Transprofessional education in the student discourse: Demand, expectations, risks by A. N. Pinchuk, S. G. Karepova, D. A. Tikhomirov

“…The theoretical analysis carried out in the work allowed the authors to reveal the sociological component of the conceptualisation of the phenomenon of transprofessionalism, which consists in the aspect of the subjective interpretation of its content characteristics and the argumentation of the demand for new competencies. …”
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Designing and Modeling Digital Transformation in the Automotive Industry: Leveraging the Fourth Industrial Revolution by Mohammad Saeed Mozafari Mehr, Mohammad Taghi Taghavifard

“…In the process of theorizing the database, after collecting, analyzing, and interpreting the data, the next step is to present the model, draw conclusions, and summarize the research. …”
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The prevalence and associated disability burden of mental disorders in children and adolescents in China: a systematic analysis of data from the Global Burden of Disease StudyResea... by Wanyue Dong, Yunning Liu, Ruhai Bai, Lei Zhang, Maigeng Zhou

“…In 2021, among 22 health condition groups in China, mental disorders accounted for the largest proportion of health life lost. Interpretation: Mental disorders are the leading causes of disability in children and adolescents in China, and the disease burden varies geographically. …”
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The articular wrist complex in Miocene and Plio-Pleistocene African hominoids: anatomofunctional and morphometric comparative approach by Guillaume Daver

“…D’un point de vue paléobiologique, j’ai proposé de nouvelles interprétations fonctionnelles des os du poignet, replacées dans le cadre fonctionnel de l’ensemble du squelette locomoteur des hominoïdes mio-plio-pléistocènes africains. …”
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Predicting egg production rate and egg weight of broiler breeders based on machine learning and Shapley additive explanations by Hengyi Ji, Yidan Xu, Ganghui Teng

“…Given the inherent black-box nature of ML models, we used the Shapley additive explanations (SHAP) method to interpret the key features influencing the XGBoost model's predictions and the interactions between these features. …”
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Comparative analysis of deep learning and radiomic signatures for overall survival prediction in recurrent high-grade glioma treated with immunotherapy by Qi Wan, Clifford Lindsay, Chenxi Zhang, Jisoo Kim, Xin Chen, Jing Li, Raymond Y. Huang, David A. Reardon, Geoffrey S. Young, Lei Qin

“…The potential time-saving must be weighed against the lower interpretability of end-to-end black box modeling.…”
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Construct validity and responsiveness of clinical upper limb measures and sensor-based arm use within the first year after stroke: a longitudinal cohort study by Johannes Pohl, Geert Verheyden, Jeremia Philipp Oskar Held, Andreas Ruediger Luft, Chris Easthope Awai, Janne Marieke Veerbeek

“…Abstract Background Construct validity and responsiveness of upper limb outcome measures are essential to interpret motor recovery poststroke. Evaluating the associations between clinical upper limb measures and sensor-based arm use (AU) fosters a coherent understanding of motor recovery. …”
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Multicultural values: meeting point of two forces in developing Islamic education by Dwi Mariyono

“…Bias and subjectivity: despite efforts to minimize bias, researchers’ subjectivity and potential biases in data interpretation and analysis cannot be entirely eliminated. …”
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Diseño tecnológico de un lugar de culto: valor histórico y constructivo = Technological design of a worship place: historical and constructive value by Antonella Violano, Antonio Maio

“…The technological project of an ancient church requires a material and symbolic interpretation of the historical transformations that the building has undergone. …”
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Research on construction of public health system in China – a CiteSpace-based visualization analysis of studies published since the COVID-19 epidemic by Yuntong ZHAO, Ziyi PENG, Shuai DU, Wuqi QIU, Pei DONG, Ayan MAO

“…Based on CiteSpace V software, we created a visual map of keyword co-occurrence, keyword clustering, and keyword time zones, and then analyzed and interpreted the map content. ResultsA total of 161 articles on public health construction in China were included. …”
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Scoping review of costs of implementation strategies in community, public health and healthcare settings by Hongmei Wang, Jungyoon Kim, Tzeyu L Michaud, Emiliane Pereira, Gwenndolyn Porter, Caitlin Golden, Jennie Hill, Cindy Schmidt, Paul A Estabrooks

“…Most studies presented limited information on costing methodology, making interpretation difficult.Conclusions The quantity of published D&I strategy cost analyses is increasing, yet guidance on conducting and reporting of D&I strategy cost analysis is necessary to facilitate and promote the application of comparative economic evaluation in the field of D&I research.…”
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The Mechanisms of Guaranteeing the Right to Clean Air in Iran and International Documents by Fatemeh Hamidi, Maryam Afshari, Ali Mashhadi

