diff --git "a/test.json" "b/test.json" --- "a/test.json" +++ "b/test.json" @@ -1,701 +1,701 @@ [ { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: We classify two of Bertrand Russell's theories of events within the point-free ontology. The first of such approaches was presented informally by Russell in 'The World of Physics and the World of Sense' (Lecture IV in Our Knowledge of the External World of 1914). Based on this theory, Russell sketched ways to construct instants as collections of events. This paper formalizes Russell's approach from 1914. We will also show that in such a reconstructed theory, we obtain all axioms of Russell's second theory from 1936 and all axioms of Thomason's theory of events from 1989. Russell's work certainly influenced the works of Stanis & lstrok;aw Le & sacute;niewski, his student Alfred Tarski, and Czes & lstrok;aw Lejewski - prominent members of the Lvov-Warsaw School (LWS). We see our work in the tradition of the research of Le & sacute;niewski and Tarski. Building on the technical tools developed in this environment and in the spirit of the traditional research of the LWS, we engage here, in particular, with two classic works by Russell on fundamental ontology.", - "output": "History", + "input": "Abstract: Since 2014, our Voice of the Veterinary Profession survey has played a pivotal role in supporting our campaigning and lobbying work, delivering insightful data, raising the profile of vets and their work through the media, driving legislative reform and shaping the profession.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 US bureaucracy routinely issues major public policy decisions that affect Americans' lives. Government agency leaders make those decisions based on a subjective understanding of their agency's available policy discretion. Over time, discretion has become a prominent theoretical construct in the bureaucratic politics and public administration literature, but it is rarely measured directly. In this article, we create a new measure of agency policy discretion. We draw on research suggesting that discretion is derived from the bureaucracy's key political principals: the elected executive, legislators, and interest groups. We use data from the American State Administrators Project and trigonometry to calculate the discretion area scores for 8,955 state agencies between 1978 and 2018. We then evaluate the measure through a series of construct validation assessments. The article offers an innovative and generalizable way to operationalize discretion that will advance future scholarship in organizational behavior, public administration, and bureaucratic decision-making.", + "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: Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "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 present study aims to enhance the biomethane production potential of microalgae via a dual disintegration process. During this process, the microalgae biomass was firstly subjected to cell wall weakening by thermochemical disintegration (TC) (50 to 80\u00b0C), pH adjustment with alkali, NaOH (6 to 10) and time (0 to 10min) and, secondly, by bacterial disintegration (BD). TC-BD disintegration was comparatively higher (33%) than BD (24%), TC (8.5%), and control (7%). A more significant VFA accumulation of 2816mg/L was recorded for TC-BD. Similarly, a greater substrate anaerobic biodegradability was achieved in TC-BD (0.32g COD /g COD) than BD (0.21g COD /g COD), TC alone (0.09 gCOD/g COD) and control (0.08g COD /g COD), respectively. The TC-BD achieves a positive net profit and an energy ratio of+0.12 GJ/d and 1.03. The proposed dual disintegration has a promising future for commercialization.", - "output": "Economics", + "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: Although the populist radical right (PRR) has become a global phenomenon, most studies of it focus on Europe. Moreover, extant research has centred on analysing those who support rather than reject the PRR. To address this twofold research gap, we rely on novel public opinion data to examine those who both 'love' and 'hate' the PRR in contemporary Chile. We demonstrate not only that those in favour of the Chilean PRR are a homogeneous constituency with similar characteristics to their European brethren (e.g., xenophobic attitudes) but also that those at odds with the Chilean PRR make up a relatively large and heterogeneous constituency. In summary, this contribution seeks to broaden comparative studies on the PRR and to show the relevance of studying support as well as rejection of the PRR, particularly in countries with runoff elections; since then, large segments of the electorate vote for the lesser evil.", - "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: Art in neurosurgery has been a critical part of the discipline for centuries. Numerous cultures, such as ancient India, China, and Egypt, and more contemporary scientists, such as Leonardo da Vinci, Max Bredel, and Norman Dott, have significantly contributed to medical illustration. Today, advancements in three-dimensional technology have allowed for the creation of detailed neuroanatomy models for surgical planning and education. Medical illustrations are also used for research and outcome documentation as they help visualize anatomy and surgical procedures. Its use in education, surgical planning, and navigation remains integral to the advancement of neurosurgery. This review demonstrates the invaluable contribution of art in neurosurgery and how it has enabled continuous progress in the field.", + "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: Limited data exist on the environmental factors that impact pathogen prevalence in the soil. The prevalence of foodborne pathogens, Salmonella and Listeria monocytogenes, and the prevalence and concentration of generic E. coli in Florida's agricultural soils were evaluated to understand the potential risk of microbial contamination at the preharvest level. For all organisms but L. monocytogenes, a longitudinal field study was performed in three geographically distributed agricultural areas across Florida. At each location, 20 unique 5 by 5m field sampling sites were selected, and soil was collected and evaluated for Salmonella presence (25g) and E. coli and coliform concentrations (5g). Complementary data collected from October 2021 to April 2022 included: weather; adjacent land use; soil properties, including macro- and micro-nutrients; and field management practices. The overall Salmonella and generic E. coli prevalence was 0.418% (1/239) and 11.3% (27/239), respectively; with mean E. coli concentrations in positive samples of 1.56 log CFU/g. Farm A had the highest prevalence of generic E. coli, 22.8% (18/79); followed by Farm B, 10% (8/80); and Farm C 1.25% (1/80). A significant relationship (p<0.05) was observed between generic E. coli and coliforms, and farm and sampling trip. Variation in the prevalence of generic E. coli and changes in coliform concentrations between farms suggest environmental factors (e.g. soil properties) at the three farms were different. While Salmonella was only detected once, generic E. coli was detected in Florida soils throughout the duration of the growing season meaning activities that limit contact between soil and horticultural crops should continue to be emphasized. Samples collected during an independent sampling trip were evaluated for L. monocytogenes, which was not detected. The influence of local environmental factors on the prevalence of indicator organisms in the soil presents a unique challenge when evaluating the applicability of more global models to predict pathogen prevalence in preharvest produce environments.", + "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: In this work, we focus on overcoming the challenge of a snake robot climbing on the outside of a bifurcated pipe. Inspired by the climbing postures of biological snakes, we propose an S-shaped rolling gait designed using curve transformations. For this gait, the snake robot's body presenting an S-shaped curve is wrapped mainly around one side of the pipe, which leaves space for the fork of the pipe. To overcome the difficulty in constructing and clarifying the S-shaped curve, we present a method for establishing the transformation between a plane curve and a 3D curve on a cylindrical surface. Therefore, we can intuitively design the curve in 3D space, while analytically calculating the geometric properties of the curve in simple planar coordinate systems. The effectiveness of the proposed gait is verified by actual experiments. In successful configuration scenarios, the snake robot could stably climb on the pipe and efficiently cross or climb to the bifurcation while maintaining its target shape.", - "output": "Economics", + "input": "Abstract: Importance National data on the development of competence during training have been reported using the Accreditation Council for Graduate Medical Education (ACGME) Milestones system. It is now possible to consider longitudinal analyses that link Milestone ratings during training to patient outcomes data of recent graduates. Objective To evaluate the association of in-training ACGME Milestone ratings in a surgical specialty with subsequent complication rates following a commonly performed operation, endovascular aortic aneurysm repair (EVAR). Design, Setting, and Participants This study of patient outcomes followed EVAR in the Vascular Quality Initiative (VQI) registry (4213 admissions from 208 hospitals treated by 327 surgeons). All surgeons included in this study graduated from ACGME-accredited training programs from 2015 through 2019 and had Milestone ratings 6 months prior to graduation. Data were analyzed from December 1, 2021, through September 15, 2023. Because Milestone ratings can vary with program, they were corrected for program effect using a deviation score from the program mean. Exposure Milestone ratings assigned to individual trainees 6 months prior to graduation, based on judgments of surgical competence. Main Outcomes and Measures Surgical complications following EVAR for patients treated by recent graduates during the index hospitalization, obtained using the nationwide Society for Vascular Surgery Patient Safety Organization's VQI registry, which includes 929 participating centers in 49 US states. Results The study included outcomes for 4213 patients (mean [SD] age, 73.25 [8.74] years; 3379 male participants [80.2%]). Postoperative complications included 9.5% major (400 of 4213 cases) and 30.2% minor (1274 of 4213 cases) complications. After adjusting for patient risk factors and site of training, a significant association was identified between individual Milestone ratings of surgical trainees and major complications in early surgical practice in programs with lower mean Milestone ratings (odds ratio, 0.50; 95% CI; 0.27-0.95). Conclusions and Relevance In this study, Milestone assessments of surgical trainees were associated with subsequent clinical outcomes in their early career. Although these findings represent one surgical specialty, they suggest Milestone ratings can be used in any specialty to identify trainees at risk for future adverse patient outcomes when applying the same theory and methodology. Milestones data should inform data-driven educational interventions and trainee remediation to optimize future patient outcomes.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Understanding the nature and origin of iron processed in ancient smithing workshops is essential for unraveling procurement strategies and, more broadly, the circulation of iron. Studying smithing slags traditionally proves complex due to their diverse compositions influenced by hearth substances. Another technique, analyzing slag inclusions in metallic fragments, offers direct insights into the iron's chemical nature. However, the scarcity or absence of these fragments poses challenges in assessing sample representativeness. An alternative approach studies hammerscale, hot iron waste from hammering, providing insights into iron's chemical composition and source. At Weyersheim, an early Iron Age site in France, extensive analysis of 300 hammerscale samples and 77 slag inclusions in 6 iron scraps unveiled a unique geochemical signature. This signature showcases enrichment in Vanadium (V > 800 ppm), Chromium (Cr > 400 ppm), Rare Earth Elements (REE) (& sum;REE + Y > 1500 ppm), especially Heavy Rare Earth Elements like Yb (>100 ppm), and High Field Strength Elements (HFSE) (e.g., U > 30 ppm). The remarkable chemical uniformity observed in various hammerscale samples, and the slag inclusions indicates that the majority of the processed iron originates from a singular source. Comparison with known iron artifacts, particularly the bi-pyramid iron bars revealed similarities. This source exhibited uncommon enrichment and partitioning patterns of REEs, hinting at a rare geological deposit or a closely associated group of deposits. Plausibly sourced from weathered peralkaline rocks, the iron ore's geological origins potentially link to regions like Vosges and the Black Forest massifs. Nevertheless, identifying the geological formations accountable for these distinctive iron traits remains challenging, as there have been no findings of deposits or iron slag with similar compositions to aid in identification.", - "output": "Archaeology", + "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: The stationarity assumption of geostatistical methods is difficult to satisfy in practice. To overcome this limitation, this study proposed a geometric and statistical coupling strategy for modeling spatial dependence structures and developed a generalized Yang Chizhong filtering and interpolation (GYangCZ) method without the assumption of stationarity. In this work, we theoretically prove the effectiveness of Yang Chizhong filtering in fitting spatial dependence structures from a geometric perspective, and develop an orientation-constrained Yang Chizhong filtering to fit the local and discontinuous spatial dependence structures. To measure nonstationary spatial dependence structure, we define a local statistical indicator (i.e., fundamental variation function) by comparing the variance of the original data and the fitted geometric surfaces obtained under different filtering radii. The fundamental variation function is used as the kernel function to obtain the approximate best linear unbiased estimators at unobserved locations. We theoretically demonstrate that when only a linear drift exists in local areas, GYangCZ does not require the stationarity assumption. GYangCZ was used to estimate the gold grade of the Xiadian gold deposit in China. The results show that GYangCZ outperformed ordinary kriging, moving window kriging, and kriging convolution networks. GYangCZ is easy to implement with wide applications in geoscience.", + "input": "Abstract: OBJECTIVE: This research aimed to identify the fundamental and geographic characteristics of the primary healthcare personnel mobility in Nanning from 2000 to 2021 and clarify the determinants that affect their transition to non-primary healthcare institutions.METHODS: Through utilizing the Primary Healthcare Personnel Database (PHPD) for 2000-2021, the study conducts descriptive statistical analysis on demographic, economic, and professional aspects of healthcare personnel mobility across healthcare reform phases. Geographic Information Systems (QGIS) were used to map mobility patterns, and R software was employed to calculate spatial autocorrelation (Moran's I). Logistic regression identified factors that influenced the transition to non-primary institutions.RESULTS: Primary healthcare personnel mobility is divided into four phases: initial (2000-2008), turning point (2009-2011), rapid development (2012-2020), and decline (2021). The rapid development stage saw increased mobility with no spatial clustering in inflow and outflow. From 2016 to 2020, primary healthcare worker mobility reached its peak, in which the most significant movement occurred between township health centers and other institutions. Aside from their transition to primary medical institutions, the primary movement of grassroots health personnel predominantly directs towards secondary general hospitals, tertiary general hospitals, and secondary specialized hospitals. Since 2012, the number and mobility distance of primary healthcare workers have become noticeably larger and remained at a higher level from 2016 to 2020. The main migration of primary healthcare personnel occurred in their districts (counties). Key transition factors include gender, education, ethnicity, professional category, general practice registration, and administrative division.CONCLUSIONS: This study provides evidence of the features of primary healthcare personnel mobility in the less developed western regions of China, in which Nanning was taken as a case study. It uncovers the factors that impact the flow of primary healthcare personnel to non-primary healthcare institutions. These findings are helpful to policy refinement and support the retention of primary healthcare workers.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Dating silk mounting textiles is important for understanding their condition and susceptibility to degradation. Amino acid racemization is a technique currently used for this purpose. The research presented here aimed to clarify when this technique is reliable and when it is not. Silk fibers taken from a cocoon and from Japanese mounting textiles were studied using optical microscopy to document surface roughness. Chiral capillary electrophoresis mass spectrometry for amino acid racemization dating (AAR), liquid chromatography mass spectrometry for dye analysis, and FTIR for analysis of sericin and other materials adhering to the silk were also used. A change from rough fiber surfaces (greater than a hundred years old) to smooth fiber surfaces (less than a hundred years) was found. This correlated with the time of the introduction of Western degumming methods in Japan. Synthetic dyes were not found on the earlier silk fibers with rough surfaces. AAR dating measurements on rough surfaced fibers with remaining sericin correlated better with the estimated age of the silk fabrics than fibers with smooth surfaces, suggesting the technique should only be used for silk fibers with rough surfaces. A screening method for fibers for AAR analysis was outlined.", - "output": "Art", + "input": "Abstract: Emotion is a human sense that can influence an individual's life quality in both positive and negative ways. The ability to distinguish different types of emotion can lead researchers to estimate the current situation of patients or the probability of future disease. Recognizing emotions from images have problems concealing their feeling by modifying their facial expressions. This led researchers to consider Electroencephalography (EEG) signals for more accurate emotion detection. However, the complexity of EEG recordings and data analysis using conventional machine learning algorithms caused inconsistent emotion recognition. Therefore, utilizing hybrid deep learning models and other techniques has become common due to their ability to analyze complicated data and achieve higher performance by integrating diverse features of the models. However, researchers prioritize models with fewer parameters to achieve the highest average accuracy. This study improves the Convolutional Fuzzy Neural Network (CFNN) for emotion recognition using EEG signals to achieve a reliable detection system. Initially, the pre-processing and feature extraction phases are implemented to obtain noiseless and informative data. Then, the CFNN with modified architecture is trained to classify emotions. Several parametric and comparative experiments are performed. The proposed model achieved reliable performance for emotion recognition with an average accuracy of 98.21% and 98.08% for valence (pleasantness) and arousal (intensity), respectively, and outperformed state-of-the-art methods.