Positional embeddings and zero-shot learning using BERT for molecular-property prediction by Medard Edmund Mswahili, JunHa Hwang, Jagath C. Rajapakse, Kyuri Jo, Young-Seob Jeong

“…This study addresses the critical challenge of encoding complex relationships among atoms in SMILES strings to explore various PEs within the transformer-based framework to increase the accuracy and generalization of molecular property predictions. The success of transformer-based models, such as the bidirectional encoder representations from transformer (BERT) models, in natural language processing tasks has sparked growing interest from the domain of cheminformatics. …”
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Molecular identification of Leptospira spp. in urine samples from female water buffaloes. Preliminary results by Rosaura Pérez-Gil, Héctor Nava-Trujillo

“… Animal leptospirosis is a zoonotic disease that affects multiple domestic and wild species. It causes generalized vasculitis, which in pregnant females results in placentitis and triggers abortion. …”
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Assessment of Convergence Angle of Tooth Preparations for Complete Crowns Among Dental Students: Typodont vs Simulator by Meriem Amine, Hafsa Oumayma Wahid, Saliha Fahi, Safaa Lehmouddi, Mouna Hamza, Samira Elarabi

“…This study highlighted the difference between what is taught in dental schools, which is theoretically possible, and the academic results of actual practice. The generally recommended 6° tapers have proven difficult to achieve for many dental students. …”
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Evaluating the Effectiveness of a Multimodal Psychotherapy Training Program for Medical Students in China: Protocol for a Randomized Controlled Trial by Tao Pei, Yinan Ding, Jinsong Tang, Yanhui Liao

“…Chinese medical residents have expressed a strong need for psychotherapy training, yet they are generally dissatisfied with the current offerings. …”
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The influence of COVID-19 on the practice of physical activity in the European Union countries by Diego Álvarez-Lourido, José Luis Paniza-Prados, Antonio Álvarez-Sousa

“…Method: Data are taken from Eurobarometer 97.3. We use the Generalized Structural Equation Model (GSEM) methodology for this analysis. …”
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La filosofía como una continuación por medio de la tarea educativa by Jorge Alarcón Leiva

“…Finalmente, el artículo se cierra con algunas consideraciones generales acerca del estatus de las investigaciones filosóficas sobre la educación.   …”
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Sociodemographic characteristics and longitudinal progression of multimorbidity: A multistate modelling analysis of a large primary care records dataset in England. by Sida Chen, Tom Marshall, Christopher Jackson, Jennifer Cooper, Francesca Crowe, Krish Nirantharakumar, Catherine L Saunders, Paul Kirk, Sylvia Richardson, Duncan Edwards, Simon Griffin, Christopher Yau, Jessica K Barrett

“…Deprivation, gender, and age generally demonstrated stronger associations with disease diagnosis compared to ethnic group differences. …”
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Частота тривожно-депресивного синдрому в дітей, хворих на запальні захворювання кишечника by T.V. Sorokman, N.Ya. Cherney, O.V. Makarova, D.I. Koliesnik

“…Проанкетовано 18 хворих віком 10-17 років: 10 дітей із виразковим колітом (ВК) та 8 пацієнтів із хворобою Крона (ХК), для дослідження симптомів тривоги та депресії за допомогою анкет PHQ-2, PHQ-9 (Patient Health Questionnaire) та GAD-7 (Generalized Anxiety Disorder). Отримані результати проаналізовано за допомогою програми «SPSS 26.0». …”
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The Impact of Carbon on Electronic Structure of N-Doped ZnO Films: Scanning Photoelectron Microscopy Study and DFT Calculations by Elzbieta Guziewicz, Sushma Mishra, Matteo Amati, Luca Gregoratti, Oksana Volnianska

“…The shift of the VB maximum, which is associated with hybridization with acceptor states, was found to be correlated with carbon content measured as a relative intensity of the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>C</mi><mn>1</mn><mi>s</mi></mrow></semantics></math></inline-formula> and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>Z</mi><mi>n</mi><mn>3</mn><mi>d</mi></mrow></semantics></math></inline-formula> core levels. Generalized Gradient Approximation (GGA) supplemented by +U correction was applied to both <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>Z</mi><mi>n</mi><mn>3</mn><mi>d</mi></mrow></semantics></math></inline-formula> and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>O</mi><mn>2</mn><mi>p</mi></mrow></semantics></math></inline-formula> orbitals for calculation of the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>V</mi><mi>Zn</mi></msub></semantics></math></inline-formula> migration properties by the Nudged Elastic Band (NEB) method. …”
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Development of the Big Ten Academic Alliance Collaborative for Women in Medicine and Biomedical Science: “We Built the Airplane While Flying It” by Maya S Iyer, Aubrey Moe, Susan Massick, Jessica Davis, Megan Ballinger, Kristy Townsend

“…Despite accumulating evidence that career development programming for women+ is critical for professional advancement and well-being, accessibility of these programs is generally limited to small cohorts, only offered to specific disciplines, or otherwise entirely unavailable. …”
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Changes in the histological structure of tissues and organs of pikeperch (Sander lucioperca Linnaeus, 1758) and perch (Perca fluviatilis Linnaeus, 1758) from the Zaporizhzhia Reser... by P. Korzhenevska, T. Sharamok, A. Doroshenko

