Implementation of a peer support intervention to promote the detection, reporting and management of adverse drug reactions in people living with HIV in Uganda: a protocol for a qua... by Freddy Eric Kitutu, Victoria Nambasa, Ronald Kiguba, Helen Byomire Ndagije, Cordelia Katureebe, Phil Tregunno, Kendal Harrison, Jacquellyn Nambi Ssanyu, Henry Zakumumpa, Corinne S Merle, Stella Maris Nanyonga, Marie-Eve Raguenaud

“…Peer supporters will be expert clients from among PLHIV and/or recognised community health workers.Direct patient reporting of ADRs to NPC will leverage the Med Safety App and toll-free unstructured supplementary service data interface to augment traditional pharmacovigilance methods.The primary outcomes are attrition rate measured by number of study participants who remain in the study until the end of follow-up at 4 months; and number of ADR reports submitted to NPC by PLHIV as measured by questionnaire and data abstraction from the national pharmacovigilance database at baseline and 4 months.Ethics and dissemination The study received ethical approval from: School of Health Sciences Research and Ethics Committee at Makerere University (MAKSHSREC-2020-64) and Uganda National Council for Science and Technology (HS1206ES). …”
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Micronutrients are drivers of abundance, richness, and composition of soil insect communities in tropical rainforests by Miquel Ferrín, Dolores Asensio, Albert Gargallo‐Garriga, Oriol Grau, Joan Llusià, Laura Màrquez, Jérôme Murienne, Romà Ogaya, Jérôme Orivel, Jordi Sardans, Ivan A. Janssens, Josep Peñuelas, Guille Peguero

“…Abstract Communities of soil insects in tropical rainforests are among the richest and most complex, but the mechanisms structuring them remain mostly unknown. Identifying whether nutrient availability plays a relevant role in the assembly of these communities poses several challenges due to the diverse nutritional requirements of insects. …”
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Discovering emergent connections in quantum physics research via dynamic word embeddings by Felix Frohnert, Xuemei Gu, Mario Krenn, Evert van Nieuwenburg

“…While this encourages in-depth exploration, it can limit the exchange of ideas across structurally similar problems in different subfields. …”
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Estimation and Forecasting of the Average Unit Cost of Energy Supply in a Distribution System Using Multiple Linear Regression and ARIMAX Modeling in Ecuador by Pablo Alejandro Mendez-Santos, Nathalia Alexandra Chacón-Reino, Luis Fernando Guerrero-Vásquez, Jorge Osmani Ordoñez-Ordoñez, Paul Andrés Chasi-Pesantez

“…These findings support the use of hybrid statistical models for informed policy-making, tariff planning, and operational cost forecasting in structurally constrained energy markets.…”
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Strain Localization and Stress Evolution Along the Yangsan Fault: A Geodetic Approach to Seismic Hazard Assessment by Seung-Jun Lee, Hong-Sik Yun, Dal-Ho Shin, Sang-Hoon Lee

“…The proposed methodology offers a practical framework for pinpointing structurally sensitive fault segments with elevated seismic risk in otherwise stable continental interiors, supporting more targeted seismic hazard assessment in Korea and other intraplate regions worldwide.…”
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The impact of in-situ urbanization on residents’ health: evidence from CFPS by Wei Wu, Wei Wu, Shuoxuan Zhang, Lei Zhao, Jiawei Gao

“…This study investigates the health effects of in-situ urbanization utilizing panel data from the China Family Panel Studies (CFPS) tracking surveys of 2010, 2012, and 2014. …”
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Enhanced Visible Light Communication for Real-Time Audio With Interference-Resilient Protocols by Kanchana Chathurangi Ahangama, Hemali Pasqual, Chinthaka Premachandra, H. Waruna Haripriya Premachandra

“…This paper introduces a novel VLC transceiver design incorporating advanced interference-resilient protocols, dynamic frame structuring, and robust error correction algorithms to enhance audio streaming performance. …”
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Azirinyl-Substituted Nitrile Oxides: Generation and Use in the Synthesis of Isoxazole Containing Heterocyclic Hybrids by Alexander S. Dudik, Timur O. Zanakhov, Ekaterina E. Galenko, Mikhail S. Novikov, Alexander F. Khlebnikov

“…Expansion of the azirine ring of the prepared cycloadducts allows obtaining a wide range of structurally diverse functionalized isoxazole-containing heterocyclic hybrids. …”
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BERTimbau in Action: An Investigation of its Abilities in Sentiment Analysis, Aspect Extraction, Hate Speech Detection, and Irony Detection. by Julia da Rocha Junqueira, Felix da Silva, Wesley Costa, Rodrigo Carvalho, Alexandre Bender, Ulisses Correa, Larissa Freitas