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Research on political behavior and policy preferences has long argued that economic or labor market risk should motivate support for social policy, especially social insurance. We test this expectation about political behavior using a survey experiment in the nationally representative 2020 US Cooperative Congressional Election Study, through which we manipulate perceptions of labor market risk. Although our results suggest that our treatment successfully induced greater perceived labor market insecurity among respondents, we find no support for the expectation that risk of job loss translates into preferences for unemployment insurance policy design. We further find that Republicans react to the suggestion of macroeconomic change (either positive or negative) with a preference for rolling back unemployment insurance benefits, while Democrats' policy preferences are not significantly changed by the treatment. This result raises interesting questions for future analysis and research.", - "output": "Law", + "input": "Abstract: A famous painting of the 19th century, by Ilia Repin, of a religious procession depicts the pageantry of the event but also draws the attention of the viewer to the exclusion of a disabled child from the festivities.", + "output": "Art", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Buddha statues are distributed worldwide, and each piece reflects the aesthetic fashion of a particular region and historical era. Therefore, these sculptures have important cultural, aesthetic, and historical value. Owing to natural or artificial destruction, several Buddha statues have been damaged, with head or facial damage being the most prominent damage type. Because Buddha statue heads exhibit intricate variations in facial expressions and proportions, restoring head or facial damage is the most challenging aspect of damaged sculpture restoration projects. This study provides a new method for the restoration of damaged statues based on a Gaussian process model. The Gaussian process model entails a type of statistical shape modeling that allows it to learn shape distribution properties from a training dataset. During the restoration process, we used the residual parts of the damaged shape for the observations and added them to a Bayesian inference system to obtain the possible restoration result in the form of a posterior distribution. Therefore, the proposed method can be regarded as a quantitative mathematical representation of the subjective deduction process. Compared to those of the traditional manual restoration method, our results were more repeatable and stable, and the restoration process was automatic and rigorous, which reduced the requirements for professional knowledge and experience. Based on the learned model information, the proposed method exhibits strong robustness and anti -noise properties. In contrast to the optimization method, our final restoration result is a probability distribution, applicable to the repair of cultural relics. As our method make the missing shape inference using residual shape information and the regularity learned from training dataset, it is suitable for the restoration of damaged parts with no direct shape evidence. Finally, our model is generative; in other words, we can generate shapes on the posterior distribution and provide the corresponding probability. To demonstrate the effectiveness of our method, a series of experiments were conducted to restore damaged parts under different parameters and damage type settings. Subsequently, a quantitative analysis was performed. Finally, we applied this method to the virtual restoration of a damaged Buddha statue head in Xi 'an Museum. (c) 2023 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: Introduction: Mailed stool testing for colorectal cancer (CRC) may improve screening uptake and reduce the incidence and mortality of CRC, especially among patients at federally qualified health centers (FQHCs). To expand screening programs it is important to identify cost-effective approaches.Methods: We developed a decision-analytic model to estimate the cost, effects on screening and patient outcomes (CRCs detected, CRCs prevented, CRC deaths prevented), and cost-effectiveness of implementing a state-wide mailed stool testing program over 5 years among unscreened, age-eligible (aged 50-75 y) patients at FQHCs in Texas. We compared various outreach strategies and organizational structures (centralized, regional, or a hybrid). We used data from our existing regional mailed stool testing program and recent systematic reviews to set parameters for the model. Costs included start-up and ongoing activities and were estimated in 2022 US dollars from the perspective of a hypothetical third-party payer. Cost-effectiveness was assessed by using both incremental and average cost-effectiveness ratios.Results: Using either a statewide centralized or hybrid organizational configuration to mail stool tests to newly eligible FQHC patients and patients who have responded at least once since program inception is likely to result in the best use of resources over 5 years, enabling more than 110,000 additional screens, detecting an incremental 181 to 194 CRCs, preventing 91 to 98 CRCs, and averting 46 to 50 CRC deaths, at a cost of $10 million to $11 million compared with no program.Conclusions: A statewide mailed stool testing program for FQHC patients can be implemented at reasonable cost with considerable effects on CRC screening outcomes, especially when its structure maximizes program efficiency while maintaining effectiveness.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper studies the epistemic failures to reach understanding in relation to scientific explanations. We make a distinction between genuine understanding and its negative phenomena-lack of understanding and misunderstanding. We define explanatory understanding as inclusive as possible, as the epistemic success that depends on abilities, skills, and correct explanations. This success, we add, is often supplemented by specific positive phenomenology which plays a part in forming epistemic inclinations-tendencies to receive an insight from familiar types of explanations. We define lack of understanding as the epistemic failure that results from a lack of an explanation or from an incorrect one. This can occur due to insufficient abilities and skills, or to fallacious explanatory information. Finally, we characterize misunderstanding by cases where one's epistemic inclinations do not align with an otherwise correct explanation. We suggest that it leads to potential debates about the explanatory power of different explanatory strategies. We further illustrate this idea with a short meta-philosophical study on the current debates about distinctively mathematical explanations.", - "output": "Philosophy", + "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: Background Transgender and gender diverse (TGD) individuals face barriers, including harassment and discrimination, when accessing healthcare services. Medical imaging procedures require personal information to be shared, such as date of last menstrual cycle and/or pregnancy status; some imaging exams are also invasive or intimate in nature. Terminology is based on binary sex creating an inherently cis-heteronormative environment. TGD patients fear being outed and often feel a need to function as educators and advocates for their care. Incorporation of inclusive healthcare curriculum related to TGD populations is an effective means of educating new health providers and promotes safer and more inclusive spaces in healthcare settings. Educators face barriers which hinder the creation and implementation of TGD content. The purpose of this study was to examine the impacts educators are faced with when creating and delivering TGD content in their medical imaging curriculum.Methods A case study of medical imaging programs at a Canadian post-secondary institute was undertaken. Data was collected via semi-structured interviews with faculty. Relevant institutional documents such as strategic plans, policies/procedures, websites, and competency profiles were accessed. Framework analysis was used to analyze the data.Results The study found seven themes that influence the development of TGD curriculum as follows: familiarity and comfort with the curriculum and content change process; collaboration with other healthcare programs; teaching expertise; management of course workload and related. duties; connections to the TGD community; knowledge of required TGD content and existing gaps in curriculum; and access to supports.Conclusions Understanding educators' perspectives can lead to an increased sense of empowerment for them to create and incorporate TGD curriculum in the future. Many post- secondary institutions are incorporating an inclusive lens to educational plans; this research can be used in future curriculum design projects. The goal is improved medical imaging experiences for the TGD population.", - "output": "Communication", + "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: BACKGROUND: Propensity score weighting is a useful tool to make causal or unconfounded comparisons between groups. According to the definition by the Institute of Medicine (IOM), estimates of health care disparities should be adjusted for health-status factors but not for socioeconomic status (SES) variables. There have been attempts to use propensity score weighting to generate estimates that are concordant with IOM's definition. However, the existing propensity score methods do not preserve SES distributions in minority and majority groups unless SES variables are independent of health status variables.METHODS: The present study introduces a deweighting method that uses two types of propensity scores. One is a function of all covariates of health status and SES variables and is used to weight study subjects to adjust for them. The other is a function of only the SES variables and is used to deweight the subjects to preserve the original SES distributions.RESULTS: The procedure of deweighting is illustrated using a dataset from a right heart catheterization (RHC) study, where it was used to examine whether there was a disparity between black and white patients in receiving RHC. The empirical example provided promising evidence that the deweighting method successfully preserved the marginal SES distributions for both racial groups but balanced the conditional distributions of health status given SES.CONCLUSIONS: Deweighting is a promising tool for implementing the IOM-definition of health care disparities. The method is expected to be broadly applied to quantitative research on health care disparities.", - "output": "Demography", + "input": "Abstract: PurposeElucidating on the concrete outline of conservation of resource theory, this study aims to explore the links between work-family conflict and workplace thriving. In particular, this study has integrated depersonalization as a mediator and tested the moderated mediation effects of intrinsic motivation in work-family conflict and depersonalization relationships.Design/methodology/approachData were collected using a sample of 357 doctors working across various public hospitals in India over two waves (T1 and T2) and was tested using AMOS and Process Macros.FindingsExploration reveals that work-family conflict is negatively associated with workplace thriving. The mediating role of depersonalization in between work-family conflict and workplace thriving was established. Moreover, the moderating role of intrinsic motivation in work-family conflict and workplace thriving via depersonalization was also established.Originality/valueThe present study makes a theoretical addition to the literature by investigating nuances through which work-family conflict relationships and thriving at the workplace can be affected. To date, such a relationship has not been established. The study also extends the role of depersonalization as an underlying mechanism between work-family conflict and workplace thriving, making an imperative contribution. This study also tested the moderating role of intrinsic motivation. Overall, these relationships are novel and have been seldom reported.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: BACKGROUND: With the rapid aging of the domestic population, China has a strong incentive to increase the statutory retirement age. How retirement affects the health of the elderly is crucial to this policymaking. The health consequences of retirement have been debated greatly. This study aims to investigate the effects of retirement on physical and mental health among Chinese elderly people.METHODS: The data we use in this study comes from four waves (2011, 2013, 2015, and 2018) of the Harmonized China Health and Retirement Longitudinal Study (Harmonized CHARLS), a prospective cohort. We use the nonparametric fuzzy regression discontinuity design to estimate the effects of retirement on physical and mental health. We test the robustness of our results with respect to different bandwidths, kernel functions, and polynomial orders. We also explore the heterogeneity across gender and education.RESULTS: Results show that retirement has an insignificant effect on a series of physical and mental health outcomes, with and without adjusting several sociodemographic variables. Heterogeneity exists regarding gender and education. Although stratified analyses indicate that the transition from working to retirement leaves minimal effects on males and females, the effects go in the opposite direction. This finding holds for low-educated and high-educated groups for health outcomes including depression and cognitive function. Most of the results are stable with respect to different bandwidths, kernel functions, and polynomial orders.CONCLUSIONS: Our results suggest that it is possible to delay the statutory retirement age in China as retirement has insignificant effects on physical and mental health. However, further research is needed to assess the long-term effect of retirement on health.", - "output": "Philosophy", + "input": "Abstract: 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: Fiber-reinforced elastomeric isolators (FREIs) have been proposed as a cost-effective solution for expanding the use of seismic isolation to normal-importance structures. By using lightweight fiber reinforcement and eliminating the attachment plates, FREIs reduce cost while improving the isolation efficiency and reducing tensile stresses in the rubber. However, the flexural flexibility of the fiber allows cross-sectional distortions (i.e., warping) to occur, which significantly impacts the stability of these devices. This paper evaluates the buckling of rectangular, circular, and annular FREIs, taking into account shear warping effects. A planar buckling theory previously proposed by the authors is adapted for the three-dimensional problem, and effective warping rigidities and warping-related areas are derived for the above bearing geometries, accounting for rubber compressibility. To assess the adequacy of the proposed buckling theory and derived warping properties in predicting the buckling of FREIs, a parametric finite element study is conducted. The critical load predictions of the proposed analytical formulation are found to be in excellent agreement with those of the numerical simulations. It is shown that traditional estimations of the buckling load that neglect warping are significantly unconservative. Finally, design recommendations and resources are provided for practice-oriented applications.", + "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: The notion of 'tradition' still haunts anthropological discourse as something to be addressed with great scepticism and suspicion. Anthropologists are usually among the first to highlight the supposed impetus for reification that inhabits the idea of tradition, as well as its nationalistic, ideological, or political functions. Taking as a point of departure the Japanese notion of furusato ('hometown', 'native place') and its interpretation as an 'invented tradition', this paper attempts to look beyond the surface of these kind of functionalist evaluations and invites anthropologists to consider instead the mode of being and coming to be of tradition in human worlds; in other words, not the truth about tradition but the truth of tradition. Our understanding of tradition will be enhanced - this paper proposes - if we see it not as the 'thing' transmitted, but as the horizon of intelligibility disclosed and set in motion by that which is transmitted.", - "output": "History", + "input": "Abstract: BACKGROUND: Providing informed consent for trials requires providing trial participantswith comprehensive information about the trial, including information about potential risks and benefits. It is required by the ethical principle of respecting patient autonomy. Our study examines the variation in the way information about potential trial benefits and harms is shared in participant information leaflets (PILs).METHODS: A total of 214 PILs and informed consent forms from clinical trials units (CTUs) and Clinical Research Facilities (CRFs) in Ireland and the UK were assessed by two authors independently,to check the extent to which they adhered to seven recently developed principles. Discrepancies were resolved by a third.RESULTS: Usage of the seven principles varied widely between PILs regardless of the intended recipient or trial type. None of the PILs used more than four principles, and some (4%) used none. Twenty-seven per cent of PILs presented information about all known potential harms, whereas 45% presented information on allknown potential benefits. Some PILs did not provide any potential harms or potential benefits (8%). There was variation in the information contained in adult and children PILs and across disease areas.CONCLUSION: Significant variation exists in how potential trial benefits and harms are described to potential trial participants in PILs in our sample. Usage of the seven principles of good practice will promote consistency, ensure informed ethical decision-making and invoke trust and transparency. In the long term, a standardised PIL template is needed.", + "output": "Philosophy", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 Previous research has shown that the use of dental care services has a significant socioeconomic gradient. Lower income groups tend to use dental care services less, and they often have poorer dental health than higher income groups. The purpose of this study is to evaluate how an increase in income affects the use of dental care services among a low-income population.Methods The study examines the causal effect of increasing cash transfers on the use of dental care services by utilizing unique register-based data from a randomized field experiment conducted in Finland in 2017-2018. The Finnish basic income experiment introduced an exogenous increase in the income of persons who previously received basic unemployment benefits. Register-based data on the study population's use of public and private dental care services were collected both for the treatment group (N = 2,000) and the control group (N = 173,222) of the experiment over a five-year period 2015-2019: two years before, two years during, and one year after the experiment. The experiment's average treatment effect on the use of dental care services was estimated with OLS regressions.Results The Finnish basic income experiment had no detectable effect on the overall use of dental care services. However, it decreased the probability of visiting public dental care (-2.7% points, -4.7%, p =.017) and increased the average amount of out-of-pocket spending on private care (12.1 euros, 29.8%, p =.032). The results suggest that, even in a country with a universal public dental care coverage, changes in cash transfers do affect the dental care patterns of low-income populations.", + "input": "Abstract: BACKGROUND: According to the German Physiotherapy Education and Qualification Regulations, teaching of anatomical structures is one of the fundamental subjects of physiotherapy education. Besides exhibits and models, anatomy atlases are usually used as teaching and learning tools. These are available in both analog form such as printed books or in digital form as a mobile application. Furthermore, the use of digital teaching and learning tools is steadily increasing within the education of health professionals.AIM: To assess the efficacy of a digital educational tool in contrast to an analog anatomical atlas in acquiring knowledge about anatomical structures.MATERIAL AND METHOD: The data collection took place in the context of an anatomy tutorial for students of the bachelor's degree program in physiotherapy. In a cross-over design, the students completed two learning assignments, each, with different learning materials provided, either with an anatomy app on a tablet or with an anatomy atlas as a book. The tests to assess the newly acquired knowledge immediately after the task, consisted of questions about the anatomical structures of the knee as well as the shoulder. In addition, the students' satisfaction with the learning materials provided was surveyed using a questionnaire. The survey assessed their satisfaction, their assessment of learning success, and their affinity to digital learning materials. This was done using a 5-point Likert scale and a free-text field. The data was analyzed descriptively, and group differences were calculated using a t-tests.RESULTS: Thirty students participated. The group comparison showed a significantly better outcome for the group that prepared with the analog anatomy atlas for the questions on the knee than the comparison group that used the anatomy app (t(28)=2.6; p=0.007). For the questions concerning the shoulder, there was no significant difference between the digital and analog groups (t(28)=1.14; p=0.26). The questionnaire revealed that satisfaction with the analog anatomy atlas was significantly higher than with the anatomy app. A total of 93.34% rated their experience with the analog learning tool at least somewhat satisfied. In contrast, 72.67% of students partially or fully agreed that they enjoyed learning with digital learning tools.DISCUSSION: Learning anatomical structures with the Human Anatomy Atlas 2023+app did not show a clear advantage when compared to an anatomy book in these two cohorts of physiotherapy students. The results of the questionnaire also showed greater satisfaction with the analog anatomy atlas than with the anatomy app, whereas most students stated that they frequently use digital learning tools, including some for anatomical structures. Satisfaction with the learning tool seems to play a central role in their effectiveness. In addition, sufficient time must be provided for users to familiarize themselves with the user interface of digital applications to use them effectively.REGISTRATION: Diese klinische Studie wurde nicht in einem Studienregister registriert.