Explainable AI reveals tissue pathology and psychosocial drivers of opioid prescription for non-specific chronic low back pain by Michelle W. Tong, Katharina Ziegeler, Virginie Kreutzinger, Sharmila Majumdar

“…One-vs-one and one-vs-rest classification frameworks systematically evaluated treatment decisions across three prescriptions: no medication, NSAIDs, and opioids. …”
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Assessment of soil erosion and sediment transport index in the Awash River Basin, Ethiopia: an application of the USLE model and GIS techniques by Abayneh Gebremichael, Ephrem Gebremariam, Hayal Desta

“…Using the Universal Soil Loss Equation (USLE) in conjunction with Geographic Information System (GIS) and remote sensing technologies, this study evaluates the spatial distribution and intensity of soil erosion in the basin. …”
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Stress Distribution Pattern in Mini Dental Implant-Assisted RPD with Different Clasp Designs: 3D Finite Element Analysis by Chaiy Rungsiyakull, Pimduen Rungsiyakull, Kullapop Suttiat, Nut Duangrattanaprathip

“…Materials and Methods. 3D FEA models of mandibular arches, with and without bilateral MDI at the second molar areas, and Kennedy class I RPD frameworks, with RPA, RPI, Akers, and no clasp component, were generated. …”
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Fostering critical thinking, reasoning, and argumentation skills through bioethics education. by Jeanne Ting Chowning, Joan Carlton Griswold, Dina N Kovarik, Laura J Collins

“…Our work centers on instructional strategies for fostering critical thinking skills in high school students using bioethical case studies, decision-making frameworks, and structured analysis tools to scaffold student argumentation. …”
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Exploring the Effectiveness of Diversion Programs for Women Involved in Commercial Sex: A Comparison of Sex-Trafficked and Non-Trafficked Individuals by Noam Haviv, Dominique Roe-Sepowitz

“…These findings underscore the importance of tailoring diversion programs to address the complex needs of sex-trafficked individuals and support the development of differentiated trauma-responsive strategies within diversion frameworks.…”
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Dual Transitional Floors and Soil-Structure Synergy: A Paradigm Shift in Seismic Resilience for Hybrid High-Rise Systems by Morteza Shirmohammadi, Saeid Hakimi Asiabar, Mohammad Peyrovi Cheshnasar

“…These findings advocate for integrating SSI and transitional floor optimization in hybrid structural frameworks for seismically active regions.…”
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INTERNATIONAL CO-OPERATION OF LAW ENFORCEMENT BODIES OF STATES IN THE SPHERE OF ENSURING ECONOMIC SECURITY by Minas Arakelian, Hashmatulla Behruz, Ruslan Biriukov

“…In this particular context, the method of analysis and synthesis is of critical importance in order to evaluate the methods and parameters of co-operation between police bodies. …”
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On-Demand Technologies for Public Transport: Insights From a Melbourne Survey by Sohani Liyanage, Hussein Dia

“…The survey included hypothetical scenarios where respondents evaluated on-demand transport options with varying factors like waiting time, travel cost, and journey duration. …”
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Digital Prototyping and Regenerative Design Toward Carbon-Neutrality and a Climate Resilient Built Environment: A Multi-Scale Assessment of Environmental Multi-Risks by Domenico Lucanto, Consuelo Nava, Giuseppe Mangano

“…The research aims to evaluate the application of advanced digital prototyping tools and regenerative design principles to identify environmental risks at different scales, with a particular focus on cultural and natural heritage. …”
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Long short-term memory-based forecasting of influenza epidemics using surveillance and meteorological data in Tokyo, Japan by Daiki Koge, Daiki Koge, Keita Wagatsuma, Keita Wagatsuma

“…These findings underscore the substantial contribution of these external factors to improving the prediction performance.ConclusionThis study highlighted the efficacy of LSTM-based models for short-term influenza forecasting and reinforces the importance of integrating meteorological variables and national public holidays into predictive frameworks. Our optimal model provided more precise forecasts of influenza activity in Tokyo, Japan.…”
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How digital health literacy shapes health: Mediating role of physical activity and heterogeneity in China. by Wei Cheng, Miao Miao, Luying Jiao, Xin Liu

