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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The conflict between theory and practice in caring for children: field narrative of a social worker by Shivangi Goenka, Kiran Modi

A FRAME Model-based Investigation into the Implementation of M-Learning in Classrooms from the Perspectives of Vietnamese High School Teachers and Students in Southern Vietnam by Bao Thien Nguyen, Yau-Jane Chen

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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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Context-Tailored Food-Based Nutrition Education and Counseling for Pregnant Women to Improve Birth Outcomes: A Cluster-Randomized Controlled Trial in Rural Malawi by Penjani Rhoda Kamudoni, Lillian Kaunda, Marion Tharrey, Maggie Mphande, Shyreen Chithambo, Elaine Ferguson, Zumin Shi, Ibrahimu Mdala, Kenneth Maleta, Alister Munthali, Gerd Holmboe-Ottesen, Per Ole Iversen

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Ways to improve the efficiency of automatic control systems of pressing current collectors for railway service of high speeds by A. S. GOLUBKOV, O. A. SIDOROV, S. N. SMERDIN

“…With increasing operation speeds, the dynamic loads on the current collector from the rolling stock increase and the aerodynamic impact increases as well, which leads to an increase in the variation of the contact pressure, tearing off the current collector from the contact wire, arcing in contact and increased wear of the contact elements. …”
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Thermal Load Influence during the Formation of Al-Al Contacts on the Electrical Parameters of the Integrated Circuits with Aluminum-Polysilicon Contacts by V. A. Pilipenko, V. A. Solodukha, N. S. Kovalchuk, J. A. Solovjov, D. V. Shestovski, D. V. Zhyhulin

“…An analysis of the currentvoltage characteristics showed that they are all identical, except for the course of the direct branch of the base current value from the emitter-base voltage. The deviation of the linear nature of this dependence in the region of their low voltage values (£ 200 mV) in the case of the formation of ohmic Al-Si and Al-Al contacts with the use of long-term heat treatments is due to the predominance of the generation-recombination current in this region associated with an increased density of traps in the depleted region and on the surface of the semiconductor. …”
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Phthalates and Non-Phthalate Plasticizers and Thyroid Dysfunction: Current Evidence and Novel Strategies to Reduce Their Spread in Food Industry and Environment by Francesca Gorini, Alessandro Tonacci, Chiara Sanmartin, Francesca Venturi

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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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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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Evaluation of Temporal Changes in Evapotranspiration and Crop Water Requirements in the Context of Changing Climate: Case Study of the Northern Bucharest–Ilfov Development Region,... by Florentina Iuliana Mincu, Daniel Constantin Diaconu, Dana Maria Oprea Constantin, Daniel Peptenatu

“…The methodology used highlights this fact, showing that major changes are needed in the choice of crop schemes and future technological processes in the current context of climate change. The current results of the study, conducted over a period of 30 years (1991–2020), showed that the climatic, land use and economic changes in the study area have led to a decrease in evapotranspiration and crop water requirements due to the amounts of precipitation that can provide for the water needs of strawberry, sunflower and pea crops. …”
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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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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

“…Additional reductions were seen with increased coverage of DOT, TPT adherence, and contact investigation rates (−14.4 [−13 to −16.2]), and by combining these with efforts to reduce TB cases among vulnerable populations (−23.6 [−26.3 to −41.4]), potentially lowering incidence to 18.5 [7.8–28.4] per 100,000, though still above WHO targets. …”
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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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The recent trend of twin epidemic in the United States: a 10-year longitudinal cohort study of co-prescriptions of opioids and stimulantsResearch in context by Seungyeon Lee, Wenyu Song, David W. Bates, Richard D. Urman, Ping Zhang

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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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Derating of Electrical Contacts with Varying Surface Roughness by Veronika Kharina, Andrzej Kurek

“…Surfaces with lower roughness (R_z = 2 μm) exhibited better electrical conductivity, lower contact resistance, and slower temperature rise as the current load increased. …”
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