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Knowledge, science, and technology are at the core of both a 'resource-based' and 'knowledge-based' bioeconomy. Collaboration in science considers varying circumstances such as resource availability and technological infrastructure. Significant investments have been mobilized for supporting research, development, and bioeconomicy innovations in Brazil. Germany, in particular, is among Brazil's most prominent bioeconomy collaborators, specifically with regard to tropical forests for their function as a carbon sink, as a site with specific atmospheric and soil conditions for research, and as a provider of forest and agricultural biomass to contribute to the setup of biomass supply chains, and biodiversity. However, North-South inequalities continue to materialize both in knowledge production and scientific work. To better understand the nature of these inequalities, we conduct an explorative empirical study on German-Brazilian scientific collaboration on bioeconomy. Building on theoretical contributions located at the interface between International Relations and Science, Technology, and Innovation studies, we propose a categorization of inequalities in science collaboration which we then use to reflect upon and contextualize the findings from our qualitative interviews with bioeconomy researchers. Our analysis indicates that interviewed researchers perceive the scientific collaboration on bioeconomy between Brazil and Germany as unequal. These inequalities range from research infrastructure to academic career opportunities. However, inequalities are heavily influenced by how the national and international bioeconomy research agenda is defined, and most importantly by whom research agendas are set. Building on these findings, we discuss how international bioeconomy research could move away from the traditional North-South dichotomy in science collaboration towards a more collaborative and inclusive research agenda setting.", - "output": "Geography", + "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: OBJECTIVES: To investigate factors associated with symptomatic urinary tract infection (sUTI) in persons with chronic spinal cord lesion (SCL) who were using single-use catheters for intermittent self-catheterization (ISC).METHODS: Among respondents to an internet survey on the burden of illness on persons with SCL who were considered to be able to perform ISC, 111 persons using single-use catheters were included to examine factors associated with self-reported sUTI by univariate as well as multivariable analysis.RESULTS: The incidence of sUTI was significantly higher in males than in females (56.9% vs. 31.6%, p=.011), persons with stocks of antibiotics than those without it (82.9% vs. 28.6%, p<.011), and persons with more frequent bleeding during catheterization than those with less frequent bleeding (100% vs. 46.5%, p=.036). The incidence did not significantly differ between respective groups when various variables were evaluated by other characteristics of the participants, adherence to ISC procedures, and complications. On multivariable analysis, male gender and stocks of antibiotics were significant independent factors for sUTI.CONCLUSIONS: Male gender and stocks of antibiotics were associated with sUTI in persons with SCL who were performing ISC with single-use catheters.", + "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 literature has argued that decentralization can create new forms of leverage for criminal gangs, increasing their territorial presence and levels of violence. In this article we reverse the causal arrow and analyze how gangs affect the performance of decentralized institutions. We study the case of El Salvador, a country with the ubiquitous presence of gangs. We find that the higher presence of gangs reduced municipalities' fiscal revenues, thereby increasing their dependence on transfers from the central government. This result is mostly driven by mid-size municipalities, as the effect is not significant for small and large municipalities. In addition to depressing revenues, gang presence was also associated with lower municipal spending and less service provision, effectively hollowing out municipal governance. The drop in municipal spending is particularly strong in capital spending and in small municipalities. The article also finds that gangs undermine economic activity - not just in the municipalities where they operate but through spill-over effects in neighboring jurisdictions as well.", + "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 learning environment (LE) includes social interactions, organizational culture, structures, and physical and virtual spaces that influence the learning experiences of students. Despite numerous studies exploring the perception of healthcare professional students (HCPS) of their LE, the validity evidence of the utilized questionnaires remains unclear. This scoping review aimed to identify questionnaires used to examine the perception of undergraduate HCPS of their LE and to assess their validity evidence. Five key concepts were used: (1) higher education; (2) questionnaire; (3) LE; (4) perception; and (5) health professions (HP). PubMed, ERIC, ProQuest, and Cochrane databases were searched for studies developing or adapting questionnaires to examine LE. This review employed the APERA standards of validity evidence and Beckman et al. (J Gen Intern Med 20:1159-1164, 2005) interpretation of these standards according to 5 categories: content, internal structure, response process, relation to other variables, and consequences. Out of 41 questionnaires included in this review, the analysis revealed a predominant emphasis on content and internal structure categories. However, less than 10% of the included questionnaires provided information in relation to other variables, consequences, and response process categories. Most of the identified questionnaires received extensive coverage in the fields of medicine and nursing, followed by dentistry. This review identified diverse questionnaires utilized for examining the perception of students of their LE across different HPs. Given the limited validity evidence for existing questionnaires, future research should prioritize the development and validation of psychometric measures. This will ultimately ensure sound and evidence-based quality improvement measures of the LE in HP education programs.", - "output": "Education", + "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: Negative pressure (NP) therapy is effective in managing chronic lymphedema of the extremities. However, the seal formation of the general head (GH) can fail due to the interspace between the lip and the irregular skin surface on limbs before suction, resulting in the inefficiency of therapy, prolonging the time required for physiotherapy, and increasing the workload of physiotherapists. In this letter, we present a bio-inspired head (BIH) that uses adaptive control for NP therapy on unstructured surfaces. Its lip is designed with soft material inspired by the bloodworm to ensure safe human contact. Additionally, the lip size can be changed with the variation of the cavity pressure, and sensors on the lip could provide contact feedback. An adaptive control method is proposed for autonomous suction on unstructured surfaces. Several experiments were carried out to illustrate the characteristics of this novel head with a deformable lip and contact detection, while the adaptive control method for the NP suction on the unstructured surfaces was validated by phantom and body experiments. Compared with the GH, the results showed that the BIH with adaptive control could automatically fit the irregular arm structures to form a seal and complete the NP suction with a higher success rate(SR).", - "output": "Communication", + "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: Most existing vision-based roughness measurements primarily rely on statistical information from grayscale images or intensity information from color images. However, the structural information of images has not been fully and effectively utilized. To more accurately measure the roughness of grinding surfaces, a visual measurement method of grinding surface roughness based on aliasing region index and neural network is proposed. Firstly, color images of grinding surface are obtained under red and green illumination. Secondly, aliasing regions of red and green images are extracted through fuzzy clustering segmentation and morphological processing. Then the aliasing width and the aliasing dispersion of aliasing region can be calculated as indices for roughness measurement. Thirdly, the relationship model between aliasing region index and grinding surface roughness is constructed using the back propagation (BP) neural network. The results demonstrate that the aliasing dispersion index has a better correlation with grinding surface roughness than the aliasing width index. The method based on the aliasing dispersion index and BP neural network is feasible and accurate for grinding surface roughness measurement.", + "input": "Abstract: In contemporary society, the reverse osmosis (RO) process is important for water treatment and reuse industry. However, membrane fouling remains a challenging issue during operation. To date, RO system operation mainly relies on the operator's knowledge, and the maintenance is carried out based on schedule or pre-defined criteria due to our limited understanding of RO fouling in real applications. To better understand the process and enable system optimization, an integrated data-driven coupled with adsorption model has been proposed in this study. The data-driven model calibrates the mechanistic model and predicts future values, while the adsorption model provides predictions on transmembrane pressure (TMP). By integrating these two models, an accurate prediction with high robustness and an insight into the detailed fouling mechanisms in real plants were achieved. In addition to the model itself, multiple regression analysis (MRA) had also been applied to identify the dominant fouling mechanisms. This analysis confirms that it is highly possible that membrane fouling is developed from an intermediate pore blockage to cake filtration.", "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 emergence and utilization of gold beads in China were influenced by foreign civilizations and cultures, while the exploration of composite beads in China has been relatively limited compared to single-material beads. Metal foil glass beads represent a distinct type of composite beadwork popular in ancient times. This paper presents findings from a study conducted on a group of beads that were unearthed in Nanyang City, Henan Province. Theoretical calculations and CT imaging suggested that a particular class of gold beads, previously misidentified as single-material beads, actually consisted of gold foil wrapped around an inner layer of glass beads. Elemental analysis techniques such as pXRF, SEM and mu-EDXRF were used to reveal that the purity of the gold foil of the two differently shaped beads is around 95% and 98.5%, while the silver foil of the silver beads is also around 85% due to corrosion. Microscopic observation confirmed that the gold leaf was applied through foil-fusion gilding. Lead isotope analysis indicated that the gold beads originated from different sources, whereas the silver beads likely originated from the Central Plains region. Furthermore, the evidence of beadwork from Southeast Asia and South China supports the view that the gold beads may have been originally exotic but gradually adaptated through indigenous learning, allowing the creation of high-quality imitations. This study emphasizes the importance of scientific analyses for the proper determination of bead types and craftsmanship, and contributes to a better understanding of the ancient bead circulation network.", + "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: Three decades after the argumentative turn in policy analysis and planning, interpretive approaches have become part of mainstream policy analysis. Increasingly, researchers work within these traditions. Researchers new to these approaches might struggle to make conceptual and methodological choices. We therefore compare three prominent interpretive approaches: discourse analysis, framing analysis and narrative analysis. Discourse analysis is the study of hegemonic, dominant and recessive discursive structures. It explores how power is embedded in language and (re)produces dominant social structures. Framing analysis involves studying processes of meaning construction. It explores what elements of reality are strategically or tacitly foregrounded or backgrounded in conversations and text, and how this includes and excludes voices, ideas and interests in policy and decision-making. Narrative analysis investigates the work of storytelling. It explores how people make sense of events through the selection and connection of story elements: events, settings and characters. These approaches share ontological and epistemological starting points, but offer different results. In this paper, we show what they each contribute to critical policy analysis and develop a heuristic for selecting or combining approaches. We give a renewed entry point for interpretive work and contribute to dialogs on commonalities and differences between approaches.", - "output": "Law", + "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: Between 1898 and 1940, eight human cases of diphyllobothriasis were reported in Argentina, always in recently arrived European immigrants. In 1982, the first autochthonous case was detected, and since then, 33 other autochthonous cases have been reported, totaling 42 cases of human diphyllobothriasis in Argentina before the present study. Our aim is to update the information on diphyllobothriasis in Argentina by identifying specimens from new cases using morphometrical and/or molecular methods. We also aim to assess the epidemiological relevance of this food-borne disease in the country. Anamnestic data were obtained from patients or professionals, along with 26 worms identified using morphometrical (21 samples) and molecular techniques (5 samples). All the patients acquired the infection by consuming freshwater salmonids caught in Andean lakes in Northern Patagonia. Morphometrics and DNA markers of worms were compatible with Dibothriocephalus latus. In total, 68 human cases have been detected in Argentina, 60 of which were autochthonous. The human population living North-western Patagonia, whose lakes are inhabited by salmonids, is increasing. Similarly, the number of other definitive hosts for Dibothriocephalus dendriticus (gulls) and for D. latus (dogs) is also increasing. In addition, salmonid fishing and the habit of consuming home-prepared raw fish dishes are becoming widespread. Therefore, it is to be expected that diphyllobothriasis in Argentina will increase further.", - "output": "History", + "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: BACKGROUND: Older patients often have complex medication regimens, which change as they move across transitions of care. Engagement of older patients and families in making medication decisions across transitions of care is important for safe and high-quality medication management.AIMS: To explore decision-making between health professionals, older patients and families about medication changes across transitions of care, and to examine how patient and family engagement is enacted in the process of decision-making in relation to these medication changes.METHODS: A focused ethnographic design was undertaken with semi-structured interviews, observations, and reflective focus groups or interviews. Reflexive thematic analysis was conducted on transcribed data. The study was undertaken at a public teaching acute care hospital and a public teaching community hospital in Australia.RESULTS: In all, 182 older patients, 44 family members and 94 health professionals participated. Four themes were conceptualised from the data: different customs and routines, medication challenges, health professional interactions, and patient and family involvement. Environments had differences in their customs and routines, which increased the potential for medication delays or the substitution of unintended medications. Medication challenges included health professionals assuming that patients and families did not need information about regularly prescribed medications. Patients and families were informed about new medications after health professionals had already made decisions to prescribe these medications. Health professionals tended to work in disciplinary silos, and they had views about their role in interacting with patients and families. Patients and families were expected to take the initiative to participate in decision-making about medication changes.CONCLUSIONS: Patient movements across transitions of care can create complex and chaotic medication management situations, which lacks transparency, especially for older patients and their families. A greater focus on pre-emptive and planned discussions about medication changes will contribute to improving patient and family involvement in medication decision-making.", - "output": "Communication", + "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: BACKGROUND: The study explored the levels and associated factors of undiagnosed depression among community-dwelling older Indian adults. It also identified the socio-demographic predictors of undiagnosed depression among the study population at national and state levels.METHODS: The study employed data from the Longitudinal Ageing Study in India wave-I, 2017-18. Based on the data on depression from interviewee's self-reporting and measurement on Composite International Diagnostic Interview- Short Form (CIDI-SF) and Centre for Epidemiological Studies- Depression scale (CES-D) scales, we estimated undiagnosed depression among older adults (age 60+). We estimated multivariable binary logistic regressions to examine the socio-demographic and health-related predictors of undiagnosed depression among older adults.FINDINGS: 8% (95% CI: 7.8-8.4) of the total older adults had undiagnosed depression on CIDI-SF scale and 5% (95% CI: 4.8-5.3) on the combined CIDI-SF and CES-D. Undiagnosed depression was higher among those who were widowed, worked in the past and currently not working, scheduled castes, higher educated and the richest. Lack of health insurance coverage, presence of any other physical or mental impairment, family history of Alzheimer's/Parkinson's disease/ psychotic disorder, lower self-rated health and poor life satisfaction were significant predictors of undiagnosed depression on both CIDI-SF and combined scales.CONCLUSION: To improve the health of older adults in India, targeted policy efforts integrating mental health screening, awareness campaigns and decentralization of mental healthcare to primary level is needed. Further research could explore the causal factors behind different levels of undiagnosed depression.", - "output": "Demography", + "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: Climate change is a major threat to global heritage and many sites are already experiencing impacts from climate change and related hazards. Recent studies have indicated that this challenge is especially acute in the African continent. Climate vulnerability assessment is increasingly a key tool in periodic reporting and ongoing site management and an essential first step in climate adaptation planning. This paper presents results from climate vulnerability assessments undertaken at two UNESCO World Heritage (WH) properties: The Ruins of Kilwa Kisiwani and Ruins of Songo Mnara in Tanzania; and the Sukur Cultural Landscape in Nigeria. These assessments each applied a version of the Climate Vulnerability Index (CVI), a values-based, science-driven and community-focused technique. A values mapping exercise identified key heritage and socioeconomic values, including key attributes associated with the Outstanding Universal Value (OUV) of the WH property. Downscaled climate projections were used to identify key hazards over selected emissions scenarios and timeframes, before weighing potential impacts against local adaptive capacities. Based on the timeframes and emissions scenarios, the project found OUV Vulnerability was Moderate at the Ruins of Kilwa Kisiwani and Ruins of Songo Mnara and Low at the Sukur Cultural Landscape, whilst the Community Vulnerability was Low for both properties. The paper will conclude with some wider observations on the application of climate vulnerability assessments in an African context and a focus on lessons learned. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: PURPOSE: The aim of the study was to evaluate illumination properties in an in-vitro kidney calyx model in saline.DESIGN AND METHODS: We evaluated a series of contemporary flexible ureteroscopes including the Storz Flex-Xc and Flex-X2s, Olympus V3 and P7, Pusen 7.5F and 9.2F, as well as OTU WiScope using a 3D-printed closed pink kidney calyx model, submerged in saline. A spectrometer was used for illuminance and color temperature measurements at different openings located at center (direct light), 45\u00b0 (direct and indirect light) and 90\u00b0(indirect light) to the axis of the scope.RESULTS: Maximum illuminance was at the center opening for all scopes (range: 284 to 12,058lx at 50% brightness and 454 to 11,871lx at 100% brightness settings). The scope with the highest center illuminance (Flex-Xc) was 26 times superior to the scope with the lowest illuminance (Pusen 7.5Fr) at 100% brightness setting. For each scope, there was a peripheral illuminance drop ranging from -43 to -92% at 50% brightness and -43% to -88% at 100% brightness settings, respectively (all p<0.01). Highest drop was for the P7 and the Pusen 9.2F. All scopes had illuminance skew, except the V3. All scopes had a warm color temperature.CONCLUSION: Illumination properties vary between ureteroscopes in an enclosed cavity in saline, and differs at center vs 45\u00b0 and 90\u00b0 positions within scopes. Peripheral illuminance drop can be as high as -92%, which is undesirable. This may affect the choice of ureteroscope and light brightness settings used in surgery by urologists.", + "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 more fluid higher education environments, the concept of third space has been developed to explore the activities of groups of staff who do not necessarily fit formal institutional descriptors. This paper draws on qualitative data from 26 respondents, in eight UK universities, who described significant elements of their work as occurring between professional and academic spheres of activity. Comparing individuals categorised as fully fledged 'third space professionals' with those categorised as simply 'working in third space', the paper suggests that the way individuals build and use social capital, and the recognition accorded to them by institutions, not only impacts on the way that they develop their roles but also is a significant factor in determining their career direction and aspirations. Furthermore, this has led to a general shift from the concept of service to one of partnership between colleagues, whether they are formally classified as 'academic' or 'professional'.", + "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: Automatic modulation classification (AMC) aims to blindly recognize the modulation type of a received signal in wireless systems. It is also a critical component of non-cooperative communication systems after the detection of the presence of a signal. In this paper, we introduce a robust approach, termed DET-AMC (joint Detection and Automatic Modulation Classification), employing Convolutional Neural Networks (CNNs) trained via transfer learning methodology. The main advantage of our approach is its ability to handle a wide range of modulation types, including 10 different schemes generated in Gnuradio and their detection using the same model. Through extensive