“…Policy formulation should strategically integrate (1) standardized DHL education frameworks, (2) demographically customized digital health management systems, and (3) expanded insurance coverage with optimized reimbursement mechanisms for healthcare and pension schemes. …”
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Neurologists' perspectives on management challenges and mitigation strategies for Parkinson's disease patients: A qualitative study in Iraq. by Mena Khalid Ibrahim, Samer Imad Mohammed, Gheyath Abd Ali Shallal Al-Gawwam

“…<h4>Conclusion</h4>Addressing these challenges requires policy-driven reforms, enhanced regulatory oversight and the integration of multidisciplinary care frameworks to optimize the management of individuals with PD. …”
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Tailoring bus rapid transit to the complex realities of African Cities: Critical issues and public policy planning approaches by Emmanuel Theodore Asimeng, Franco Jauregui-Fung

“…Grounded in a comprehensive review of three BRT case studies and public policy frameworks, this paper offers actionable recommendations to strengthen BRT as a viable solution to urban transport challenges in African cities. …”
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Predicting survival in malignant glioma using artificial intelligence by Wireko Andrew Awuah, Adam Ben-Jaafar, Subham Roy, Princess Afia Nkrumah-Boateng, Joecelyn Kirani Tan, Toufik Abdul-Rahman, Oday Atallah

“…Solutions such as federated learning, lightweight AI models and explainable AI frameworks are proposed to overcome these barriers. …”
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Save water to generate savings for bus operators: Facts, figures, practice and policy implications by Maria Vittoria Corazza, Matthew Robinson, Alvin Benjamin Owusu-Afriyie

“…The study employs a cost-benefit analysis (CBA) to compare business-as-usual (BAU) scenarios with the deployment of these technologies, evaluating their feasibility and efficacy in diminishing water consumption and expenses. …”
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ZIF-8/AgNPs nanocomposites electrospun membrane for Cd (II) and Cu (II) removal from water and wastewaters samples and its antibacterial properties by R. Mirzajani, M. Dianati

“…In this study, silver nanoparticles (AgNPs) were encapsulated within porous metal-organic frameworks of ZIF-8 (ZIF-8/AgNPs), which were subsequently incorporated into electrospun nanofiber composite membranes composed of polyacrylonitrile (PAN). …”
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Récit et argumentation en français : cercle vicieux ou vertueux ? by Nicole Biagioli

“…Indeed, their integration into the curricula of French as a first language shows a rather spiral than a linear evolution, marked both by the variation of the theoretical frameworks of reference, their sensitivity to the socio-historical context of their teaching and the internal construction of the discipline around language-literature complementarity, which a priori subjects students' discursive practices to the objective of evaluating literary and linguistic knowledge, thus cutting them off from ordinary social practices.The narrative is the first cultural practice in kindergarten, it is also the occasion of the first argumentative learning with the interpretative debate. …”
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Reading in a foreign language

“…It features contributions from various authors discussing theoretical frameworks, practical applications, and empirical studies related to reading skills across different languages. …”
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Capacity Development: Making Village Regulations Concerning the Protection of Migrant Workers in Arjowilangun Village, Kalipare District, Malang Regency by Erna Setijaningrum, Rochyati Wahyuni Triana, Riana Dwi Arifriyanti, Anisa Qurota Mawa Adna

“…Particularly, the UNDP's Capacity Development frameworks guided our community service, including engaging stakeholders on capacity development, assessing capacity assets and needs, developing a capacity development response, putting that response into action, and evaluating capacity development. …”
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INDUSTRY 4.0 IN UKRAINE AND ROMANIA: CHALLENGES, OPPORTUNITIES, AND PATHWAYS TO INTEGRATION by Liubov Vodianka, Roman Khill, Natalia Stakhova

“…The study employs a comparative analysis, case study methodology, and a synthesis of official statistics and policy documents to evaluate the readiness and strategic direction of both countries. …”
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