Ethical Principles Pertaining to the Care of People With Dementia: Protocol for a Qualitative Thematic Synthesis of Legal Documents by Daniel Sperling, Frederik Schou-Juul, Sigurd Lauridsen, Muhammad Asaduzzaman, Seda Guney, Dominika Kohanová, Vaitsa Giannouli, Corinna Porteri, Rodrigo Serrat, Ana Morais

“…Thematic analysis will follow a 3-stage process: line-by-line coding, grouping codes into descriptive themes, and developing analytical themes to address the research questions. …”
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PREDICATIVE ARRANGEMENT OF NATIONAL ANTHEM TEXTS IN ENGLISH- AND GERMAN- SPEAKING COMMUNITIES by Anatoliy M. Prykhodko, Nataliia V. Lazebna

“…The latter often appears implicitly, relating to the “target reader” of the text, who remains in the background of the speech processes. …”
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The Practical, Robust Implementation and Sustainability (PRISM)-capabilities model for use of Artificial Intelligence in community-engaged implementation science research by Nabila El-Bassel, James David, Trena I. Mukherjee, Maneesha Aggarwal, Elwin Wu, Louisa Gilbert, Scott Walters, Redonna Chandler, Tim Hunt, Victoria Frye, Aimee Campbell, Dawn A. Goddard-Eckrich, Katherine Keyes, Shoshana N. Benjamin, Raymond Balise, Smaranda Muresan, Eric Aragundi, Marc Chen, Parixit Davé, David Lounsbury, Nasim Sabounchi, Dan Feaster, Terry Huang, Tian Zheng

“…Artificial Intelligence (AI) could enhance the collaborative process by improving data collection, analysis, insight, and engagement, while preserving research ethics. …”
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Implementing heart failure disease management in primary care: a mixed-methods analysis of the IMPACT-B study by Gijs Van Pottelbergh, Bert Vaes, Miek Smeets, Stefan Janssens, Willem Raat, Marie Van de Putte

“…The main objective of this study is to integrate and evaluate several disease management interventions in a primary care setting.Design Prospective, non-randomised, observational implementation study with a mixed-methods process evaluation conducted over 3 years (2020–2022).Setting Primary care practices and two regional hospitals (one tertiary, one secondary) in the Leuven region, Belgium, serving approximately 100 000 inhabitants.Participants 100 general practitioners (GPs) from 19 practices participated. …”
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Interventions promoting resilience through climate smart agricultural practices for women farmers: A systematic review by Ashrita Saran, Sabina Singh, Neha Gupta, Sujata Chodankar Walke, Ranjana Rao, Christine Simiyu, Suchi Malhotra, Avni Mishra, Ranjitha Puskur, Edoardo Masset, Howard White, Hugh Sharma Waddington

“…Authors' Conclusions The evidence base for studies promoting climate‐smart agricultural approaches (CSA) to farmers in LMICs is small, and there is a lack of studies reporting sex‐disaggregated data and studies explicitly targeting women farmers. The review suggests that knowledge dissemination techniques are significantly effective in improving CSA knowledge and adoption, including integrated pest management techniques and their benefits, adoption of climate‐resilient rice seed varieties (STRVs), and use of botanical pesticides by farmers. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…Organisational evidence-based strategies to minimise the use of RP such as the Six Core Strategies and Safewards should be more widely integrated and adopted across a range of care settings. …”
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Protecting the Autonomy of Patients with Severe Mental Illness Through Psychiatric Advance Directive Peer-Facilitation by Nicholas Karasik

“…Attempts to increase patient uptake of PADs can circumvent risks of undue provider influence in the facilitation process and promote optimal mental health outcomes with a peer-support model, thereby protecting patient autonomy in accordance with the principle of beneficence. …”
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Joint Intensity and Spatio-Temporal Representation Learning for Extreme Precipitation Nowcasting by Zefeng Pan, Renlong Hang, Qingshan Liu, Chunxiang Shi, Zhiqiang Xu, Xiao-Tong Yuan

“…Hence, we also design a Spatio-Temporal Coherence Module (STCM), which exploits voxel flow to capture spatio-temporal coherence features. Subsequently, by processing multitemporal state features and integrating coherence features, STCM can preserve the spatio-temporal structure of extreme precipitation events. …”
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Un référent musical ? La réception des mélodies de troubadours par les trouvères by Florence Mouchet

