Interpretation and Institutional Choice at the WTO by Gregory Shaffer, Joel Trachtman

“… This article develops the framework of comparative institutional analysis for assessing the implications of judicial interpretation in the World Trade Organization (WTO). …”
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Representation of racialised and ethnically diverse populations in multicentre randomised controlled trials of GLP-1 medicines for obesity: a systematic review and meta-analysis of... by Ravi Retnakaran, Caroline K Kramer, Lisa Richardson, Yaanu Jeyakumar, Shohinee Sarma

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Estimating Total Sediment Load Using Water Quality Parameters in the Sufi Chay River, Iran: A Comparative Analysis of Soft Computing and Dimensionless Approaches by Jafar Chabokpour

“…Traditional statistical methods, dimensionless parameter analysis, and advanced soft computing techniques are combined within the scope of the presented comprehensive analysis. …”
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PROJECT ACTIVITY OF THE CULTURAL INDUSTRY: NEW SOCIOLOGICAL APPROACHES by Natalia A. Malshina, Irina V. Kamenskaya

“…The study of the target audience by means of sociological analysis will modernize the activities of cultural organizations, make it more effective, help both in the preparation of individual projects and in the process of ongoing activities.…”
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Morphometric analysis of neoplastic cell clusters in high-grade serous ovarian cancer ascites identifies a promising prognostic factor: a retrospective study by Benoît Thibault, Romina D’Angelo, Samy Rigal, Mélanie White-Koning, Guillaume Bataillon, Julie Guillermet-Guibert, Céline Basset

“…Our objective was to provide proof-of-principle that the automatized analysis of general cytomorphological criteria, such as carcinomatous cell clustering, in malignant ascites fluid is of prognostic value in high-grade serous carcinoma. …”
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Analysis of Community Sentiment Towards Free Nutrition Meal Programs on Twitter Using Naïve Bayes, Support Vector Machine, K-Nearest Neighbors, and Ensemble Methods by Gresensia Rosadelima Ati, Putri Taqwa Prasetyaningrum

“…Data of 1500 tweets was collected through the scraping process using Python. The sentiment in the tweets is classified into three categories: positive, negative, and neutral. …”
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Baseline situational analysis in Bangladesh, Jordan, Paraguay, the Philippines, Ukraine, and Zimbabwe for the WHO Special Initiative for Mental Health: Universal Health Coverage fo... by Christopher G Kemp, Tessa Concepcion, Helal Uddin Ahmed, Nazneen Anwar, Florence Baingana, Ian M Bennett, Andrea Bruni, Dan Chisholm, Hania Dawani, Marcia Erazo, Saima Wazed Hossain, James January, Alisa Ladyk-Bryzghalova, Hasina Momotaz, Edmore Munongo, Renato Oliveira E Souza, Giovanni Sala, Alison Schafer, Oleksii Sukhovii, Luis Taboada, Mark Van Ommeren, Ann Vander Stoep, Jasmine Vergara, Chloe Waters, Devora Kestel, Pamela Y Collins

“…<h4>Methods</h4>We used a modified version of the Program for Improving Mental Health Care (PRIME) situational analysis tool. We used a participatory process to document national demographic and population health characteristics; environmental, sociopolitical, and health-related threats; the status of mental health policies and plans; the prevalence of mental disorders and treatment coverage; and the availability of resources for mental health.…”
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At-Home Bioelectrical Impedance Analysis (BIA) Monitoring of Adult Females at Risk of Breast Cancer-Related Lymphedema: Nonrandomized One-Year Longitudinal Feasibility Study by Cheri Teranishi-Hashimoto, Monica Padilla, Yoomi Heo, Lori Bravi

“…Surveillance is key to identifying the earliest signs of breast cancer–related lymphedema, initiating treatment, reversing the disease process, and reducing the impact on function. …”
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THE RESEARCH ACTIVITY OF THE UNIVERSITY TEACHERS: DIRECTIONS, RESULTS, AND PROSPECTS. SOCIOLOGICAL CONTENT by I. A. Vasilyev

“…Scientific and theoretical analysis of publications on the researched topic are used as basic methods; sociological and diagnostic data collection methods; the method of statistical processing and classification of documentary and empirical data; the methods of content analysis and quantification of documentary and sociological information.Scientific novelty. …”
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Evaluation of the technical condition of the stroke gearbox of a mining excavator by Lagunova Yu.A., Makarova V.V., Bykov D.V., Adamkov A.V.