“…The most important reasons for the lack of law enforcement are lack of financial resources, lack of priority to the issue of air pollution, lack of adequate and effective supervision, inconsistency between the executive agencies and island operations, personal interpretation of the law's texts, and finally, the flaws in the text of the law. …”
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Using Health Utility Index (HUI) for Measuring the Impact on Health-Related Quality of Life (HRQL) Among Individuals with Chronic Diseases by Frank Mo, Bernard C.K. Choi, Felix C.K. Li, Joav Merrick

“…The HUI scores facilitate the measurement and interpretation of results of health burden and the HRQL for individuals with chronic diseases and can be useful for development of strategies for the prevention and control of chronic diseases.…”
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Presenting a Leadership Empowerment Model through Sense-making by Using the Cognitive and Behavioral Scripts by Hamid Zare, Aliasghar Pourezzat, Hasan Zareei Matin, Arezoo Salmani

“…This research is firmly grounded in an interpretive paradigm and is classified under qualitative methodologies, employing an inductive approach that also incorporated a retrospective analysis to deepen the understanding of the underlying themes. …”
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FUNCTIONS OF THE STATE AND LOCAL SELF-GOVERNMENT BODIES IN THE REGULATION OF FUNERAL SERVICES: ECONOMIC ASPECTS AND ENSURING SOCIAL STANDARDS by Denys Komarnytskyi, Liudmyla Sylenko, Roman Tуtykalo

“…These include: the method of dialectical materialism; the method of abstraction; methods of analysis and synthesis; the functional method; the system analysis method; the synergistic method; the comparative legal method; the method of interpretation and hermeneutics; the dogmatic method; the system analysis method; and the statistical method. …”
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Application of a methodological framework for the development and multicenter validation of reliable artificial intelligence in embryo evaluation by D. Gilboa, Akhil Garg, M. Shapiro, M. Meseguer, Y. Amar, N. Lustgarten, N. Desai, T. Shavit, V. Silva, A. Papatheodorou, A. Chatziparasidou, S. Angras, J. H. Lee, L. Thiel, C. L. Curchoe, Y. Tauber, D. S. Seidman

“…The four-step methodology for developing and evaluating the AI model include: (I) curating annotated datasets that represent the intended clinical use case; (II) developing and optimizing the AI model; (III) evaluating the AI’s performance by assessing its discriminative power and associations with pregnancy probability across variable data; and (IV) ensuring interpretability and explainability by correlating AI scores with relevant morphologic features of embryo quality. …”
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Tofacitinib Efficacy/Safety in Patients with Ankylosing Spondylitis by Baseline Body Mass Index: A Post Hoc Analysis of Phase 2/3 Trials by Hillary Norton, Paula Sliwinska-Stanczyk, Tomas Hala, Bassel El-Zorkany, Lori Stockert, Rajiv Mundayat, Lisy Wang, Christopher T. Ritchlin

“…This post hoc analysis demonstrates that tofacitinib can be considered as a treatment option for AS, regardless of baseline BMI category; however, interpretation was limited by small sample sizes and differences in sample sizes and baseline characteristics across categories. …”
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Toward Understanding of Quiet Human Resource Management Theory in Iranian Organizations: Theoretical Origins, Conceptual Narration and its Consequences by Abbas Nargesian, Sajjad Sadpoor

“…This study aims to establish a theoretical framework that describes and explains the emerging phenomenon of quiet HRM within Iranian organizations.MethodsThis research was conducted within an interpretive philosophical paradigm, utilizing semi-structured interviews to uncover the core dimensions and components of quiet HRM. …”
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High-performance CT features supporting accurate pre-operative tumor staging in colon cancer by Jianhua Yuan, Cangzheng Jin, Jianrong Si, Baobao Liu, Xiaohan Si, Jianzhi Chen

“…We aimed to pathologically interpret the key CT findings in order to identify reliable markers for pre-treatment staging of colon cancer.Patients and methodsThe following CT features from 136 colon adenocarcinomas were analyzed: colon wall pliability, outline contour, pericolic fat attenuations and vascularity, tumor fusion with adjacent organs, ascites, tumor size, and relevance between tumor and retroperitoneal fascia. …”
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A Nomogram Based on Circulating Inflammatory Factors for Predicting Prognosis of Newly Diagnosed Multiple Myeloma Patients by Wang M, Yue X, Ding Y, Cai Z, Xiao H, Huang H, He J

“…Patients were divided into high-risk and low-risk groups based on their total nomogram scores, with a threshold of 106.2, where the median OS of patients in the high-risk group was significantly shorter than that of patients in the low-risk group.Conclusion: The proposed nomogram based on circulating inflammatory factors is an inexpensive, widely available, and easily interpretable risk-stratification tool for NDMM patients.Keywords: multiple myeloma, neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, lymphocyte to monocyte ratio, IL-10, nomogram…”
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