207 patients with urosepsis. AKI was diagnosed in accordance with the Kidney Disease Improving Global Outcomes criteria, and severe AKI was defined as stage 2 or 3 AKI. Patients were divided into two groups: patients who developed severe AKI (severe AKI group) and patients who did not (control group). The primary endpoint was all-cause mortality within 30days. The secondary endpoints were 90-day mortality and in-hospital mortality. The exploratory outcomes were the risk factors for severe AKI development.RESULTS: The median patient age was 79years. Of the 207 patients, 56 (27%) developed severe AKI. The 30-day mortality rate in the severe AKI group was significantly higher than that in the control group (20% vs. 2.0%, respectively; P<0.001). In the multivariable analysis, performance status and severe AKI were significantly associated with 30-day mortality. The in-hospital mortality and 90-day mortality rates in the severe AKI group were significantly higher than those in the control group (P<0.001 and P<0.001, respectively). In the multivariable analysis, age, urolithiasis-related sepsis, lactate values, and disseminated intravascular coagulation were significantly associated with severe AKI development.CONCLUSIONS: Severe AKI was a common complication in patients with urosepsis and contributed to high short-term mortality rates.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This study investigates the intricate and enduring interplay of historical events, human activities, and natural processes shaping the landscape of North European Plain in western Poland over 230years. Topographic maps serve as reliable historical data sources to quantify changes in forest, grassland, and wetland areas, scrutinizing their fragmentation and persistence. The primary objectives are to identify the permanent areas of the landscape and propose a universal cartographic visualization method for effectively mapping these changes. Using topographic maps and historical data, this research quantifies land cover changes, especially in forest, grassland, and wetland areas. With the help of retrogressive method we process raster historical data into vector-based information. Over time, wetlands experienced a substantial reduction, particularly in 1960-1982, attributed to both land reclamation and environmental factors. Grassland areas fluctuated, influenced by wetland and drier habitat dynamics. Fragmentation in grassland areas poses biodiversity and ecosystem health concerns, whereas forested areas showed limited fluctuations, with wetland forests nearly disappearing. These findings highlight wetland ecosystems' sensitivity to human impacts and emphasize the need to balance conservation and sustainable development to preserve ecological integrity. This study advances landscape dynamics understanding, providing insights into historical, demographic, economic, and environmental transformations. It underscores the imperative for sustainable land management and conservation efforts to mitigate human impacts on ecosystems and biodiversity in the North European Plain.", - "output": "History", + "input": "Abstract: Reviewed by Matthijs Metselaar, a specialist in fish health and production.", + "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: As a recognized win-win-win approach to international debt relief, Debt-to-Health(D2H)has successfully translated debt repayments into investments in health-related projects. Although D2H has experienced modifications and periodic suspension, it has been playing an increasingly important role in resource mobilization in public health, particularly for low-and middle-income countries deep in debt.MAIN TEXT: D2H, as a practical health financing instrument, is not fully evidenced and gauged by academic literature though. We employed a five-step scoping review methodology. After posing questions, we conducted comprehensive literature searches across three databases and one official website to identify relevant studies.We also supplemented our research with expert interviews. Through this review and interviews, we were able to define the concept and structure of D2H, identify stakeholders, and assess its current shortcomings. Finally, we proposed relevant countermeasures and suggestions.CONCLUSION: This paper examines the D2H project's implementation structure and influencing variables, as well as the current research plan's limitations, with a focus on the role health funding institutions have played during the project's whole life. Simultaneously, it examines the interdependencies between debtor nations, creditor nations, and health financing establishments, establishing the groundwork for augmenting and revamping D2H within the ever-changing worldwide context of health development assistance.", - "output": "Economics", + "input": "Abstract: 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", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Primatologist who brought animals and humans a little closer.", + "output": "Art", "system": "", "history": [] }