experimentation, we evaluate the performance of our light CNN-based DET-AMC method across varying signal-to-noise ratio (SNR) levels, as well as in the presence of phase noise and frequency offset. We find that the CNN's learned features, obtained through transfer learning, exhibit robustness, particularly in low SNR and various challenging conditions, leading to accurate modulation classification. In general, our approach outperforms existing methods by using the effectiveness of deep learning in capturing relevant discriminative features. Additionally, our model offers a robust solution for join detection and AMC by achieving an accurate probability of detection and modulation classification without the need for manual feature engineering or the consideration of frequency offset, phase noise or noise estimation. Our model achieves 100% accuracy for synthetic and real data at an SNR equal to -10 dB for detection, and 100% and 98% for classification of synthetic and real signals at -4 dB, respectively.", - "output": "Communication", + "input": "Abstract: How did Louis Pasteur, born in a small town in the Jura-Dole, still little known to the world today, become a man of global recognition and fame? The answer to this question is guided by two pivotal considerations. First is Pasteur's relationship to the representation of reality. This relationship was seeded and steadily developed since his juvenile years through practicing different forms of artistic expression, the most famous of which were subtle pastels portraying Pasteur's parents and neighbors. This genuine attraction towards art gradually became scientificized at the same time, when new means of reproducing the reality were invented, such as photography. The second consideration, critical to understand the phenomenon of Pasteur's celebrity, is a strong linkage of his research with nature-based agricultural production. Here again, deeply rooted in his youth and home environment, permeated with the taste of wine and the smell of tanned leather, Pasteur's interests necessitated the processes of communication, not only at the scientific level, but also on a daily life basis, with numerous social actors at play (ferments, silkworms etc.). Throughout his work, Pasteur had to provide himself with the means to set up these interdisciplinarity and communication. The final result was the Pasteur Institute, or rather the Pasteur Institutes and the global Pasteur network.", + "output": "History", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: In recent decades, investigations in the southern Iberian Peninsula have increased our understanding of the socio-economic impact of the spread of the Neolithic in southwestern Europe, including changes in marine resources exploitation. Nevertheless, considerable uncertainty still exists around the seasonality of such subsistence systems and the putative role of marine fish and shellfish to the evolving agro-pastoral economies. Earlier studies on the European Atlantic coast (including Iberia) have shown that the stable oxygen isotope (delta O-18) values from the topshell Phorcus lineatus (da Costa, 1778) can be reliably used to derive seasonal sea surface temperatures (SST) during its lifespan. This information can be used by archaeologists to estimate the seasonality of mollusc collection in the past, and to shed light into settlement and subsistence patterns. This paper presents the results of a stable isotope study on archaeological shells of P. lineatus recovered from the Neolithic settlement of Campo de Hockey (Cadiz, Spain). We analysed shells from both funerary and residential contexts and found that P. lineatus was consumed year-round, but with a stronger preference during winter. Our results therefore contribute to advance our understanding of the role of coastal environments in early farming societies of southwestern Europe.", - "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: Human malaria, an ancient tropical disease, is caused by infection with protozoan parasites belonging to the genus Plasmodium and is transmitted by female mosquitoes of the genus Anopheles. Our understanding of human malaria parasites began officially in 1880 with their discovery in the blood of malaria patients by Charles Louis Alphonse Laveran (1845-1922), a French army officer working in Algeria. A claim for priority was made by Philipp Friedrich Hermann Klencke (1813-1881) in 1843, who wrote a chapter entitled: Marvellous parallelism between the manifestations of vertigo and the presence of animalcule vacuoles in living blood. We should not lose sight of this old controversy, which is rarely mentioned in historical reviews on malaria.", - "output": "History", + "input": "Abstract: Cardiac magnetic resonance imaging (MRI) usually requires a long acquisition time. The movement of the patients during MRI acquisition will produce image artifacts. Previous studies have shown that clear MR image texture edges are of great significance for pathological diagnosis. In this paper, a motion artifact reduction method for cardiac MRI based on edge enhancement network is proposed. Firstly, the four-plane normal vector adaptive fractional differential mask is applied to extract the edge features of blurred images. The four-plane normal vector method can reduce the noise information in the edge feature maps. The adaptive fractional order is selected according to the normal mean gradient and the local Gaussian curvature entropy of the images. Secondly, the extracted edge feature maps and blurred images are input into the de-artifact network. In this network, the edge fusion feature extraction network and the edge fusion transformer network are specially designed. The former combines the edge feature maps with the fuzzy feature maps to extract the edge feature information. The latter combines the edge attention network and the fuzzy attention network, which can focus on the blurred image edges. Finally, extensive experiments show that the proposed method can obtain higher peak signal-to-noise ratio and structural similarity index measure compared to state-of-art methods. The de-artifact images have clear texture edges.", + "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 editorial introduces the nexus between family firms, hidden champions, and regional development from an economic geography perspective. Family firms constitute the backbones of most local and regional economies, and some of them are even so-called hidden champions, which are global leaders in their market niches. At the same time, both entities are spatial sources of heterogeneity able to empower regions with difficult-to-imitate competitive and locational advantages that originate from the stickiness of their economic actors. It is mainly an empirical task to prove if this regional distinctiveness results from the structures and embeddings that family firms and hidden champions stand for (e.g., regional persistence and local rooting), and from the practices how these entities are owned, governed, managed (e.g., long-term business relations with [local] suppliers, customers, labour force, international excellence). By outlining three infant research directions on family firms and hidden champions from an economic geography perspective, this editorial frames the field, introduces and locates the contributions in this special issue therein, and calls for a spatially informed view on this rising cross-disciplinary field.", + "input": "Abstract: This study investigated the Chinese millennials' perspectives of tourism sustainability using Hofstede's five-dimensional model. It examined the relationship between their environmental attitudes and hedonic/utilitarian values. According to the findings, collectivism had a positive impact on their pro-environmental attitude, evident in both their preferences and behaviors. Large power distance as well as high tolerance for uncertainty, conversely, resulted in a less pro-environmental attitude. Simultaneously, their masculinity, as expressed in their tendency to obtain more profit in advance, was harmful. This research adds to a greater understanding of cultural and individual values and suggests marketing strategies to advocate for environmentally conscious behaviors.", "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Humanitarians have recently championed faith actors as valuable resources in delivering humanitarian aid. Partnerships are increasingly promoted through international declarations and bespoke toolkits. Such approaches are abstracted from the historical and contemporary contexts through which faith is negotiated, and through which faith actors have become legitimate. This paper explores how faith has been entangled within the dynamics of two spatially connected crises: Ugandans fleeing post-Amin reprisals in the mid-1980s, and South Sudanese fleeing civil war from 2013. Drawing attention to the local-structural engagements which have shaped forms of protection and the legitimacy of faith actors, this paper urges for a consideration of complexity in humanitarians' localisation calculations.", - "output": "Law", + "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: The study analyses wood samples recovered from diverse archaeological contexts (a gate, tomb and kiln) at the Shichengzi site, an Eastern Han Dynasty garrison in modern-day Xinjiang dating from the 1st to 2nd centuries AD. The results show extensive exploitation of a single species of conifer (Picea sp.) by Shichengzi residents. The selection and utilisation of this identical species suggest, on the one hand, the widespread use of Picea for building, artefacts and fuel at Shichengzi. It also suggests that Picea's general availability was exploited by Shichengzi's planners. This study offers the first clear evidence for timber-use strategies among the north-western frontier populations of the Han Empire.", - "output": "Archaeology", + "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: Within higher education research, the topic of choosing has mainly concerned young peoples' choices of whether or not to enter higher education and their choice of study programme. However, a study programme is often not a fixed package. Nevertheless, choices within higher education has received comparably little attention. This study unpacks second-year students' experiences of choosing, and it explores how they navigate these choices. Drawing on empirical material from ethnographic fieldwork at three bachelor programmes, we found that students experience both opportunities and constraints in navigating higher education choices. Inspired by Ingold (2015; 2016) we suggest a theoretical perspective on choice as wayfaring. We found, that navigating through higher education contains both ambiguities and challenges for students, who learn as they go along, discover new paths and thus change direction as they move through the landscape of higher education. We argue that making choices in this sense is an integral part of being a student and an inherent part of what it means to study.", - "output": "Education", + "input": "Abstract: Primatologist who brought animals and humans a little closer.", + "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: Laser-induced breakdown spectroscopy (LIBS) has recently been considered one of archaeology's most preferred analytical techniques because of its simplicity; it does not need sample preparation, is fast, is a quasi-nondestructive analytical technique, and is cost-effective. Besides, LIBS can perform stratigraphic measurements, which are of significant interest in cultural heritage samples. Such pros facilitate utilizing LIBS in situ, e.g., in museums and excavation sites. In the present work, LIBS has been used to analyze black resin remains and gold fragments used in mummification and collected from the Ptahemwia tomb in the vicinity of Djoser's Step Pyramid at Sakkara. The IR (1064 nm) and the UV (355 nm) laser wavelengths have been used in the LIBS measurements. The results revealed both samples' emission line intensity dependence on the laser wavelength. In this regard, elements such as Na, Ca, Mo, and CN (molecular band) for black resin and Au, Ag, and Cu for gold samples were detected as significant elements. It has been found that the detection sensitivity achieved by the LIBS technique was higher when using the UV laser. This is crucial in detecting rare earth elements REE (Y, La) and/or minor elements (Nb, Zr) in the samples under study. Furthermore, the energy-dispersive X-ray (EDX) analysis has been used to validate the LIBS results for the same samples. In agreement with what is reported in the literature, the LIBS and the EDX spectroscopic results showed that the black resin investigated in the present study is bitumen in its composition. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", - "output": "Art", + "input": "Abstract: Pelvic exenteration (PE) is a technically challenging surgical procedure. More recently, quality of life and survivorship following PEs are being increasingly acknowledged as important patient outcomes. This includes evaluating major long-term complications such as hernias, defined as the protrusion of internal organs through a facial defect (The PelvEx Collaborative in Br J Surg109:1251-1263, 2022), for which there is currently limited literature. The aim of this paper is to ascertain the incidence and risk factors for postoperative hernia formation among our PE cohort managed at a quaternary centre.METHOD: A retrospective cohort study examining hernia formation following PE for locally advanced rectal carcinoma and locally recurrent rectal carcinoma between June 2010 and August 2022 at a quaternary cancer centre was performed. Baseline data evaluating patient characteristics, surgical techniques and outcomes was collated among a PE cohort of 243 patients. Postoperative hernia incidence was evaluated via independent radiological screening and clinical examination.RESULTS: A total of 79 patients (32.5%) were identified as having developed a hernia. Expectantly, those undergoing flap reconstruction had a lower incidence of postoperative hernias. Of the 79 patients who developed postoperative hernias, 16.5% reported symptoms with the most common symptom reported being pain. Reintervention was required in 18 patients (23%), all of which were operative.CONCLUSION: This study found over one-third of PE patients developed a hernia postoperatively. This paper highlights the importance of careful perioperative planning and optimization of patients to minimize morbidity.", + "output": "Demography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 the immediate aftermath of the devastation and frustration of the Second World war, several architects and planners in Europe and North America took on the task of expanding their disciplinary boundaries and providing accounts of 'others'. As they investigated various understandings of human life and the social dimension of the built environment, the interest shifted from the paradigms of modern design to the complexity of distant cultures and the variety beyond the Western tradition. Among those who challenged narrow perspectives was Erwin Anton Gutkind, a planner, architect, and theorist of German origin. Examining his unpublished manuscript, entitled The Human Settlement, and its long chapter on Africa, this article demonstrates how Gutkind pushed the theoretical and geographical limits of the historical research on architecture of his time to develop a project that offered a strong critique of modernist attitudes, internationalist models, and nation-state narratives. The essay also reflects on both Gutkind's exposure of colonial and neocolonial strategies of modernization and westernization on the continent and his problematic representation of local and non-colonial architecture in Africa. The manuscript's merits and limits reveal the significant friction that arose between Gutkind's strategies for including underrepresented voices and his reliance on biased perspectives.", - "output": "History", + "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: PURPOSE: To explore the clinical value of various complete blood count (CBC)-derived inflammation indicators to predict in-hospital mortality in patients with extensive burns.METHODS: Systemic inflammation indexes, including lymphocyte-platelet ratio (LPR), neutrophil-lymphocyte ratio (NLR), neutrophil-monocyte ratio (NMR), monocyte-lymphocyte ratio (MLR), neutrophil-to-lymphocyte * platelet (NLPR), systemic inflammation index (SII), and systemic inflammation response index (SIRI) on days 1, 3, and 7 after admission were calculated in 135 patients with extensive burns.RESULTS: We included 135 patients with extensive burns, including 97 survivors and 38 non-survivors. After adjusting for confounders, only the LPR on day 1, NLPR on days 3 and 7 were significantly associated with survival (OR= 1.237, 1.097, 1.104; 95 % CI: 1.055-1.451, 1.002-1.202, 1.005-1.212; respectively) in the analysis of multivariate logistic regression. The optimum cutoff values of the LPR on day 1 and NLPR on day 3 were 6.37 and 8.06, and the area under the curves (AUC) were 0.695 and 0.794, respectively. The AUC of NLPR on day 7 had the highest value, 0.814, and the optimum cut-off value was 3.84. The efficacy of LPR on day 1, NLPR on days 3 and 7 combined with the burn prognostic score index in predicting the prognosis of patients was higher than that of the burn index alone, and the three composite inflammatory indexes combined with PBI had the highest efficacy in predicting the prognosis (AUC = 0.994). Kaplan-Meier survival analysis showed poor prognosis in patients with higher LPR on day 1 and higher NLPR on days 3 and 7 (log-rank chi2 =9.623,31.564, 20.771, respectively; P<0.01).CONCLUSIONS: LPR on day 1 and NLPR on days 3 and 7 after admission are reliable predictors of prognosis in patients with severe extensive burns. The combination of the burn prognostic score index, LPR on day 1, and NLPR on days 3 and 7 was superior to the burn indexes alone in predicting a patient's prognosis.", - "output": "Demography", + "input": "Abstract: BACKGROUND: Implementing digital transformation and artificial intelligence (AI) in education and practice necessitates understanding nursing students' attitudes and behaviors as end-users toward current and future digital and AI applications.PURPOSE: This study aimed to assess the perceived knowledge, attitudes, and skills of nursing students regarding digital transformation, as well as their digital health literacy (DHL) and attitudes toward AI. Furthermore, we investigated the potential correlations among these variables.METHODS: A descriptive correlational design was employed in a Saudi nursing college utilizing a convenience sample of 266 nursing students. A structured questionnaire consisting of six sections was used, covering personal information, knowledge, skills and attitudes toward digital transformation, digital skills, DHL, and attitudes toward AI. Descriptive statistics and Pearson correlation were employed for data analysis.RESULTS: Nursing students exhibited good knowledge of and positive attitudes toward digital transformation services. They possessed strong digital skills, and their DHL and positive attitude toward AI were commendable. Overall, the findings indicated significant positive correlations between knowledge of digital transformation services and all the digital variables measured (p=<0.05). Senior students reported greater digital knowledge and a positive attitude toward AI.CONCLUSION: The study recommends an innovative undergraduate curriculum that integrates opportunities for hands-on experience with digital healthcare technologies to enhance their digital literacy and skills.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: This study compared incidence rates, stage at presentation, and cause-specific mortality of nodular and superficial spreading melanoma along the rural-urban continuum in Kentucky. We compared resulting patterns in our data with sample demographic and other potential factors, including population by county and primary care provider rate. Methods: Retrospective patient data were extracted from the Surveillance, Epidemiology, and End Results database from 2010 through 2017. These data were supplemented by environmental, demographic, and socioeconomic data derived from publicly accessible databases. Correlation and chi 2 analyses were used to test for significant differences in outcome variables by US Department of Agriculture Rural-Urban Continuum Code (RUCC) categories and other potential predictor variables. Results: Incidence rates by Kentucky county were not associated with RUCC or population; likewise, there was no relationship between stage at presentation and RUCC category. There was, however, a highly significant association between cause-specific mortality and RUCC; patients from rural areas were significantly more likely to die from melanoma than those in urban areas. This overall difference was due to differences in mortality for superficial spreading melanoma. Conclusions: Our results suggest that a disparity in patients' ability or tendency to access primary care and/or specialist providers postdiagnosis may be critical factors in determining the ultimate outcome of a melanoma diagnosis. Further studies should explore the availability of dermatologists and/or treatment options for melanoma in rural areas. Our data also provide additional support for inclusion of melanoma subtype in the American Joint Committee on Cancer guidelines.", - "output": "Demography", + "input": "Abstract: This study explores the impact of green marketing tools (green advertising and eco-labelling) and green motives on green purchase intention, subsequently enhancing green satisfaction and WOM, with brand experience as a moderator. Data from 391 participants in China and 337 in India were analyzed. Findings reveal (a) green marketing tools positively affect green brand image and trust, (b) green brand image and trust mediate the relationship between green marketing tools, motives, and green purchase intention, (c) green purchase intention brings greater satisfaction and WOM, and (d) brand experience moderates the relationship between green brand image, trust, and green purchase intention.