“…The reception of the troubadours’work manifested itself, at musical level, by an early assimilation of Occitan melodies, integrated to the oïl corpus through various adaptative processes (especially contrafacta and melodic quotations). …”
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Towards a high-resolution sea-ice model: exploring the potential of modelling ice floe fracture with the peridynamic method by Yuan Zhang, Wenjun Lu, Raed Lubbad, Sveinung Løset, Andrei Tsarau, Knut Vilhelm Høyland

“…However, most of the approaches adopted are based on continuum mechanics that do not explicitly model fracture processes. There are emerging needs for a more physically informed modelling methods that explicitly address fracture at the kilometre scale. …”
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Red Beetroot Skin Powder Addition as a Multifunctional Ingredient in Nougat by Oana Emilia Constantin, Silvia Lazăr (Mistrianu), Florina Stoica, Roxana Nicoleta Rațu, Doina Georgeta Andronoiu, Nicoleta Stănciuc, Marija Banožić, Nada Ćujić Nikolić, Zorana Mutavski, Gabriela Râpeanu

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Submodels of the three-dimentional Westervelt model in the absence of dissipation by Yuri Alexandrovich Chirkunov

“…Some submodels, described by invariant solutions of rank 1 which are found either explicitly or their search is reduced to the solution of nonlinear integral equations. …”
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Opposing effects of prior information on relational representation and visual cues in dynamic social interaction perception by Yun Chen, Xin-Yu Xie

“…For the distance cues that contribute to interaction representation, the current distance perception deviates from past distance, even when distance was not explicitly processed. This opposite influence of past information on visual cues and interaction relational representation reflects two independent processing mechanisms of prior information. …”
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SYNCode: Synergistic Human–LLM Collaboration for Enhanced Data Annotation in Stack Overflow by Meng Xia, Shradha Maharjan, Tammy Le, Will Taylor, Myoungkyu Song

“…This enables annotators to iteratively refine and validate automated suggestions effectively. Our integrated human–LLM collaborative methodology demonstrates considerable promise in achieving high-quality, reliable annotations, particularly for domain-specific and technically demanding datasets, thereby enhancing downstream tasks in software engineering and natural language processing.…”
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Epidemic dynamics in the spatio-temporal predator-prey model by Hyangim Ji, Maria Vasilyeva, Nana Adjoah Mbroh, Alexey Sadovski

“…In this work, we develop a novel mathematical model to simulate the spatio-temporal dynamics of epidemics in a predator–prey system. The model integrates the classical Lotka–Volterra predator–prey framework with a Susceptible–Infected–Susceptible disease model and explicitly incorporates diffusion terms to capture spatial movement. …”
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Molecular Merged Hypergraph Neural Network for Explainable Solvation Gibbs Free Energy Prediction by Wenjie Du, Shuai Zhang, Zhaohui Cai, Xuqiang Li, Zhiyuan Liu, Junfeng Fang, Jianmin Wang, Xiang Wang, Yang Wang

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HDF-Net: Hierarchical Dual-Branch Feature Extraction Fusion Network for Infrared and Visible Image Fusion by Yanghang Zhu, Mingsheng Huang, Yaohua Zhu, Jingyu Jiang, Yong Zhang

“…To enhance scene perception and comprehension, infrared and visible image fusion (IVIF) integrates complementary data from two modalities. However, many existing methods fail to explicitly separate modality-specific and modality-shared features, which compromises fusion quality. …”
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The Impact of Disability Disclosure on Fairness and Bias in LLM-Driven Candidate Selection by Mahammed Kamruzzaman, Gene Louis Kim

“… As large language models (LLMs) become increasingly integrated into hiring processes, concerns about fairness have gained prominence. …”
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Machine learning and deep learning in medicine and neuroimaging by Iván Sánchez Fernández, Jurriaan M. Peters

“…Machine learning is the subfield of artificial intelligence in which computers have the ability to learn and iteratively improve their performance without being explicitly programmed. Deep learning algorithms learn by processing the data with increasing levels of abstraction in each layer. …”
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Soil Health to Enhance Ecological Restoration and Conservation by Paola Raupp, Yolima Carrillo, Uffe N. Nielsen

“…We propose that integrating practices that explicitly consider linkages among vegetation, soil properties and biota can lead to more effective restoration outcomes and the establishment of resilient, self‐sustaining ecosystems.…”
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