An interpretable machine learning tool for in-home monitoring of agitation episodes in people living with dementia: a proof-of-concept studyResearch in context by Marirena Bafaloukou, Ann-Kathrin Schalkamp, Nan Fletcher-Lloyd, Alex Capstick, Chloe Walsh, Cynthia Sandor, Samaneh Kouchaki, Ramin Nilforooshan, Payam Barnaghi

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HVDC transformer insulation system: Present research, trends, challenges, and prospects by Muhammad Rafiq, Muhammad Shafique

“…High-voltage direct current (HVDC) has attained significant consideration owing to numerous valuable characteristics, for instance, lowest transmission losses, improved stability, and control operation. …”
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Increasing our knowledge about the epidemiology of Helicobacter pylori in Nunavik’s Inuit population (Québec, Canada) using Qanuilirpitaa? 2017 cross-sectional survey by Julie Ducrocq, Benoit Lévesque, Gaston De Serres, Véronique Boiteau, Cedric P. Yansouni, Jean-François Proulx, Denis Talbot

“…Despite current regional guidelines targeting high risk individuals in the context of high prevalence, Nunavik’s health authorities must remain vigilant by following gastric cancer incidence and the rapid evolution of guidelines, while considering local realities.…”
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Progress towards the UNAIDS 2030 HIV prevention target in New South Wales, Australia: a population-based studyResearch in context by Phillip Keen, Steven J. Nigro, Curtis Chan, Benjamin R. Bavinton, Htein Linn Aung, Martin Holt, Rebecca Guy, Janaki Amin, Timothy R. Broady, Jane Costello, Anthony D. Kelleher, Carla Treloar, Rick Varma, Matthew Vaughan, Valerie Delpech, Andrew E. Grulich

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Short Interfering RNA Directed against the SLUG Gene Increases Cell Death Induction in Human Melanoma Cell Lines Exposed to Cisplatin and Fotemustine by Ivan Vannini, Massimiliano Bonafe, Anna Tesei, Marco Rosetti, Francesco Fabbri, Gianluca Storci, Paola Ulivi, Giovanni Brigliadori, Dino Amadori, Wainer Zoli

“…Background: Melanoma remains largely resistant to currently available chemotherapy, and new strategies have been proposed to flank standardized therapeutic protocols in an effort to improve efficacy. …”
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MFFCI–YOLOv8: A Lightweight Remote Sensing Object Detection Network Based on Multiscale Features Fusion and Context Information by Sheng Xu, Lin Song, Junru Yin, Qiqiang Chen, Tianming Zhan, Wei Huang

“…Most current researches primarily focus on improving experimental accuracy using large models, often neglecting the deployment challenges. …”
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Mapping context of sedentary behaviour in older adults who are prefrail and frail: an analysis of secondary outcomes from a longitudinal study (MAPS-B) by Rong Zheng, Jonathan D Adachi, Alexandra Papaioannou, George Ioannidis, Alexander Rabinovich, Isabel B Rodrigues, Mayank Kalra, Dylan Kobsar, Steven R Bray, Qiyin Fang

“…Although there were no differences in sedentary time between seasons, we found a significant decrease in step count in winter (1190 fewer steps, 95% CI −2228 to −153 steps). …”
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An Analysis of Supply Chain Macro-Strategies in the Context of Industry 4.0 with a System Dynamics Approach (The Case of: Iran's Steel Supply Chain) by Sima Motallebi, Mostafa Zandieh, Akbar Alem Tabriz

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Pharmacoeconomic rationale for switching patients with rheumatic diseases from original biologic disease-modifying antirheumatic drugs to biosimilars in context of the Russian heal... by A. Yu Kulikov, V. G. Serpik, A. M. Lila

“…At the same time, in the context of budgetary constraints, switching to biosimilars remains perhaps the only available strategy for increasing the coverage of patients with innovative drugs. …”
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Supporting statistical literacy skills for prospective teachers: A learning trajectory used South Sumatra local wisdom context through hybrid learning by Rahma Siska Utari, Ratu Ilma Indra Putri, Zulkardi Zulkardi, Hapizah Hapizah