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Simulation is a safe, supported, and accessible learning method for students to gain skills and experience, especially in difficult to access range of practice areas such as voice.OBJECTIVE: The study aimed to explore change in students' perceptions of knowledge, confidence, anxiety, and clinical readiness for assessment and management of an adult with a voice disorder after participation in simulation-based learning activities.METHODS: Participants (N = 113) were students enrolled in a mandatory course dedicated to the voice and voice disorders. Students completed 32 hours of academic coursework which included lectures and tutorials and two 30-minute simulation-based learning activities with a standardized patient playing the role of an adult with a voice disorder. The impact of the simulation-based learning activities on student perceptions of their knowledge, confidence, anxiety, and clinical readiness for work within the area of voice were surveyed at three time points: (1) pre lectures, (2) post lectures but pre simulation, and (3) post simulation. Change across time was analyzed using repeated measures analysis of variance with post hoc Bonferroni adjustment.RESULTS: All students perceived significant (P \u2264 0.001) positive changes in knowledge and confidence across time points for all activities, except for writing an assessment report. Anxiety related to the management of a client with a voice disorder fluctuated significantly (P \u2264 0.001) throughout the program. Overall, the majority (>90%) of students agreed or strongly agreed that the simulation-based learning activities were useful and helped them to develop clinical skills, apply content taught in lectures, and gain confidence and interest in voice.CONCLUSION: This study supports incorporation of simulation-based learning as part of students' clinical preparation for the assessment and management of voice disorders.", - "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: Health impact assessments have estimated substantial health co-benefits of climate change mitigation strategies due to reductions in air pollution in the US; however, few studies have considered children's health impacts and related equity implications. We estimated the potential health co-benefits to children related to improved air quality associated with various emissions cap and investment scenarios for the transportation sector in the Northeastern and Mid-Atlantic US proposed under the Transportation and Climate Initiative (TCI). We modeled changes in ambient fine particulate matter and nitrogen dioxide between 2022 and 2032 associated with on-road transportation sector emissions under nine hypothetical carbon dioxide (CO2) emissions cap and investment scenarios proposed under TCI using the Community Multiscale Air Quality (CMAQ) model version 5.2. We estimated potential health co-benefits for adverse birth and pediatric respiratory and neurodevelopmental outcomes using an expanded version of the Environmental Benefits Mapping and Analysis Program, known as BenMAPR. We also examined impacts on pediatric asthma exacerbations across racial/ethnic groups. We found that health benefits to children increased as the CO2 emission caps became more ambitious. The combination of the highest emissions cap (25%) and the investment scenario which prioritized public transit improvement (Diversified strategy) conferred the greatest children's health benefits for the majority of health outcomes considered, resulting in approximately $82 million per year in economic savings. Assessment of the distribution of avoided pediatric asthma exacerbations showed benefits across all racial and ethnic groups, with a slightly greater reduction in cases for non-White populations. Decarbonization policies in the transportation sector in the Eastern US have the potential to provide important air quality and pediatric health co-benefits.", - "output": "Geography", + "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: During COVID-19 remote instruction, instructors were tasked with providing students with authentic laboratory experiences in an out-of-classroom environment. One solution developed for our introductory general chemistry laboratory involved students critiquing readily available technique videos to distinguish between correct and incorrect laboratory technique. After returning to in-person labs in Fall 2021, we incorporated this assessment into the pre-lab assignments in an effort to reduce the cognitive load of learning a new technique. Here we explore whether this critical-review exercise translates into improved technique as measured by precision and accuracy when using a 10 mL volumetric pipet. Additionally, we consider the impact of the pre-lab assignment given the involvement level of the TA, as some TAs are more willing to provide feedback on student technique during the lab period. We found that while students self-report the exercise as useful towards their learning, there are no significant changes in performance for most students. We did, however, find a reduction in the overall outliers and saw improvements when additional feedback (through a TA) was provided as well. These findings indicate that the exercise may be most useful for students who make large errors and who receive little individualized feedback.", - "output": "Education", + "input": "Abstract: While Prospect Theory helps to explain decision-making under risk, studies often base frames on hypothetical events and fail to acknowledge that many individuals lack the ability and motivation to engage in complex thinking. We use an original survey of US adults (N=2813) to test Prospect Theory in the context of the May 2023 debt ceiling negotiations in the US Congress and assess whether objective numeracy moderates framing effects. We hypothesize and find evidence to suggest that most respondents are risk-averse to potential gains and risk-accepting to potential losses; however, high numerates are more risk-averse and risk-accepting to gains and losses, respectively, than low numerates. We also find that need for cognition interacts with numeracy to moderate framing effects for prospective losses, such that higher need for cognition attenuates risk-acceptance among low numerates and exacerbates risk-acceptance among high numerates. Our results are robust to a range of other covariates and in models accounting for the interaction between political knowledge and need for cognition, indicating joint moderating effects from two knowledge domains similarly conditioned by the desire to engage in effortful thinking. Our findings demonstrate that those who can understand and use objective information may remain subjectively persuaded by certain policy frames.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This work presents the results of the characterisation of the mortars used to build the vaults of the choir and a transverse arch in the nave of Notre-Dame de Paris. The aim is to highlight the mixes used and technological choices made by the builders at the end of the 12th century. A multi-analytical approach made it possible to characterise the binders, aggregates, particle size distributions and the physical and chemical properties of about thirty samples. They lead to the definition of mortar mix equivalent to medieval ones. First investigations conducted on the fresh mortar show its ability to erect an arch or the panels of the vaults and validate the mortar mix proportions. These results will sufficiently support the ongoing project on the reconstitution of compatible mortars as well as on modelling the structural comportment of the edifice. (c) 2022 Published by Elsevier Masson SAS on behalf of Consiglio Nazionale delle Ricerche (CNR).", - "output": "Archaeology", + "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: 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: 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: OBJECTIVEThe aim of this study was to examine the motivations and perceptions of RNs with completed doctorates in an integrated healthcare system.BACKGROUNDHistorically, PhD preparation was the primary doctorate available for nurses, preparing them to conduct research and hold leadership positions. The recent growth of Doctor of Nursing Practice (DNP) programs that focus on either advanced clinical practice or executive competencies has significant implications for the future of nursing in practice settings.METHODSA 30-item survey was sent to all 93 RNs at a healthcare system who have completed doctorates.RESULTSA response rate of 71% found DNPs outnumber PhDs 3 to 1. PhDs are significantly more likely to perceive concrete benefits associated with their degrees, and DNPs are more likely to report that their degrees have not made a difference in their jobs.CONCLUSIONSLeaders in practice and education must collaborate to ensure that both DNPs and PhDs are engaged in positions that use their highest level of competence in any setting.", - "output": "Education", + "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: Photodynamic therapy (PDT) has been widely employed in clinical applications, healthcare, and public health (e.g. cancer research, microbiological control, vector control, etc). The photodynamic action is an advanced oxidation process based on the production of reactive oxygen species (ROS) and singlet oxygen by the excitation of a photosensitizer by specific wavelengths of light in the presence of molecular oxygen. The generation of ROS, which are highly reactive, encourages the use of PDT against recalcitrant pollutants and resistant parasites, a novel approach for PDT applications. Here, we explored recent research in PDT in water and wastewater treatment, elucidating operational conditions, main targets, potentials, and constraints, considering a collection of scientific papers curated by a well-defined research strategy. Retrieved records were filtered by subjects, and data was organized into a content network. Results showed that PDT is a timely alternative to deal with emerging chemical contaminants, resistant microorganisms, and other challenges, raising opportunities for versatile applications and sustainable solutions. Advances in environmental applications of PDT may help reach the Sustainable Development Goal 6 (SDG 6), but also positively impact other SDGs.", - "output": "Education", + "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 paper is devoted to testing Kohonen self-organising maps, with elliptic Fourier coefficients as quantitative variables, for the task of morphological classification of fragmented and non-standardised ceramics. The advantage of the methodology used is its ability to account for the systematic statistical relationships inherent in the dataset, build models of varying degrees of generalisation and visualise multivariate data. The approbation of the method was carried out on materials from the Hlyboke Ozero-2 settlement in Eastern Ukraine. The results are compared with the results obtained using principal component analysis + k-means clustering.", - "output": "Archaeology", + "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: A famous painting of the 19th century, by Ilia Repin, of a religious procession depicts the pageantry of the event but also draws the attention of the viewer to the exclusion of a disabled child from the festivities.", + "input": "Abstract: Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. (c) 2024 Consiglio Nazionale delle Ricerche (CNR). Published by Elsevier Masson SAS. All rights reserved.", "output": "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: Many health professions schools host anatomy outreach sessions for high school students that utilize anatomical donors. However, teaching with anatomical donors for younger learners is uncommon. This study aimed to assess the comfort levels and experiences of students who attended the anatomy sessions as part of summer programs at Rutgers New Jersey Medical School. Younger learners (students entering grades 7-10; n = 25) and older learners (students entering grades 11-12; n = 33) completed pre- and post-session surveys about their comfort using a 5-point Likert scale. Before the sessions, most students felt comfortable or very comfortable learning from isolated organs (mu = 2.7, SD = 1.3) or full-body donors (mu = 2.4, SD = 1.4), even though most have never been to an anatomical donor lab before. After the sessions, the comfort level significantly increased for both isolated organs (mu = 3.3, SD = 1.1; p = 0.02) and full-body donors (mu = 3.1, SD = 1.2; p = 0.004). For isolated organs, there was no significant difference in the comfort level between younger and older learners before (p = 0.50) or after (p = 0.56) the sessions. Similarly, for full-body donors, there was no significant difference in the comfort level between younger and older learners before (p = 0.95) or after (p = 0.75) the sessions. Most students expressed that the experience was unique and positive. In conclusion, most students entering grades 7-12 felt comfortable learning from isolated organs and full-body anatomical donors prior to the sessions and felt more comfortable after the sessions. With this, anatomy outreach programs that utilize anatomical donors could be expanded to include younger learners to provide more dynamic teaching experiences for students of various ages.", + "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: 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: 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: The global trading system has reached an inflection point. The future of the liberalized, rules-based global world order is in doubt as countries that have for decades preached and practiced policies, which can loosely be defined as embodying the 'Washington Consensus', have started to backtrack. Free and fair trade is no longer the mantra as governments embrace industrial policy, protectionism, national security, risk management, and managed trade. Perhaps the most surprising adherent of the reversal is the US, whose embrace of what has been termed a 'modern American industrial strategy' runs counter to traditional American views and norms. While David Ricardo's theory of comparative advantage still holds true, it has certainly fallen out of fashion. Where it leads remains unknown - caveat emptor. This article analyses President Joe Biden's industrial policy and its implications as well as shifts that have occurred as a result of the pandemic, geopolitical competition, and other recent global events.", - "output": "Economics", + "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: Given that Facebook is still the most widely used social networking site in the world, its influence on democratic processes is under constant scrutiny. Academics have put a special focus on Facebook's role in inhibiting or enhancing citizens' news exposure. Recent studies using digital behavioral data have analyzed the prevalence and effects of Facebook news referrals. Using a web tracking tool that captures general browsing behavior as well as public posts seen on Facebook, this paper lays the groundwork for the field by assessing the validity of previously proposed operationalizations. We validate news referrals by investigating whether different measures actually reflect exposure to a news URL a user saw on Facebook. We furthermore assess the effects of news referrals on central outcomes in extant literature, contingent on different operationalizations. The results show that the most precise measure of news referrals are click identifiers attached to news URLs by Facebook. Different operationalizations of referrals have theoretically impactful consequences for the substantive understanding of Facebook's role in high-choice online environments. The paper demonstrates the need for academics to constantly innovate in order to measure citizens' online behavior in an ecologically valid manner.", - "output": "Communication", + "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: In oldest old age (generally considered to be from 85 years onwards), personhood is often called into question, impacting well-being as a result. Based on ethnographic fieldwork, this article examines the well-being of oldest old nursing home residents at the intersections of ageism, fraying personhood and fragile social belonging in Danish nursing home care. In Denmark personhood hinges on both independence and social belonging; or f AE llesskab. We examine how these concepts are practiced in nursing home care. Taking its starting point in the distinction between the inside world of the nursing home and the real world outside, the article examines how processes of othering occur in nursing home care, imperilling resident personhood and opportunities for social belonging. We consider how oldest old residents navigate social belonging, finding it in turn life-sustaining and vexatious. We argue that tacit ageism permeates the nursing home, to the detriment of resident well-being, despite the best intentions of an aged care system that is structured to specifically maintain personhood.", - "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: Background People experiencing homelessness are at increased risk of violence and abuse, however, there is insufficient knowledge about rates of inquiry or readiness of healthcare professionals to address violence and abuse among this population. This study aimed to explore healthcare professionals' experiences and perceptions of asking about violence and abuse among patients experiencing homelessness.Methods This study used a qualitative, interpretive, and exploratory design. We performed focus group discussions with healthcare professionals (n = 22) working at an integrative healthcare unit for people experiencing homelessness. Data were analysed using reflexive thematic analysis, following Braun and Clarke's six-phase approach. Findings are reported according to the Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist.Results The overarching theme of the analysis is that addressing violence and abuse is at risk of falling through the cracks. The theme is supported by three sub-themes: Hesitance to address violence and abuse, The complex dynamics of violence and abuse in homelessness, and Challenges in addressing violence and abuse amidst competing priorities and collaborative efforts. The normalisation of violence and abuse within the context of homelessness perpetuates a cycle where the severity and urgency of addressing violence and abuse are overlooked or minimised, hindering effective interventions. Moreover, healthcare professionals themselves may inadvertently contribute to this normalisation. The hesitance expressed by healthcare professionals in addressing the issue further reinforces the prevailing belief that violence and abuse are inherent aspects of homelessness. This normalisation within the healthcare system adds another layer of complexity to addressing these issues effectively.Conclusions The findings underscore the need for targeted interventions and coordinated efforts that not only address the immediate physical needs of people experiencing homelessness but also challenge and reshape the normalised perceptions surrounding violence and abuse. By prioritising awareness, education, and supportive interventions, we can begin to break the cycle and provide a safer environment where violence and abuse are not accepted or overlooked.", + "input": "Abstract: BACKGROUND: Uncomplicated urinary tract infections (UTIs) in women are among the most common bacterial infections in primary care. Given the health threats related to the overuse of antibiotics, alternative options are of increasing importance. Patient-reported outcome measures are valuable tools for including the patients' perspective when evaluating the efficacy of these strategies. Aiming to identify a suitable instrument to measure the severity and bothersomeness of UTI symptoms in women, we performed a systematic review of the literature and identified the Holm and Cordoba Urinary Tract Infection Score (HCUTI), which measures the severity, bothersomeness, and impact of uncomplicated UTIs on daily activities. This instrument showed sufficient content validity but needs translation and further validation before it can be used in German research.OBJECTIVE: For use in the German setting, we aim (1) to perform translation and linguistic validation of the HCUTI and (2) to evaluate content validity and psychometric properties of the German version of the HCUTI in a population of women with uncomplicated UTIs.METHODS: The HCUTI will be translated and linguistically validated using the dual-panel method. This process involves a bilingual translation panel and a lay panel to check the comprehensibility of the translation. Content validity of the translated questionnaire will be assessed using cognitive interviews according to the criteria for good content validity as recommended by the COSMIN (Consensus-based Standards for the selection of health Measurement Instruments) group involving women with uncomplicated UTIs and health care professionals. Subsequent psychometric validation of the German version of the HCUTI in a population of women with uncomplicated UTIs will include the assessment of structural validity, internal consistency, test-retest reliability, construct validity, responsiveness, and interpretability.RESULTS: Results of the translation and linguistic validation process and the results of the content validity study were obtained in September 2023 and will be published separately. Data on the psychometric properties of the German version of the HCUTI are anticipated in mid-2024.CONCLUSIONS: We expect that data from the content validity study will provide important suggestions for potential modifications of the HCUTI for use in the German setting. The final version of the questionnaire will be used for the assessment of its psychometric properties in a large population of women with uncomplicated UTIs.INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/49903.", "output": "Communication", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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: Industrial cities are hotspots for many hazardous air pollutants (HAPs), which are detrimental to human health. We devised an identification method to determine priority HAP monitoring areas using a comprehensive approach involving monitoring, modeling, and demographics. The methodology to identify the priority HAP monitoring area consists of two parts: (1) mapping the spatial distribution of selected categories relevant to the target pollutant and (2) integrating the distribution maps of various categories and subsequent scoring. The identification method was applied in Ulsan, the largest industrial city in South Korea, to identify priority HAP monitoring areas. Four categories related to HAPs were used in the method: (1) concentrations of HAPs, (2) amount of HAP emissions, (3) the contribution of industrial activities, and (4) population density in the city. This method can be used to select priority HAP monitoring areas for intensive monitoring campaigns, cohort studies, and epidemiological studies.", + "output": "Geography", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', '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 the demonstrated efficacy of psychotherapy, the precise mechanisms that drive therapeutic transformations have posed a challenge and still remain unresolved. Here, we suggest a potential solution to this problem by introducing a framework based on the concept of mental navigation. It refers to our ability to navigate our cognitive space of thoughts, ideas, concepts, and memories, similar to how we navigate physical space. We start by analyzing the neural, cognitive, and experiential constituents intrinsic to mental navigation. Subsequently, we posit that the metaphoric spatial language we employ to articulate introspective experiences (e.g., unexplored territory or going in circles) serves as a robust marker of mental navigation. Methods Using large text corpora, we compared the utilization of spatial language between transcripts of psychotherapy sessions (approximate to 12 M. words), casual everyday conversations (approximate to 12 M. words), and fictional dialogues in movies (approximate to 14 M. words). We also examined 110 psychotherapy transcripts qualitatively to discern patterns and dynamics associated with mental navigation. Results We found a notable increase in the utilization of spatial metaphors during psychotherapy compared to casual everyday dialogues (U = 192.0, p = .001, d = 0.549) and fictional conversations (U = 211, p < .001, d = 0.792). In turn, analyzing the usage of non-spatial metaphors, we did not find significant differences between the three datasets (H = 0.682, p = 0.710). The qualitative analysis highlighted specific examples of mental navigation at play. Conclusion Mental navigation might underlie the psychotherapy process and serve as a robust framework for understanding the transformative changes it brings about.", - "output": "Philosophy", + "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: This study proposed an innovative combined ejector-enhanced organic Rankine cycle and two-stage compression refrigeration cycle (EORC-TCRC), to investigate its potential to revolutionize energy utilization and offer a sustainable solution for the current energy challenge. Energy, exergy, economic, and environmental (4E) analysis of the novel EORC-TCRC system was conducted first. The performance appraisal of the novel system compared to the conventional combined power and ejector refrigeration system has been evaluated. The evolutionary non- dominated Sort Genetic (NSGA-II) optimization algorithm was implemented to ascertain triple-objective optimal system operating conditions. The results revealed a significant improvement in refrigeration output, energy, and exergy efficiency with values of 220.06 kW, 11.67%, and 17.07%, respectively, compared to the conventional Rankine power and ejector refrigeration system. By different selections of the objective functions, four groups comprised of Multi-Objective CT-\u0572ex, Multi-Objective CT-\u0572Th, Multi-Objective \u0572ex-\u0572Th, and Triple- Objective mode presented to sought NSGA-II optimization results. The optimization results of Multi-Objective CT-\u0572Th mode indicated that the best thermal efficiency and overall system cost rate operating conditions are 28.25% and 78,820 ($/year), respectively. While the optimal system operating condition occurs in the Triple- Objective \u0572ex- \u0572Th-CT with the exergetic efficiency of 41.69%", - "output": "Economics", + "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: This article investigates the connection and dependence between the definiteness of the totalities involved in mathematical structures and the determinateness of statements about that structure. From a logical perspective, we investigate whether logical principles expressing the definiteness of totalities license the use of classical logic. From a philosophical perspective, this article provides a reconstruction of Solomon Feferman's claim that the definiteness of the natural number conception implies the determinateness of arithmetical statements and therefore justifies the adoption of classical logic for arithmetical theories.", - "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: Background: In China, the prevalence of mental health issues among college students is a significant concern in society. This study aims to investigate the impact of early dietary quality on the psychological well-being of college students and elucidate the underlying mechanisms through which these effects occur, specifically focusing on height and qi-deficiency as mediators according to Chinese traditional medicine (CTM). Methods: A total of 655 college students were surveyed in October 2023 using paper-pencil-based questionnaires at four second-tier universities in Sichuan Province. The assessment included mental health, height, and qi-deficiency. Pearson's correlation and linear regression analyses were employed to examine the mediation model and test the hypotheses. Results: The college students exhibited acceptable levels of early diet quality (M = 3.72) and mental health (M = 3.63), while also presenting mild qi-deficiency symptoms (M = 2.25). Their average height was measured at 164.61 cm. Early diet quality demonstrated significant associations with mental health (r = 0.38, p < 0.01), height (r = 0.32, p < 0.01), and qi-deficiency (r = -0.32, p < 0.01). Mental health displayed correlations with height (r = 0.32, p < 0.01) and qi-deficiency (r = -0.49, p < 0.01). The results of linear regression analyses revealed significant associations between early diet quality and mental health (beta = 0.31, p < 0.01), height (beta = 0.21, p < 0.01), as well as qi-deficiency (beta = -0.26, p < 0.01). Furthermore, when early diet quality was included in the regression model, both height (beta = 0.21, p < 0.01) and qi-deficiency (beta = -0.35, p < 0.01) emerged as significant mediators in the relationship with mental health. Conclusion: The mediation model and hypotheses were strongly supported, demonstrating that early diet quality exerted an influence on the mental health of college students through two distinct pathways: height and qi-deficiency. Moreover, the mediating effect of qi-deficiency was found to be more pronounced than that of height in the relationship between early diet quality and mental health among college students.", - "output": "Philosophy", + "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: Spatial information such as building location and distribution plays an important role in urban dynamic monitoring and urban planning applications. In recent years, deep learning methods have developed rapidly and achieved state-of-the-art performance in building extraction from remote sensing images in a variety of scenarios. However, existing semantic segmentation models pay more attention to global semantic information, emphasize multi-scale feature fusion or set lighter acceptance domains to obtain more global features, and ignore low-level detail features such as edges. Therefore, a new end-to-end deep learning network CEEAU_Net based on encoder-decoder architecture is designed to add edge sensing module and edge feature extraction module to obtain edge feature information of buildings. The Luxian county area of Luzhou City, Sichuan province is selected for building dataset production, which is located in the Longmenshan seismic zone, with many earthquakes of magnitude three or above, and the scene is complex, so a more accurate building extraction method is needed. Comparison experiments are also conducted with several advanced models on two public datasets, WHU building dataset (WHU) and Massachusetts. Selection of multiple indicators for indicator evaluation of results. CEEAU_Net achieves the best results in the metrics of overall accuracy, F1-score, Intersection over Union (IoU) and Mean Intersection over Union (MIoU), which suggests that the method proposed in this paper can effectively improve the accuracy of building extraction.", - "output": "Geography", + "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: Elections have consequences for a variety of health care issues.", - "output": "Law", + "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: Seeking to add a comparative element to the study of patron-client relations, this article introduces a multidimensional measurement tool for analysing de facto-patron state relations. The tool is used to measure military, political, societal and cultural resource exchange sustaining de facto state patron-client relationships, focusing on the client side of this dyadic relationship as this is where the defining features of patron-client relationships are most evident due to the asymmetry of resources. The study uses original data on Abkhazia, Kosovo, Nagorno-Karabakh, Northern Cyprus, Taiwan, Transnistria and their respective patron states. Comparing their degrees of dependence and differences based on the type of patronage, the article also discusses the merits and shortcomings of the tool, inviting further development.", - "output": "Geography", + "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: An international survey was conducted on the benefits and limitations of accreditation to ISO17025 in forensic science, and how quality management could be improved to reflect the complexities of the end-to-end process. The survey was in response to growing concern within the forensic science community that the standard ISO17025 (and ISO17020), which is the backbone of forensic science accreditation, does not have sufficient depth and reach to properly address the quality of both the inputs (crime scene traces) and outputs (e.g., opinions in a report) of forensic science. The survey was developed around three themes: (1) fitness for purpose, (2) competences and (3) education & training. It targeted directors and senior managers, including quality managers, of forensic science laboratories/facilities. The survey was developed by the research team and disseminated with the cooperation of the International Forensic Strategic Alliance (IFSA) and six regional Networks: the American Society of Crime Laboratory Directors (ASCLD), the European Network of Forensic Science institutes (ENFSI), the Australian and New Zealand Forensic Executive Committee (ANZFEC) (formerly SMANZFL), Acadamia Iberoamericana de Criminalistica Estudios Forenses (AICEF), Asian Forensic Sciences Network (AFSN) and Southern Africa Regional Forensic Science Network (SARFS). What emerged for each of the three themes of the survey are areas of concern where the forensic science community should reconsider its approach to quality management if it is to have continuing value and relevance into the future. The results are evaluated and discussed. Briefly, the results include evidence of a lack of fitness for purpose of ISO17025 as a standard for the forensic science continuum, a lack of agreement on what forensic science is and poor levels of recognition of crime scene investigation, many competences, particularly cognitive competences, are not identified, monitored or assessed and the incentive to gain accreditation and maintain continuous improvement is intrinsic rather than customer driven.", - "output": "Education", + "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: In the last decade, novel agents such as BTK and BCL-2 inhibitors have revolutionized treatment of CLL/SLL, with clinical trials showing improved overall survival compared to chemotherapeutic agents. However, studies examining whether they have improved overall survival at the population level are lacking. We evaluated this by conducting a retrospective analysis of CLL/SLL patients registered in the National Cancer Institute's surveillance epidemiology and end results (SEER) database, analyzing overall survival (OS) in periods pre- and post-availability of novel agents, along with demographic information. Our results showed that median OS significantly improved over time [7.8 years (2000-2005), 9.1 years (2006-2013), and not reached (2014-2018) (p < 0.001)]. Compared to diagnosis in 2014-2018, diagnosis in earlier periods was associated with higher mortality risk (2000-2005-HR 1.32, 95 % CI 1.28-1.37, p < 0.001: 2006-2013-HR 1.09, 95 % CI 1.06-1.13, p < 0.001). Lower mortality risk was seen in patients age < 85 years whereas median household income of <$75000 was associated with higher mortality. Our study provides real-world data suggesting a possible multifactorial contribution to improvement in survival, including availability of novel agents, better monitoring, and supportive care. They also show discrepancies in overall survival for CLL/SLL patients due to socioeconomic status and demographic factors.", - "output": "Demography", + "input": "Abstract: Importance Modifier 22 is a mechanism designed for surgeons to identify cases that are more complex than their Current Procedural Terminology code accounts for. However, empirical studies of the use and efficacy of modifier 22 are lacking. Objective To assess the use of modifier 22 in common surgical procedures and the association of use with compensation. Design, Setting, and Participants This was a cross-sectional analysis of the 2021 Physician/Supplier Procedure Summary Limited Data Set including all Part B carrier and durable medical equipment fee-for-service claims. Claims for 10 common surgical procedures were evaluated, including mastectomy, total hip arthroplasty, total knee arthroplasty, coronary artery bypass grafting, laparoscopic right colectomy, laparoscopic appendectomy, laparoscopic cholecystectomy, kidney transplant, laparoscopic total abdominal hysterectomy and bilateral salpingo-oophorectomy, and lumbar laminectomy. Data were analyzed from August to November 2023. Main Outcomes and Measures Rate of modifier 22 use, rate of claim denial, mean charges, mean payment for accepted claims, and mean payment for all claims. Results The sample included 625 316 surgical procedures performed in calendar year 2021. The proportion of modifier 22 coding for a procedure ranged from 5725 of 251 521 (2.3%) in total knee arthroplasty to 1566 of 18 459 (8.5%) in laparoscopic total abdominal hysterectomy and bilateral salpingo-oophorectomy. Submitted charges were 11.1% (95% CI, 9.1-13.2) to 22.8% (95% CI, 21.3-24.3) higher for claims with modifier 22, depending on the procedure. Among accepted claims, those with modifier 22 had increased payments ranging from 0.8% (95% CI, 0.7-1.0) to 4.8% (95% CI, 4.5-5.1). However, claims with modifier 22 were more likely to be denied (7.4% vs 4.0%; P < .001). As a result, overall mean payments were mixed, with 4 procedures having lower payments when modifier 22 was appended, 4 procedures having higher payments with modifier 22, and 2 procedures with no difference. The largest increase in mean payment for modifier 22 claims was for kidney transplant with an increased payment of $71.46 (95% CI, 55.32-87.60), which translates to a relative increase of 3.4% (95% CI, 2.9-4.6). Conclusions and Relevance The findings in this study suggest that modifier 22 had little to no financial benefit when appended to claims for a diverse panel of surgical procedures. In the current system, surgeons have little reason to request modifier 22, and no mechanisms currently exist for surgeons to recoup payment for difficult operations.", + "output": "Economics", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: It is difficult to advance the ESG agenda using company law, especially in common law legal systems. Cases show that directors' duties require directors to prioritise the 'interests of the company', which is equated with 'shareholders' interests as a whole', whether under the traditional common law or, for the UK, under the codified section 172 of the Companies Act 2006. In addition, when determining if directors have acted in the interests of the company, judges typically decline to examine the merits of a business decision, focusing instead on the decision-making process. What this means is that even if directors must take ESG considerations into account, courts have held that the duty to act in the company's best interests does not impose a positive duty for directors to adopt aggressive ESG focused strategies. We argue that this has always been and should continue to be the correct judicial approach.", + "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: I present an account of epistemic autonomy as a distinctively wide-ranging epistemic virtue, one that helps us to understand a range of phenomena that might otherwise seem quite disparate - from the appropriate selection of epistemic methods, stances and topics of inquiry, to the harms of epistemic oppression, gaslighting and related phenomena. The account draws on four elements commonly incorporated into accounts of personal autonomy: (i) self-governance, (ii) authenticity, (iii) self-creation and (iv) independence. I further argue that for a distinctively epistemic virtue of autonomy; the above elements must ultimately reliably lead to valuable epistemic goods (for the agent herself and others). I then turn to the domains or ways in which epistemic autonomy so understood, can be made manifest. I suggest that epistemic autonomy is a virtue that allows us to appropriately choose (i) subject matters and areas of inquiry, (ii) methods, sources, and processes of belief formation, (iii) epistemic goals and (iv) epistemic stances or frameworks. So understood, epistemic autonomy has a role to play in shaping most every aspect of our epistemic lives.", + "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: Particulate of diameter <= 1 mu m (PM1) presents a novel risk factor of adverse health effects. Nevertheless, the association of PM1 with the risk of chronic kidney disease (CKD) in the general population is not well understood, particularly in regions with high PM1 levels like China. Based on a nationwide representative survey involving 47,204 adults and multi-source ambient air pollution inversion data, the present study evaluated the association of PM1 with CKD prevalence in China. The two-year average PM1, particulate of diameter <= 2.5 mu m (PM2.5), and PM1-2.5 values were accessed using a satellite-based random forest approach. CKD was defined as estimated glomerular filtration rate < 60 ml/min/1.73 m(2) or albuminuria. The results suggested that a 10 mu g/m(3) rise in PM1 was related to a higher CKD risk (odds ratio [OR], 1.13; 95% confidence interval [CI] 1.08-1.18) and albuminuria (OR, 1.11; 95% CI, 1.05-1.17). The association between PM1 and CKD was more evident among urban populations, older adults, and those without comorbidities such as diabetes or hypertension. Every 1% increase in the PM1/PM2.5 ratio was related to the prevalence of CKD (OR, 1.03; 95% CI, 1.03-1.04), but no significant relationship was found for PM1-2.5. In conclusion, the present study demonstrated long-term exposure to PM1 was associated with an increased risk of CKD in the general population and PM1 might play a leading role in the observed relationship of PM2.5 with the risk of CKD. These findings provide crucial evidence for developing air pollution control strategies to reduce the burden of CKD.", - "output": "Geography", + "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": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Economists ignore caring labor since most is provided unpaid. Disregard is unjust, theoretically indefensible, and probably misleading. Valuation requires estimates of time spent and the replacement or opportunity costs of that time. I use the maintenance costs of British workers, costs which cover both the material inputs into upkeep and the domestic services needed to turn commodities into livings, to isolate the costs of paid domestic labor. I then impute the value of unpaid domestic labor from these market equivalents, and aggregate across households without domestic servants. Historically, unpaid domestic labor represented c. 20 percent of total income, a contribution that suggests the need to revise some standard narratives.", - "output": "History", + "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: Outcomes after lung transplantation (LTx) remain poor, despite advances in sequencing technology and development of algorithms defining immunologic compatibility. Presently, there is no consensus regarding the best approach to define human leukocyte antigen (HLA) compatibility in LTx. In this study, we compared 5 different HLA compatibility tools in a high-resolution HLA-typed, clinically characterized cohort, to determine which approach predicts outcomes after LTx. In this retrospective single-center study, 277 donor-recipient transplant pairs were HLA-typed using next generation sequencing. HLA compatibility was defined using HLAMatchmaker, HLA epitope mismatch algorithm (HLA-EMMA), predicted indirectly recognizable HLA epitopes (PIRCHE), electrostatic mismatch score (EMS), and amino acid mismatches (AAMMs). Associations with HLA mismatching and survival, chronic lung allograft dysfunction (CLAD), and anti-HLA donor-specific antibody (DSA) were calculated using adjusted Cox proportional modeling. Lower HLA class II mismatching was associated with improved survival as defined by HLAMatchmaker (P < .01), HLA-EMMA (P < .05), PIRCHE (P < .05), EMS (P < .001), and AAMM (P < .01). All approaches demonstrated that HLA-DRB1345 matching was associated with freedom from restrictive allograft syndrome and HLA-DQ matching with reduced DSA development. Reducing the level of HLA mismatching, in T cell or B cell epitopes, electrostatic differences, or amino acid, can improve outcomes after LTx and potentially guide immunosuppression strategies.", + "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 