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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Nurse‒physician interprofessional collaboration in the context of expanding nursing practice in primary health care: A comparative qualitative study of Brazil and Germany by Cassiano Mendes Franco, Daria Bula, Beatriz Rosana Gonçalves de Oliveira Toso, Ligia Giovanella, Kerstin Hämel

“…Our study analyzes the current forms and prospects of nurse‒physician collaboration in the context of expanding nursing practice in PHC in Brazil and Germany. …”
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A Study on the Management and Evolution of Land Use and Land Cover in Romania During the Period 1990–2022 in the Context of Political and Environmental Changes by Jenica Călina, Aurel Călina, Gheorghe Marian Vangu, Alin Constantin Croitoru, Marius Miluț, Nicolae Ion Băbucă, Ion Stan

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A Theoretical Evaluation in the Context of Actor-Network Theory (ANT) Approaches of Urban Regeneration Implementations: Case Study of Bağcılar District, Istanbul by Ayşegül Baghal, Candan Çinar Çitak

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Problems and prospects for livestock industry development in the context of digitalization of the agro-industrial complex in the region (based on the materials of the Republic of B... by Z. T. Nasretdinova, A. M. Khazieva, A. R. Nasretdinova

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Benefits and harms associated with the use of AI-related algorithmic decision-making systems by healthcare professionals: a systematic reviewResearch in context by Christoph Wilhelm, Anke Steckelberg, Felix G. Rebitschek

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Influence of ambient temperature on the safety of live poultry during automobile transportation by M. V. Gryaznov, P. P. Zhuravskiy, E. A. Timofeev

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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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Antiviral efficacy of fluoxetine in early symptomatic COVID-19: an open-label, randomised, controlled, adaptive platform trial (PLATCOV)Research in context by Podjanee Jittamala, Simon Boyd, William H.K. Schilling, James A. Watson, Thundon Ngamprasertchai, Tanaya Siripoon, Viravarn Luvira, Elizabeth M. Batty, Phrutsamon Wongnak, Lisia M. Esper, Pedro J. Almeida, Cintia Cruz, Fernando R. Ascencao, Renato S. Aguiar, Najia K. Ghanchi, James J. Callery, Shivani Singh, Varaporn Kruabkontho, Thatsanun Ngernseng, Jaruwan Tubprasert, Wanassanan Madmanee, Kanokon Suwannasin, Amornrat Promsongsil, Borimas Hanboonkunupakarn, Kittiyod Poovorawan, Manus Potaporn, Attasit Srisubat, Bootsakorn Loharjun, Walter R.J. Taylor, Farah Qamar, Abdul Momin Kazi, M. Asim Beg, Danoy Chommanam, Sisouphanh Vidhamaly, Kesinee Chotivanich, Mallika Imwong, Sasithon Pukrittayakamee, Arjen M. Dondorp, Nicholas P.J. Day, Mauro M. Teixeira, Watcharapong Piyaphanee, Weerapong Phumratanaprapin, Nicholas J. White

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The Main Directions of Improving the Methodology for the Application of Advanced Information and Communication Technologies in the Statistical Activities of the Republic of Uzbekis... by I. E. Zhukovskaya

“…This article presents the main directions of improving the methodology of using advanced information and communication technologies in the statistical industry of the Republic of Uzbekistan in the context of the digitalization of the economy. In particular, it is shown that modern ICTs have a huge potential for global competitiveness and contribute to the growth of the country's economy.Currently, in the statistical industry of the Republic of Uzbekistan, a large number of statistical calculations and forecasts are carried out on the basis of the use of the advanced ICT, there is experience in organizing interaction between information systems (IS), operating in the State Committee of the Republic of Uzbekistan on Statistics (Goskomstat), however, in preparation for population census and the implementation of the National Program “Digital Uzbekistan – 2030”, there is a need to develop new methodological solutions, technologies, software products, innovative mechanisms for collecting, processing and providing reporting information to various categories of users based on the use of the advanced ICT.Purpose. …”
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Epidemiological characteristics and interrupted time series analysis of mumps in Quzhou City, 2005–2023 by Canya Fu, Wenjie Xu, Wangfeng Zheng, Xiaoying Gong, Quanjun Fang, Zhiying Yin, Canjie Zheng

“…To analyze epidemiological characteristics of mumps in different periods and explore the impact of different immunization strategies of mumps containing vaccine (MuCV) on the incidence of mumps in Quzhou. …”
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Current State And Trends In The Incidence Of Chronic Kidney Disease Among Adult Population And Opportunities For Its Prevention And Treatment In Moscow Healthcare Organizations by O. N. Kotenko, V. N. Vasina, A. Y. Brazhnikov, V. M. Kuraeva

“…Introduction. Currently, the incidence of kidney diseases among adult population is growing. …”
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The epidemiology of bacterial meningitis in the United States during 2008–2023: an analysis of active, laboratory, population-based, multistate surveillance dataResearch in context... by Namrata Prasad, Miwako Kobayashi, Jennifer P. Collins, Amy B. Rubis, Gordana Derado, Miranda J. Delahoy, Daniel C. Payne, Lesley McGee, Sopio Chochua, Henju Marjuki, Lucy A. McNamara, LeAnne M. Fox, Arthur Reingold, Megan Barnes, Susan Petit, Monica M. Farley, Lee H. Harrison, Ruth Lynfield, Jessica Houston, Bridget J. Anderson, Ann Thomas, Keipp H. Talbot, William Schaffner, Adam L. Cohen, Stephanie J. Schrag, Melissa Arvay

“…Between 2008–2009 and 2010–2019, overall bacterial meningitis incidence declined from 1.3 to 1.1, driven by decreases in S. pneumoniae meningitis caused by serotypes contained in the 13-valent pneumococcal conjugate vaccine (PCV13) and N. meningitidis meningitis. …”
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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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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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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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Can LLMs effectively assist medical coding? Evaluating GPT performance on DRG and targeted clinical tasks by Yeli Feng

“…Abstract Background Large language Models (LLM) have demonstrated near human-level performance in medical domain, from summarizing clinical notes and passing medical licensing examinations, to predictive tasks such as disease diagnoses and treatment recommendations. However, currently there is little research on their efficacy for medical coding, a pivotal component in health informatics, clinical trials, and reimbursement management. …”
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Antiretroviral drug class and anaemia risk in the current treatment era among people living with HIV in the USA: a clinical cohort study by Richard D Moore, Kenneth Mayer, Greer Burkholder, Susan R Heckbert, Barbara N Harding, Bridget M Whitney, Robin M Nance, Heidi M Crane, W Christopher Mathews, Joseph J Eron, Peter W Hunt, Paul Volberding, Michael S Saag, Mari M Kitahata, Joseph A C Delaney

“…Objective Anaemia is common among people living with HIV (PLWH) and has been associated with certain, often older, antiretroviral medications. Information on current antiretroviral therapy (ART) and anaemia is limited. …”
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Is screening for microalbuminuria in patients with type 2 diabetes feasible in the Cape Town public sector primary care context? A cost and consequence study by H.O. Ibrahim, D. Stapar, B. Mash

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Impact of strategic public health interventions to reduce tuberculosis incidence in Brazil: a Bayesian structural time-series scenario analysisResearch in context by Klauss Villalva-Serra, Beatriz Barreto-Duarte, Moreno M. Rodrigues, Artur T.L. Queiroz, Leonardo Martinez, Julio Croda, Valeria C. Rolla, Afrânio L. Kritski, Marcelo Cordeiro-Santos, Timothy R. Sterling, Mariana Araújo-Pereira, Bruno B. Andrade

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