“…In an era where data is increasingly prevalent, statistical literacy skills are essential for active citizenship and informed decision-making. …”
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Current experience and future potential of facilitating access to digital NHS primary care services in England: the Di-Facto mixed-methods study by Gary Abel, Helen Atherton, Jon Sussex, Nurunnahar Akter, Abodunrin Q Aminu, Wiktoria Bak, Carol Bryce, Christopher E Clark, Emma Cockcroft, Hamish Evans, Evangelos Gkousis, Georgia Jenkins, Caroline Jenkinson, Nada Khan, Jeffrey Lambert, Brandi Leach, Christine Marriott, Jennifer Newbould, Sarah Parkinson, Jo Parsons, Emma Pitchforth, Laura Sheard, Stephanie Stockwell, Chloe Thomas, Bethan Treadgold, Rachel Winder, John L Campbell

“…Background Current National Health Service policy in England encourages enhanced digital access in primary care service provision. …”
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From Living in the Shadows to Facebook Livestreams: The Impact of Social Media on Current Mediumship Practice of Mother Goddesses Worship (Đạo Mẫu) in Vietnam by Isabel Weitschies

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Analysis of the Effect of Energy Consumption on Current Account Deficit Using Panel Data: Evidence from the Organization of the Black Sea Economic Cooperation by Emre Kılıç, Ersin Yavuz, Şevket Pazarcı, Alican Umut

“…Coefficient estimation results indicate that energy consumption in BSEC countries negatively affects current account deficit, indicating that increased energy consumption raises current account deficit. …”
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Optimisation and clinical validation of a metagenomic third-generation sequencing approach for aetiological diagnosis in bronchoalveolar lavage fluid of patients with pneumoniaRese... by Shanshan Zhang, Xi Li, Xia Li, Ying Fu, Long Chen, Wei Wang, Qinqing Lin, Hui Lou, Yake Yao, Wenyu Chen, Cheng Zhong, Jian Ye, Yinan Yao, Huimin Guo, Yunsong Yu, Hua Zhou

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Child abuse prevalence estimates in Canada; comparisons of nationally representative data from 2012 to 2022: a population-based studyResearch in context by Tracie O. Afifi, Julie-Anne McCarthy, Ana Osorio, Lauren MacGowan, Tamara L. Taillieu, Ashley Stewart-Tufescu, Jitender Sareen, Harriet L. MacMillan, Lil Tonmyr, Ian Colman, Mark A. Ferro, Kelly K. Anderson, Jordan Edwards

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Ethnic disparities in the association between maternal socioeconomic status and childhood anemia in Peru: a nationwide multiyear cross-sectional studyResearch in context by Ali Al-kassab-Córdova, Claudio Intimayta-Escalante, Pamela Robles-Valcarcel, Diego Urrunaga-Pastor, Baltica Cabieses

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Real-world uptake of nirsevimab, RSV maternal vaccine, and RSV vaccines for older adults: a systematic review and meta-analysisResearch in context by Daira Trusinska, Bohee Lee, Sohail Ferdous, Harley H.Y. Kwok, Becky Gordon, Junyi Gao, Liantao Ma, Hanbiao Xiong, Sir Aziz Sheikh, Jürgen Schwarze, John Busby, Cheryl Gibbons, Simon B. Drysdale, Sir Lewis Ritchie, Thomas Williams, Ting Shi

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Trusted health system implementation strategies to increase vaccination (TRUE SYNERGI): a stepped-wedge cluster randomized trial to reduce HPV-related cancers by Daisy Y. Morales-Campos, Prajakta Adsul, Yuanyuan Liang, Erin Donovan, Leticia R. Moczygemba, Jessica A. Kahn

“…In addition, we will employ theory-guided, qualitative methods, to assess the complexity associated with context and the recipients involved in the implementation of strategies in practices, along with sustainability. …”
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A Computational Approach to Increasing the Antenna System’s Sensitivity in a Doppler Radar Designed to Detect Human Vital Signs in the UHF-SHF Frequency Ranges by David Vatamanu, Simona Miclaus

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Study protocol for an observational research study with an embedded N-of-1 design: Increasing the availability of goal-oriented cognitive rehabilitation for people living with deme... by Caoimhe Hannigan, Antoine Lemercier, Garret McDermott, Helena Lydon, Sean P Kennelly, Michelle Kelly

“…Sub-study 1 will evaluate the impact of GREAT-CR in this context and sub-study 2 will evaluate the implementation model. …”
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