processes of long-term urbanization in southern Mesopotamia are still insufficiently investigated, even though recent studies using large datasets and focusing on neighboring regions have paved the way to understanding the critical role of multiple variables in the shaping of settlement strategies by ancient human societies, among which climate change played an important role. In this paper, we tackle these issues by analyzing, within the new FloodPlains Web GIS project, a conspicuous amount of archaeological evidence collected over the past decades at approximately 5000 sites in southern Mesopotamia. We have measured modifications over time in a variety of demographic proxies generated through probabilistic approaches: our results show that the rapid climate changes, especially those that occurred around 5.2, 4.2, and 3.2 ka BP, may have contributed-in addition to other socioeconomic factors-to triggering the main urban and demographic cycles in southern Mesopotamia and that each cycle is characterized by specific settlement strategies in terms of the distribution and the dimension of the urban centers.", - "output": "Archaeology", + "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 The prevalence of depression in medical students was greater than in the general population. Knowing of predictive factors for depression among medical students is useful. The objectives of this study included the assessment of personality traits as well as the association between the personality traits and the presence of symptoms of depression, and suicidal ideation among medical students covering several regions of Thailand.Methods From April to July 2023, a cross-section study was conducted. The participants included first to sixth-year medical students studying at three Faculties of Medicine in Thailand; Prince of Songkla University; Ramathibodi Hospital, Mahidol University; and Chiang Mai University. Using the online process, the questionnaires were composed of three sections; demographic data; the International Personality Item Pool-NEO (IPIP-NEO), Thai version; and the Patient Health Questionnaire-9 (PHQ-9), Thai version. Demographics, personality traits, depression, and suicidal ideation were analyzed using descriptive statistics. The results were presented as frequency, mean, and standard deviation (SD) or median and interquartile range (IQR). The association between independent variables and the presence of depression was identified using binary logistic regression analysis, and the association with suicidal ideation was identified using ordinal logistic regression analysis.Results The 868 medical students participated in this study. Most of them were female (63.5%), Buddhist (82.0%), and first-year medical students (31.8%). The mean age (SD) was 20.8 (2.2) years, and the mean cumulative Grade Point Average (SD) was 3.5 (0.4). They reported the median (IQR) score of PHQ-9 as 6.0 (3.0-9.0), 238 participants (27.4%) presented with depression, and 138 (15.9%) participants reported suicidal ideation. According to the IPIP-NEO, participants with depression or suicidal ideation had higher Neuroticism scores and lower Extraversion, Agreeableness, and Conscientiousness scores compared to those without such issues. An increase in the Neuroticism score was linked to higher odds of depression, while an increase in the Conscientiousness score was associated with lower odds of depression. Suicidal ideation significantly increased with higher Neuroticism scores and the presence of a psychiatric illness.Conclusions More than a quarter of Thai medical students reported depression. A higher Neuroticism and lower Extraversion, Agreeableness, and Conscientiousness scores related to depression. Therefore, medical schools may benefit from knowing medical students' personality traits, to identify coping mechanisms and predict those at a higher risk of developing depression in the future.", - "output": "Education", + "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: High elevation headwater catchments are complex hydrological systems that seasonally buffer water and release it in the form of snow and ice melt, modulating downstream runoff regimes and water availability. In High Mountain Asia (HMA), where a wide range of climates from semi-arid to monsoonal exist, the importance of the cryospheric contributions to the water budget varies with the amount and seasonal distribution of precipitation. Losses due to evapotranspiration and sublimation are to date largely unquantified components of the water budget in such catchments, although they can be comparable in magnitude to glacier melt contributions to streamflow. Here, we simulate the hydrology of three high elevation headwater catchments in distinct climates in HMA over 10 years using an ecohydrological model geared towards high-mountain areas including snow and glaciers, forced with reanalysis data. Our results show that evapotranspiration and sublimation together are most important at the semi-arid site, Kyzylsu, on the northernmost slopes of the Pamir mountain range. Here, the evaporative loss amounts to 28% of the water throughput, which we define as the total water added to, or removed from the water balance within a year. In comparison, evaporative losses are 19% at the Central Himalayan site Langtang and 13% at the wettest site, 24 K, on the Southeastern Tibetan Plateau. At the three sites, respectively, sublimation removes 15%, 13% and 6% of snowfall, while evapotranspiration removes the equivalent of 76%, 28% and 19% of rainfall. In absolute terms, and across a comparable elevation range, the highest ET flux is 413 mm yr-1 at 24 K, while the highest sublimation flux is 91 mm yr-1 at Kyzylsu. During warm and dry years, glacier melt was found to only partially compensate for the annual supply deficit.", - "output": "Geography", + "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: Following the development of modern genome sequencing technologies, the investigation of museum osteological finds is increasingly informative and popular. Viable protocols to help preserve these collections from exceedingly invasive analyses, would allow greater access to the specimens for scientific research. The main aim of this work is to survey skeletal tissues, specifically petrous bones and roots of teeth, using infrared spectroscopy as a prescreening method to assess the bone quality for molecular analyses. This approach could overcome the major problem of identifying useful genetic material in archaeological bone collections without resorting to demanding, time consuming and expensive laboratory studies. A minimally invasive sampling of archaeological bones was developed and bone structural and compositional changes were examined, linking isotopic and genetic data to infrared spectra. The predictive model based on Infrared parameters is effective in determining the occurrence of ancient DNA (aDNA); however, the quality/quantity of aDNA cannot be determined because of the influence of environmental and local factors experienced by the examined bones during the burial period.", + "input": "Abstract: The article focuses on the stratigraphy of the late Byzantine pavement of the Southwest Church, Umm el-Jimal, Jordan and the production technology of their mortars by applying thin section petrography, x-ray diffractometry (XRD) and scanning electron microscopy with energy dispersive x-ray spectrometry (SEM-EDS). Investigations revealed the similarity between the studied pavement and standard Roman mosaic pavements. The pavement consists of four layers (statumen, rudus, nucleus and bedding), but lacks the tessellatum layer. The statumen was constructed using large stones and then leveled by soil and pebbles, while the other three layers are composed of lime-based mortars formed by two different recipes. The white-beige non-hydraulic mortar of the bedding layer consists of a lime binder and aggregates of scoria and organic fibers, and a Binder:Aggregate (B:A) ratio of 1:2. The grey hydraulic mortars of the rudus and nucleus are mixtures of lime and silica-rich silt/clay, fine sand, volcanic rocks, ceramics, and charcoal; and B:A ratios of 1:4. The rudus and nucleus mortars have high values of hydraulic and cementation indices, reflecting their hydraulic properties, which most probably originated from the reaction between lime, ceramic and volcanic inclusions. In contrast, lack of ceramic and absence of the reactions between lime and scoria of the bedding layer probably produced a mortar with low values of hydraulic and cementation indices, but durable and resistant to weight load.", "output": "Archaeology", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: I discuss a contemporary solution to the dynamic problem of old evidence (POE), as proposed by Sprenger. Sprenger's solution combines the Garber-Jeffrey-Niiniluoto (GJN) approach with Howson's suggestion of counterfactually removing the old evidence from scientists' belief systems. I argue that in the dynamic POE, the challenge is to explain how an insight under beliefs in which the old evidence E is known increased the credence of a scientific hypothesis. Therefore, Sprenger's counterfactual solution, in which E has been artificially removed, does not resolve the problem. I consider several potential responses.", - "output": "Philosophy", + "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: This study examined journalists' perceptions on the transition from traditional newspapers to digital reporting in Tanzania. The purpose is to investigate how the transition is shaping journalism practice as it relates to market models, audience engagement and ethics. Interviews with 47 newspaper journalists reveal that the shift to digital reporting result in increased readership, audience engagement, advertising revenue and ethical practices. Furthermore, the transition minimises the risk of corruption among journalists, particularly brown envelope journalism. Such findings have implications in terms of the need for media scholars to broaden their scope to fundamentally understand how newspapers in Africa need to engage audiences ethically.", - "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: The article seeks to fill a gap in existing scholarship on explicit and implicit linguistic, ethnic, and national classifications in Habsburg schools and their effects. It attempts to reconstruct the classifications that appeared in textbooks and other teaching materials as well as in daily practice, pupils' exposure to them, and their engagement with these categories. Temporally, the study begins with the establishment of compulsory education (1774) and ends in the revolutionary period of 1848-49 and focuses on the Slavophone population of the Habsburg crownlands Carniola, Carinthia, Styria, and the Austrian Littoral. Our research suggests that systematic and uniform classification schemes were not yet in place in the school environment in the period under review. As a result, the influence of classificatory systems on identifications was limited. If anything, the schools inadvertently reproduced existing local and provincial identifications while the students' limited internalization of emerging transregional identifications only happened through their personal relationships with a few teachers and peers. The transition from familiarization with emerging transregional ethnolinguistic identifications through personal networks to the systemic (and often completely unintentional) reproduction of nationalist ideology happened only after 1848.", - "output": "History", + "input": "Abstract: BACKGROUND: Scientific evidence is important to evidence-based practice. Hence, the application of evidence-based practice requires relevant skills and an understanding of science, which therefore need to be learned and trained during the undergraduate program in physiotherapy. The aim of this study was to investigate attitudes, perceived competence, and conditions for a scientific approach among physiotherapy students in Sweden, and to compare attitudes and perceived competence between students in different program years.METHODS: Physiotherapy students from six universities (n=1499) were invited to respond to a digital survey. The survey contained questions regarding attitudes toward science, perceived competence in research interpretations and open comments regarding requirements for a strengthened scientific approach during education. Comparisons between education years were performed with ANOVA/Kruskal\u2012Wallis test (scale outcomes) and logistic regression (binary outcomes).RESULTS: A total of 466 students responded to the survey. In total, 57% (n=266) of the students had a high interest in science. No significant difference in interest in science was found between students in the three program years, but 75% (n=347) reported increased interest during the program. A perceived high ability to understand the structure and performance of scientific studies was reported by 31% (n=144), to evaluate the methodology by 16% (n=72) and to interpret statistical results from scientific studies by 12% (n=55). The lowest perceived competence was reported among students in their second year (p<0.05). A majority of the students (88%; n=410) reported a perceived personal need for strengthened conditions for a scientific approach, with suggested prerequisites during education via increased theoretical and applied understanding of the research.CONCLUSION: Even though this study does not fully cover physiotherapy students at all undergraduate programmes in Sweden, the results support that a scientific approach and training should be strengthened during education to enable physiotherapists to understand and interpret science and to fully apply an evidence-based approach in upcoming clinical practice. Both theoretical and applied knowledge and understanding are needed.", + "output": "Education", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: Election campaigns are a critical component of democratic competition, and existing literature has extensively discussed the rise in personalization and localization in recent campaigns. However, the extent to which campaign strategies influence electoral success remains controversial. Therefore, our study examined the impact of candidate - and constituency-centred campaigns on nominal and party-list votes in mixed-member electoral systems and investigated which strategies were most effective on election day. Our analysis draws on representative national candidate surveys for German federal elections in 2009, 2013, and 2017. Our findings indicate that personalized campaign communication significantly affects electoral success, with greater emphasis on the candidate than the party, resulting in increased nominal votes. Our results also suggest that parties benefit from personalized campaigns as they increase party-list votes as well. However, neither localized campaign issues nor candidate-centred campaign organization pay off in electoral terms. Furthermore, candidates' party affiliation significantly influences electoral success, demonstrating the continued relevance of parties to campaign dynamics and electoral outcomes.", - "output": "Law", + "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: During colonial times, dioramas were commonly used to portray the diverse peoples of India. They depicted essentialised human types through plaster models in rural settings, engaged in typical activities, and dated back to the exhibition of human beings in universal expositions held in Calcutta, Delhi and London. Since Independence, there have been determined efforts to move away from colonial stereotypes and to decolonise government-funded museums in India. Meanwhile, Adivasi artists are finding their own way out of the curatorial confines of the museum. This paper describes how Indian museology still struggles to exorcise the ghosts of the Victorian museum and India's own internal colonialism.", - "output": "History", + "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: From the Pueblo I to the Late Pueblo III periods (725-1280 CE), in the Mesa Verde and McElmo Dome regions of the American Southwest, turkey use continuously increased, then declined during the final period of widespread residential occupation in the region. Increasing aridity in the Late PIII period may have limited agricultural productivity, and consequently, the ability to provision turkeys. In this paper, we use C, Sr, and O isotope analyses of turkey bone (n = 95) from archaeological contexts to investigate whether the turkey diets and the locations where they were raised changed over time as a consequence of demographic and social changes in the region. Our results show that almost all turkeys were raised by Puebloan maize farmers in or in the vicinity of the McElmo Dome region and fed a C4-based diet, presumably dominated by maize, during the whole period under study. However, it seems that they were fed less maize during the late thirteenth century. Perhaps facing lower yield harvests, maize was prioritized for human consumption, which resulted in less intensified turkey production efforts and reduced investment in maize-provisioned flocks. Our results also attest to the occasional use of local (likely wild) turkeys not provisioned with maize, and one wild turkey brought in from a more distant area.", - "output": "Archaeology", + "input": "Abstract: This article presents a causal inference analysis of vaccine hesitancy for Coronavirus disease 2019 (COVID-19) vaccines based on socio-demographic data obtained via questionnaires applied to a sample of the Brazilian population. This data includes the respondents' political preferences, age group, education, salary range, country region, sex, believing fake news, vaccine confidence, and intention to get the COVID-19 vaccine. The research created a causal graph using these variables, seeking to answer questions about the probability of people getting vaccinated. The results of this research corroborate findings observed in the literature, also presenting unique findings: (i) The perception that the vaccine is safe is positively affected by age group and negatively by religion; (ii) The older the person, the greater the probability of considering the vaccine safe and, consequently, of getting vaccinated; (iii) The religion variable showed great importance in the model since it has a simultaneous causal effect on political preferences and the perception of vaccine safety; (iv) The data reveal that the probability of a person accepting the vaccination against COVID-19 is reduced given the fact that they believe fake news related to the vaccine. The methodology applied in this research can be replicated for populations from other countries so that it is possible to generate customized models. General causal models can be helpful for agencies dealing with vaccine hesitancy to decide which variables should be addressed to reduce this phenomenon.", + "output": "Law", "system": "", "history": [] }, { "instruction": "According to the text of the abstract of the paper in the field of humanities and social sciences given below, determine which discipline this text belongs to, and select a discipline from ['Archaeology', 'Economics', 'Communication', 'Demography', 'Education', 'Geography', 'Law', 'Art', 'History', 'Philosophy'] for output, only the name of the category needs to be output, don't output any other content. ", - "input": "Abstract: This paper explores mechanical stress in the Hellenistic/early Roman community of Menainon (Sicily) to test the existence of sex-based division of labor. For this purpose, human skeletal remains from 79 males and 65 females, dating to the 4th-1st ca. BCE, were examined for degenerative joint disease, intervertebral disc disease, cross-sectional geometric properties, and entheseal changes. Our findings support an equal share of workload between males and females, who appeared to have experienced similar mechanical stress levels. In contrast, they do not support a systematically greater mechanical load among males, as would have been expected if females had been restricted indoors taking care of domestic tasks only, while men had dealt with most physically demanding outdoor activities. The patterns identified in the current study agree with a scenario where agriculture was a prominent subsistence activity (as attested historically for this region) and most members of this rural community engaged in agricultural tasks irrespective of sex. Our study has limitations regarding the available historical and archaeological information, which restrict our ability to formulate solid research hypotheses or fully contextualize the bioarchaeological results. Nonetheless, it does highlight the importance of critically assessing historical information regarding the role of men and women in the Greco-Roman society.", + "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: OBJECTIVES: To describe the epidemiological characteristics of pediatric sepsis in Southwest China PICUs.DESIGN: A prospective, multicenter, and observational study.SETTING: Twelve PICUs in Southwest China.PATIENTS: The patients admitted to the PICU from April 1, 2022, to March 31, 2023. The age ranged from 28 days to 18 years. All patients met the criteria of severe sepsis or septic shock.INTERVENTIONS: None.MEASUREMENTS AND MAIN RESULTS: Of the 31 PICUs invited to participate, 12 PICUs (capacity of 292 beds) enrolled patients in the study. During the study period, 11,238 children were admitted to the participating PICUs, 367 (3.3%) of whom met the diagnosis of severe sepsis or septic shock. The most prevalent sites of infection were the respiratory system (55%) and the digestive system (15%). The primary treatments administered to these patients included antibiotics (100%), albumin (61.3%), invasive mechanical ventilation (58.7%), glucocorticoids (55.6%), blood products (51%), gammaglobulin (51%), and vasoactive medications (46.6%). Sepsis-related mortality in the PICU was 11.2% (41/367). Nearly half of the sepsis deaths occurred within the first 3 days of PICU admission (22/41, 53.7%). The mortality rate of septic shock (32/167, 19.2%) was significantly higher than that of severe sepsis (9/200, 4.5%; p < 0.001). The outcomes of a multivariate logistic regression analysis suggested that a higher pediatric Sequential Organ Failure Assessment score, and the use of invasive mechanical ventilation and vasoactive medications