“…Hematological and histological studies were carried out according to generally accepted methods. The concentration of heavy metals in water samples was determined on a C115-M1 atomic absorption spectrophotometer in mg/L. …”
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Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Dig... by Natalia Macrynikola, Kelly Chen, Erlend Lane, Nic Nguyen, Jennifer Pinto, Shirley Yen, John Torous

“…Potential efficacy was assessed by calculating pre-post change in symptoms of depression (Patient Health Questionnaire-9; PHQ-9), anxiety (7-item Generalized Anxiety Disorder; GAD-7), and comorbid depression and anxiety (Patient Health Questionnaire Anxiety and Depression Scale; PHQ-ADS), as well as rates of clinically meaningful improvement and remission. …”
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Vitamin D binding protein genetic isoforms, serum vitamin D, and cancer risk in the Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial. by Stephanie J Weinstein, Dominick Parisi, Alison M Mondul, Tracy M Layne, Jiaqi Huang, Rachael Z Stolzenberg-Solomon, Regina G Ziegler, Mark P Purdue, Wen-Yi Huang, Christian C Abnet, Neal D Freedman, Kai Yu, Demetrius Albanes

“…When modeled without regard for 25(OH)D, Gc isoforms were generally not associated with cancer risk, although melanoma risk was significantly lower among individuals with the "f" subtype of the Gc1-1 isoform, specifically HR = 0.83 (95% CI 0.70-0.98) for Gc1f-1s and 0.67 (0.45-1.00) for Gc1f-1f, compared to individuals with the Gc1s-Gc1s isoform. …”
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Learning how to swim in 5- to 12-year-old children: a scoping review of evidence-based motor learning methods by Carola Minkels, Carola Minkels, John van der Kamp, Ralph de Vries, Peter J. Beek, Peter J. Beek

“…Additionally, 83% of studies were not explicitly grounded in theoretical frameworks, except for the video-based studies and the study on a non-linear swimming program.ConclusionThe literature on this topic is scarce, generally atheoretical and of questionable methodological quality. …”
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The impact of COVID-19 pandemic on sleep duration and mental health among middle school students: a 3-year cross-sectional survey by Kai-yun Dou, Ru-bao Dong, Chun-long Gan

“…Data were analyzed using IBM SPSS version 26.0 software, employing ANOVA, cross-tabulation, and generalized linear models to examine the relationship between SD and MH scores.ResultsThe SD and MH scores of middle school students in 2021, 2022, and 2023 were 436.41 ± 71.21 min/day, 423.69 ± 61.71 min/day, and 445.26 ± 65.04 min/day (F = 41.44, p &lt; 0.001), 1.72 ± 0.63, 1.87 ± 0.73, and 1.79 ± 0.67 (F = 18.31, p &lt; 0.001). …”
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Accumulation effect of soil aggregate organic carbon in mixed forest in open-pit coal mine by Xiaoping ZHANG, Mingchao LI, Yinli BI, Xin LI

“…In the same soil layer, the content of organic carbon and its components in each particle size of soil aggregates was generally higher in Chinese pine mixed forests than in Chinese pine pure forests, gradually decreasing with soil depth. …”
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Entrepreneurial Budgeting in the Iranian Government Budget: Obstacles and Solutions by Seyyed Mohammad Moghimi, Alireza Salmanian

“…In Iran and recent years, there has been a strong emphasis on moving towards budgeting based on performance budgeting, but generally, budgeting in Iran has usually been a combination of two types of budgeting, incremental and programmatic. …”
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Inflammatory bowel disease increases the risk of pancreatitis: a two-sample bidirectional Mendelian randomization analysis by Li-Hui Fang, Jia-Qi Zhang, Jin-Ke Huang, Xu-Dong Tang

“…Finally, further meta-analysis was conducted on the MR results. Results Generally, IBD is associated with an increased risk of pancreatitis (IBD-AP, OR = 1.050, 95% CI 1.020–1.080, P = 7.20 × 10–5; IBD-CP, OR = 1.050, 95% CI 1.010–1.090, P = 0.019). …”
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Equivalent experimental study on rock breaking of SC-CO2 and industrial emulsion explosive by Nan JIANG, Yingkang YAO, Bin ZHU, Xuedong LUO

“…Additional rock bodies should be tested to generalize the conclusions.…”
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PROSPECTS FOR THE DEVELOPMENT OF BIODIESEL PRODUCTION IN UKRAINE WITH CONSIDERATION OF SOCIO-ECONOMIC AND ENVIRONMENTAL EFFICIENCY by Ihor Kupchuk, Tatiana Yemchyk, Yaroslav Gontaruk

“…The research was conducted utilising the following methodologies: a cause-and-effect analysis was employed to ascertain the socio-economic and ecological efficiency of biodiesel production; statistical and economic methods were implemented for the retrieval, processing, and analysis of statistical data; and a logical generalization was employed for the formulation of conclusions. …”
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