“…Research methods include generalization and analysis of literary sources, theoretical and experimental research methods based on the classical laws of mathematics, physics, and vibration. …”
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Wildlife biology, big data, and reproducible research by Keith P. Lewis, Eric Vander Wal, David A. Fifield

“…However, with this growth in data, practices such as data management, exploratory data analysis, data‐sharing, and reproducibility of an analysis have become increasingly complex. …”
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Risk management strategy for generative AI in computing education: how to handle the strengths, weaknesses, opportunities, and threats? by Niklas Humble

“…A total of 19 themes were identified through the analysis. Findings of the study have both theoretical and practical implications for computing education specifically, and higher education in general. …”
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Modeling of the optimum level of financial provision of Ukrainian enterprises' innovative activities by N. Davidenko, H. Skrypnyk, Z. Titenko, O.V. Zhovnirenko

“…The purpose of the article is the establishment of the tightness of the connection between the various sources of financing and the introduction of innovations at enterprises. In the process of research such scientific methods have been used: modeling – to determine the influence of the source of funding for innovation activities, on the number of new technological processes introduced and the introduction of new types of products; economic-statistical – to evaluate the dynamics of the amount of realized innovative products and the index of the efficiency of innovation costs; correlation-regression analysis – to determine the relationship density and the relationship between factors of influence and performance indicators; abstract-logical – for the implementation of theoretical and methodological generalizations. …”
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“It’s Like Having a Map”: An Exploration of Participating Pet Owners’ Expectations of Using Telemedicine to Access Emergency Veterinary Care by Rosalie Fortin-Choquette, Jason B. Coe, Cathy A. Bauman, Lori M. Teller

“…Participants expected advice and guidance, viewing the process as collaborative. While acknowledging the benefits of telemedicine in their situation, participants also acknowledged the inherent limitations of this type of service, articulating a general preference for in-person veterinary care. (4) Conclusions: When in-person care is unavailable, telemedicine can offer pet owners valuable guidance, clarity, and comfort, although many pet owners may continue to prefer face-to-face consultations for comprehensive care.…”
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HRaccoon: A High-performance Configurable SCA Resilient Raccoon Hardware Accelerator by Ziying Ni, Ayesha Khalid, Zhaoyu Zhang, Yijun Cui, Máire O’Neill

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Spatial differentiation and influencing factors of heavy metals in soils of typical counties in Lhasa river basin by Haichuan Lu, Xin Yuan, Cang Gong, Jiufen Liu, Youchang Shi, Xiang Xia

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Sustainable Renewable Biofuel Production Toward Pyrolysis of Fibers Biowaste Agave Americana L. and Thermodynamics Mechanisms Kinetic Parameters Triplet Assessment by Imen Lalaymia, Ahmed Belaadi, Hassan Alshahrani, Djamel Ghernaout, Herbert Mukalazi

“…Thermodynamic analysis revealed a maximum enthalpy change (ΔH) of 249.65 kJ/mol, a maximum Gibbs free energy change (ΔG) of 390.81 kJ/mol, and a minimum entropy change (ΔS) of −0.31 kJ/mol·K, confirming that the pyrolysis process is endothermic and non-spontaneous, leading to a more ordered transition state. …”
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DPA-HairNet: A Dual Encoder Attention Based Network for Hair Artifact Removal in Dermoscopic Images by F M Javed Mehedi Shamrat, Mohd Yamani Idna Idris, Chowdhury Forhadul Karim, Xujuan Zhou, Raj Gururajan

“…These results underscore DPA-HairNet&#x2019;s effectiveness and potential integration into clinical workflows to enhance dermoscopic image analysis and diagnosis. Future work will explore generalization to additional artifact types and optimization for real-time clinical deployment.…”
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THEORETICAL PRINCIPLES OF ASSESSING THE SOCIAL SECURITY OF THE REGION by Galyna Nazarova, Kateryna Demchenko

“…The following methods are used: method of analysis and synthesis, classification-analytical method, abstract-logical method, historical-retrospective analysis and generalization. …”
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Coffee Silverskin as a Potential Ingredient for Functional Foods: Recent Advances and a Case Study with Chocolate Cake by Adriana S. Franca, Emiliana P. Basílio, Laís M. Resende, Camila A. Fante, Leandro S. Oliveira

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