were independently associated with PICU mortality in children with sepsis.CONCLUSIONS: This report updates the epidemiological data of pediatric sepsis in PICUs in Southwest China. Sepsis is still a life-threatening disease in children.", - "output": "Demography", + "input": "Abstract: Between 1898 and 1940, eight human cases of diphyllobothriasis were reported in Argentina, always in recently arrived European immigrants. In 1982, the first autochthonous case was detected, and since then, 33 other autochthonous cases have been reported, totaling 42 cases of human diphyllobothriasis in Argentina before the present study. Our aim is to update the information on diphyllobothriasis in Argentina by identifying specimens from new cases using morphometrical and/or molecular methods. We also aim to assess the epidemiological relevance of this food-borne disease in the country. Anamnestic data were obtained from patients or professionals, along with 26 worms identified using morphometrical (21 samples) and molecular techniques (5 samples). All the patients acquired the infection by consuming freshwater salmonids caught in Andean lakes in Northern Patagonia. Morphometrics and DNA markers of worms were compatible with Dibothriocephalus latus. In total, 68 human cases have been detected in Argentina, 60 of which were autochthonous. The human population living North-western Patagonia, whose lakes are inhabited by salmonids, is increasing. Similarly, the number of other definitive hosts for Dibothriocephalus dendriticus (gulls) and for D. latus (dogs) is also increasing. In addition, salmonid fishing and the habit of consuming home-prepared raw fish dishes are becoming widespread. Therefore, it is to be expected that diphyllobothriasis in Argentina will increase further.", + "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: Teleworking has rapidly grown and become the prevailing work mode. Married teleworkers may experience increased work-family conflict, while single teleworkers may experience loneliness. This study aims to investigate how teleworkers' information reception quality (Time 1) influences their work-family conflict (Time 2), loneliness (Time 2), and well-being (Time 3) from the perspective of the job demands-resources model. The data were collected through a three-point survey involving 462 participants working from home in Taiwan. The results indicate a negative association between information accuracy and work-family conflict. Work-family conflict, in turn, mediates the relationship between information accuracy and well-being. Information timeliness, as the moderator, weakens the connection between information accuracy and work-family conflict. Additionally, information timeliness is negatively related to loneliness. Loneliness mediates the relationship between information timeliness and well-being. Information accuracy, as the moderator, strengthens the association between information timeliness and loneliness. No impact of information on family-work conflict was observed. Our findings suggest that organizations that convey precise and punctual messages to employees have distinct routes for reducing work-family interference and loneliness and ultimately improving employees' wellbeing in remote work contexts. This study contributes to the wider telework literature through information experience.", - "output": "Economics", + "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: This article discusses the relationship between two theories about the badness of death, the Life-Comparative Account and the Gradualist Account, and two methods of operationalizing severity in health care priority setting, Absolute Shortfall and Proportional Shortfall. The aim is that theories about the badness of death can influence and inform the idea of the basis of severity as a priority setting criterion. I argue that there are strong similarities between the Life-Comparative Account and Absolute Shortfall, and since the Life-Comparative Account is one of the most reasonable accounts of the badness of death, this provides some support for using Absolute Shortfall. I also argue that it is difficult to find support for Proportional Shortfall from theories about the badness of death, and also, that it is difficult to find support for Gradualist Account from theories about severity.", - "output": "Philosophy", + "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: 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: 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: In 2020-2021 Brazil simultaneously experienced the far -right presidency of Jair Bolsonaro and the world's largest health crisis in a century. The Covid-19 pandemic struck the country deeply, killing about 690 thousand people by late 2022. They were also years of increased pressure by capital on peasants and indigenous people, targets of the violence with which capital, ever since its dawn, has wielded to advance over spaces that serve the subsistence of immediate producers. In this period, the Brazilian state continued to comply with decades-old demands from neoliberal ideology for privatizations and the dismantling of protections for workers and the poor in general. These phenomena, when articulated by theory inspired by the Marxian concept of primitive accumulation, suggest that the Bolsonaro administration and its class allies used the pandemic as a political opportunity for dispossessing policies. The article discusses this based on concepts that distinguish dispossessions that serve capital expansion from those that do not. The first group includes processes that lead to proletarianization of immediate producers in addition to the capitalization or commodification of hitherto means of subsistence. Among dispossessions that do not expand capital are those that involve the simple redistribution of surpluses or means of production. The paper contributes to the literature on dispossession by analyzing concrete manifestations of it, drawing on a conceptual framework that distinguishes dispossession types that have been conflated in much current research.", - "output": "Economics", + "input": "Abstract: Objective. The percutaneous puncture lung mass biopsy procedure, which relies on preoperative CT (Computed Tomography) images, is considered the gold standard for determining the benign or malignant nature of lung masses. However, the traditional lung puncture procedure has several issues, including long operation times, a high probability of complications, and high exposure to CT radiation for the patient, as it relies heavily on the surgeon's clinical experience. Approach. To address these problems, a multi-constrained objective optimization model based on clinical criteria for the percutaneous puncture lung mass biopsy procedure has been proposed. Additionally, based on fuzzy optimization, a multidimensional spatial Pareto front algorithm has been developed for optimal path selection. The algorithm finds optimal paths, which are displayed on 3D images, and provides reference points for clinicians' surgical path planning. Main results. To evaluate the algorithm's performance, 25 data sets collected from the Second People's Hospital of Zigong were used for prospective and retrospective experiments. The results demonstrate that 92% of the optimal paths generated by the algorithm meet the clinicians' surgical needs. Significance. The algorithm proposed in this paper is innovative in the selection of mass target point, the integration of constraints based on clinical standards, and the utilization of multi-objective optimization algorithm. Comparison experiments have validated the better performance of the proposed algorithm. From a clinical standpoint, the algorithm proposed in this paper has a higher clinical feasibility of the proposed pathway than related studies, which reduces the dependency of the physician's expertise and clinical experience on pathway planning during the percutaneous puncture lung mass biopsy procedure.", + "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: Field hockey's development in China, mirroring its socio-political shifts over a century, unfolds in four phases. The first phase began in 1900; field hockey was introduced into China because Westerners played in Foreign Concession in Shanghai. With the establishment of the People's Republic of China, field hockey gained official recognition, marking the second phase. Following the Cultural Revolution, field hockey gained significant prominence in the third phase, particularly women's field hockey, peaking with a 2008 Beijing Olympics silver medal, reflecting China's strategic Olympic ambitions. The 2008 Beijing Olympic Games led the development of field hockey into the fourth phase. Youth field hockey received more and more attention. While this has elevated China's field hockey population, it also underscores potential imbalances between promoting elite sports and grassroots development. The professionalisation of field hockey remains in its nascent stages, with state-driven growth overshadowing broader public participation. The development of field hockey in China reflects the intricate interplay between China's sports policies, national identity, and international ambitions and offers researchers a window to develop critical perspectives on the power dynamics and policy-making processes in sports.", + "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: This article argues that Machiavelli's chapters on the Decemvirate (D 1.35, 1.40-45) advance an internal critique of the juridical discourse of sovereignty. I first contextualize these chapters in relation to several of Machiavelli's potential sources, including Livy's Ab urbe condita, Dionysius of Halicarnassus's Roman Antiquities, and the antiquarian writings of Andrea Fiocchi and Giulio Pomponio Leto. I then analyze Machiavelli's claim that the decemvirs held absolute authority (autorita assoluta)-an authority that was unconstrained by either laws or countervailing magistrates. I proceed to argue that Machiavelli's account of the decemvirs' election contains a web of allusions to the lex regia, the royal law by which the Roman people were thought to have conveyed their sovereign power to an emperor. By modeling the decemvirs' election on the lex regia, Machiavelli reveals the political limitations of the doctrine of popular sovereignty; moreover, he illustrates that even free and fair elections can easily give rise to tyranny.", - "output": "Law", + "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: Introduction The COVID-19 pandemic has tested the resilience capacities of health systems worldwide and highlighted the need to understand the concept, pathways, and elements of resilience in different country contexts. In this study, we assessed the health system response to COVID-19 in Nepal and examined the processes of policy formulation, communication, and implementation at the three tiers of government, including the dynamic interactions between tiers. Nepal was experiencing the early stages of federalization reform when COVID-19 pandemic hit the country, and clarity in roles and capacity to implement functions were the prevailing challenges, especially among the subnational governments.Methods We adopted a cross-sectional exploratory design, using mixed methods. We conducted a desk-based review of all policy documents introduced in response to COVID-19 from January to December 2020, and collected qualitative data through 22 key informant interviews at three tiers of government, during January-March 2021. Two municipalities were purposively selected for data collection in Lumbini province. Our analysis is based on a resilience framework that has been developed by our research project, ReBUILD for Resilience, which helps to understand pathways to health system resilience through absorption, adaptation and transformation.Results In the newly established federal structure, the existing emergency response structure and plans were utilized, which were yet to be tested in the decentralized system. The federal government effectively led the policy formulation process, but with minimal engagement of sub-national governments. Local governments could not demonstrate resilience capacities due to the novelty of the federal system and their consequent lack of experience, confusion on roles, insufficient management capacity and governance structures at local level, which was further aggravated by the limited availability of human, technical and financial resources.Conclusions The study findings emphasize the importance of strong and flexible governance structures and strengthened capacity of subnational governments to effectively manage pandemics. The study elaborates on the key areas and pathways that contribute to the resilience capacities of health systems from the experience of Nepal. We draw out lessons that can be applied to other fragile and shock-prone settings.", - "output": "Law", + "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: In this paper, we adopt a Communication as Constitutive of Organizations (CCO) perspective to investigate how organizations implementing Open Strategy initiatives maintain openness and closure in tension by attending to a plurality of voices and their diversity (polyphony), while at the same time speaking in one strategic voice (monophony). Based on the Kiabi case, we explore what we name the voice dilemma by focusing on the ways different stakeholders involved in strategy making manage the co-authoring of strategy through voicing, negotiating, and legitimizing matters of concern. We contribute to extant literature by focusing on the management of polyphony and monophony as a way to embrace the paradox of openness that characterizes Open Strategy. More precisely, we show how some form of closure needs to be nurtured during the opening process (the co-authoring process during which multiple employees are invited to contribute to strategizing). However, we also argue that some form of opening needs to be nurtured during the closure process (the process during which the official authoring/positioning of the organization is finally defined). This study offers a longitudinal case that allows showcasing how the opening and closing strategies evolve over time.", + "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: A breast unit is a multidisciplinary center specialized in the management of women with breast diseases, including breast cancer (BC). It represents a care path, passing from screening activities to diagnostic investigations, from surgery to the definition of the therapeutic strategy, from psychophysical rehabilitation to long-term checks (follow-up), and up to genetic counseling. Since 2006, following a resolution issued by the European Parliament to urge member states to activate multidisciplinary breast centers by 2016, work has been underway throughout Italy to improve the management of women with BC. In Italy, the State-Regions agreement was signed on 18 December 2014, sanctioning the establishment of breast units. These centers must adhere to specific quality criteria and requirements. In 2020, the experts of the EUSOMA group (European Society of Breast Cancer Specialists), in their latest document published, expanded the requirements of the breast units. Furthermore, Senonetwork was founded in 2012 with the aim of allowing BC to be treated in breast units that comply with European requirements to ensure equal treatment opportunities for all Italian women. Indeed, the available data indicate that the BC patient has a greater chance of better treatment in the breast units with a multidisciplinary team, thus increasing the survival rate with a better quality of life, compared to those managed in nonspecialized structures. The present review is a perspective on the current Italian reality of breast units, updated with the available literature and the most recent epidemiological data from Senonetwork and AgeNaS.", - "output": "Demography", + "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: With the increasing prominence of climate and energy issues, enterprises, as the micro-subjects of economic activities, need to pay attention to environmental responsibility to promote sustainable and high-quality economic development. However, one of the crucial controversies is whether enterprises will sacrifice efficiency to fulfill their environmental responsibilities. To try our best to answer the controversy, this paper explores the impact of ESG on total factor productivity and its mechanism. The research conclusion shows that Chinese enterprises fulfilling ESG responsibilities can improve staff efficiency, reduce financing costs, ease financing constraints, and increase innovation investment, thus effectively improving total factor productivity. Compared to non-state-owned enterprises, this effect is more significant in state-owned enterprises. In addition, the promotion of ESG construction on the total factor productivity of enterprises also presents specific acceleration characteristics. This shows that in the socialist market economy environment, there is an obvious social responsibility dividend in the implementation of the ESG concept by Chinese enterprises, which is helpful to enhance their long-term value and realize a win-win of social value and commercial value. The conclusions of this study help deal correctly with the relationship between business value and social value of enterprises and provide inspiration for promoting healthy and sustainable economic development.", - "output": "Philosophy", + "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: Anticorruption is a prevalent global phenomenon and has yielded many good results. This study empirically tests the real effect of China's anticorruption on corporate acquisition premiums and explores its mechanisms. We find that after the exposure of and crackdown on corrupt provincial officials, firms without political connections had lower mergers and acquisitions (M&A) premiums than those with political connections. Cross-sectional test results show that when firms are private or in areas with high marketization, the anticorruption event has a greater impact on their acquisition premiums. The channel test demonstrates that anticorruption reduces the value of political connections and improves the negotiation advantages of nonpolitically connected firms, enabling them to pay lower M&A premiums. Our findings indicate that anticorruption can create a considerably fair business environment. Moreover, we confirm the real effects of anticorruption on the distortion of resource allocation at the firm level. Finally, the results of this research have policy implications for the world's largest emerging market.", - "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: Perfluoroalkyl acids (PFAAs) are highly persistent anthropogenic pollutants that have been detected in the global oceans. Our previous laboratory studies demonstrated that PFAAs in seawater are remobilized to the air in sea spray aerosols (SSAs). Here, we conducted field experiments along a north-south transect of the Atlantic Ocean to study the enrichment of PFAAs in SSA. We show that in some cases PFAAs were enriched >100,000 times in the SSA relative to seawater concentrations. On the basis of the results of the field experiments, we estimate that the secondary emission of certain PFAAs from the global oceans via SSA emission is comparable to or greater than estimates for the other known global sources of PFAAs to the atmosphere from manufacturing emissions and precursor degradation.", - "output": "Geography", + "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: Feeling is difficult to put into words. Anthropologists have been seeking ways to articulate feeling or other bodily experiences, looking beyond words and borrowing from artistic methods. Drawings, for instance, have been used to make visible what words cannot describe and attributed with qualities associated with feeling or the body. Instead of placing drawing in opposition to words, and words in opposition to bodies, this article presents different ways of using drawing as an ethnographic technique to tentatively find practice-specific words to articulate practices of feeling the body. Rather than evaluating drawings based on their ability to capture feeling bodies, the author reflects on the drawing process as a way to learn about her research subjects in unexpected ways. Thereby, the author learns from artistic practices, not about making drawings, but about making methods. Acknowledging that methodologies are always generative, the author dives into the making of her methodologies to learn about her research subjects. .", - "output": "Art", + "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": "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 Contextually tailored, arts-based HIV prevention strategies hold potential to advance adolescent sexual health and wellbeing. We examined HIV prevention outcomes associated with arts-based sexual health workshop participation with Northern and Indigenous adolescents in the Northwest Territories (NWT), Canada.Methods An Indigenous community-based youth agency delivered arts-based workshops in school settings to adolescents aged 13-18 in 24 NWT communities. Pre and post-test surveys included socio-demographic characteristics, sexually infections (STI) knowledge, HIV/STI risk perception, sexual relationship equity, condom use self-efficacy, and safer sex efficacy (SSE). Latent change score models were conducted to assess pre-post differences and factors associated with these differences.Results Among participants (n = 344; mean age 14.3 years, SD: 1.3; Indigenous: 79%) most (66%) had previously attended this workshop. Latent change score models revealed a significant and large effect size for increased STI knowledge (beta = 2.10, SE = 0.48, p < .001) and significant and small effect sizes for increased HIV/STI risk perception (beta = 0.24, SE = 0.06, p < .001) and SSE (beta = 0.16, SE = 0.07, p = .02). The largest increases across several outcomes occurred with first time workshop participants; yet previous workshop participants continued to report increases in HIV/STI risk perception and SSE.Conclusion Arts-based HIV prevention approaches show promise in advancing STI knowledge, risk perception, and SSE with Northern and Indigenous youth.", - "output": "Art", + "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": [] }