“…This immense quantity of unstructured data holds valuable information expressed in informal language. …”
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What Business Managers Should Know About Quantum Computing? by Kelvin Leong, Anna Sung

“…In fact, quantum computing will deliver exponential advantages for various problems, such as factoring very large numbers within very short time, therefore it has dramatic impacts on existing business issues, such as cybersecurity practice, business optimization, investment decision making, search from unstructured data, etc. However, although the topic is emerging, only very limited studies have been conducted with specific focus on the potential impacts of quantum computing on business management. …”
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Transfer learning of neural operators for partial differential equations based on sparse network λ-FNO. by Jinghong Xu, Yuqian Zhou, Qian Liu, Kebing Li, Haolin Yang

“…In addition, the sparse framework has excellent extension and can be easily extended to other network architectures to enhance its performance. Our model and data generation code can get through https://github.com/Xumouren12/TL-FNO.…”
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A Sociological Study of the Military Profession in Turkey: Profession, Duty, or Lifestyle? by Barış Ateş

“…As a result, mixedmethods research was used to resolve the data collecting constraints and sketch a broad picture of the military profession. …”
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Assessing the Quality of the Endocervical Component: Pitfalls to Cervical Cancer Screening in Limpopo Province, South Africa by Dorah Ursula Ramathuba PhD, Doris Ngambi PhD

“…An exploratory sequential mixed-methods design was employed to collect and analyse qualitative data, and then use the findings to develop an instrument in a subsequent quantitative phase, thereby increasing the breadth and depth of understanding of the phenomena under study. …”
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Developing an IT-Based Knowledge Sharing System for University IT Units: Integrating Large Model Language by Sherli Yualinda, Taufik Nur Adi, Hanif Fakhurroja, Sherla Yualinda

“…Moreover, they facilitate knowledge extraction from unstructured data, assist in summarizing key insights, and provide adaptive learning capabilities. …”
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THE MODERN SOCRATIC METHOD: A STRATEGY TO ENHANCE INDONESIAN POLYTECHNIC STUDENTS’ ACTIVE LEARNING IN ENGLISH SPEAKING COURSE by Yohannes Telaumbanua, Yalmiadi Yalmiadi, Kotrini Kotrini

“…This study investigated the qualitative impacts of the Modern Socratic Method (MSM) on Indonesian Polytechnic students’ active learning in an English-speaking course. Data were collected through complete participant observation and unstructured interviews, and analyzed using the Miles and Huberman interactive model. …”
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Improving English Language Students’ Oral Fluency through Youtube Non-Fiction Videos by Lydia Benmouhoub, Salima Maouche

“…To reach this purpose, the authors relied on a mixed-methods approach using four data collection tools, which consist of: teachers and students’ questionnaires, students’ evaluation checklist, unstructured interview as well as classroom observation.  …”
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γ-Secretase modulator resistance of an aggressive Alzheimer-causing presenilin mutant can be overcome in the heterozygous patient state by a set of advanced compounds by Johannes Trambauer, Rosa Maria Rodriguez Sarmiento, Holly J. Garringer, Katja Salbaum, Liliana D. Pedro, Dennis Crusius, Ruben Vidal, Bernardino Ghetti, Dominik Paquet, Karlheinz Baumann, Lothar Lindemann, Harald Steiner

“…Another effective compound, the structurally novel indole-type GSM RO5254601 specifically acts on the Aβ42 product line leading to a selective increase of the beneficial Aβ38. …”
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Сognitive mechanisms of semantic adaptation of borrowings in Russian by Vadim A. Belov, Valentina M. Belova

“…Logical categorization involves the rational structuring of phenomena within a native speaker’s worldview, while non-logical categorization reflects an emotional-evaluative perception of reality, expressing various emotions through borrowings. …”
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A Cross-Product Analysis of Earphone Reviews Using Contextual Topic Modeling and Association Rule Mining by Ugbold Maidar, Minyoung Ra, Donghee Yoo

“…This study demonstrates how combining advanced data mining techniques and structuring insights from written customer feedback enhances the depth and clarity of sentiment analysis, furthering its applicability in e-commerce research.…”
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LPS-Toll-Like Receptor-Mediated Signaling on Expression of Protein S and C4b-Binding Protein in the Liver by Tatsuya Hayashi, Koji Suzuki

“…PS activity is regulated by C4b-binding protein (C4BP), structurally composed of seven α-chains (C4BPα) and a β-chain (C4BPβ). …”
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