The attractiveness of the teaching profession: a integrative literature review by Leanete Thomas Dotta, Sónia Rodrigues, Luciana Joana, Maria João Carvalho, Maria João Carvalho

“…Future research should explore targeted strategies to support early-career teachers and examine the socio-economic factors that influence career decisions. …”
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Case Reports: The core of practice-based evidence by Antonio Villa

“…Nevertheless, medicine must often satisfy the patient that could be affected by a condition for which no study or guidelines can support the clinical decision more than the practical experience of the same medical doctor and/or the preferences given by the patient. …”
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Young Adults, Technology, and Weight Loss: A Focus Group Study by Janna Stephens, Gyasi Moscou-Jackson, Jerilyn K. Allen

“…Results also indicated that young adults struggle to make healthy food choices and have priorities that outweigh exercise and they need support and guidance to make better decisions. In conclusion, young adults would be open to using Smartphone technology for weight loss but also need feedback and guidance to help make healthy decisions.…”
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Construction and validation of a prediction model for fall risk in hospitalized older adults with osteoporosis by Li Sun, Hai-Yan Gu, Guan-Hua Xu, Jia-Wei Jiang, Ting-Ting Wang, Dan-Dan Li, Bai-Hong Cui

“…Calibration curves showed good agreement between predicted and observed values, confirming good calibration. The clinical decision curve analysis further supported the model’s clinical utility.ConclusionThe prediction model constructed and verified in this study was to predict fall risk for hospitalized older adults with osteoporosis, providing a valuable tool for clinicians to implement targeted interventions for patients with high fall risks.…”
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The rehabilitation of children with brain tumors using exergames: a scoping review protocol by Catarina Dias Ribeiro, Pedro José Moreira Barbosa, Sandra Sofia Barbosa Pinto de Almeida, Goreti Filipa dos Santos Marques, José Miguel dos Santos Castro Padilha

“…Final considerations: The mapping of interventions using exergames in the rehabilitation of school-age children with brain tumors could lead to reflection on the main components to be considered in intervention programs, supporting informed nursing decision-making and identifying the main areas of interest for research. …”
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Attitudes of radiologists and interns toward the adoption of GPT-like technologies: a National Survey Study in China by Tianyi Xia, Shijun Zhang, Ben Zhao, Ying Lei, Zebin Xiao, Bingwei Chen, Junhao Zha, Yaoyao Yu, Zhijun Wu, Chunqiang Lu, Tianyu Tang, Yang Song, Yuancheng Wang, Shenghong Ju

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Harm reduction strategies in acute care for people who use alcohol and/or drugs: A scoping review. by Daniel Crowther, Janet Curran, Mari Somerville, Doug Sinclair, Lori Wozney, Shannon MacPhee, Annette Elliott Rose, Leah Boulos, Alexander Caudrella

“…<h4>Findings</h4>The database search identified 14,580 titles, with 59 studies included in this review. A variety of intervention modalities including pharmacological, decision support, safer consumption, early overdose detection and turning a blind eye were identified. …”
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Application of large language models in disease diagnosis and treatment by Xintian Yang, Tongxin Li, Qin Su, Yaling Liu, Chenxi Kang, Yong Lyu, Lina Zhao, Yongzhan Nie, Yanglin Pan, Yuanyuan Ji

“…These models can also assist in treatment planning by suggesting evidence-based interventions and improving clinical decision support systems through integrated analysis of patient records. …”
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A cross-sectional study of parental perspectives on children about COVID-19 and classification using machine learning models by Fahmida Kousar, Arshiya Sultana, Marwan Ali Albahar, Manoj Shamkuwar, Md Belal Bin Heyat, Mohd Ammar Bin Hayat, Saba Parveen, John Irish G. Lira, John Irish G. Lira, Khaleequr Rahman, Abdullah Alammari, Eram Sayeed

“…The efficacy of advanced analytics, exemplified by the SVM classifier, underscores the potential for informed decision-making in public health communication and targeted interventions, ultimately empowering parents to safeguard their children’s well-being amidst the ongoing pandemic.…”
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Reducing catheter-associated urinary tract infections in a large health system: a quality improvement approach using a fractal management system by Elie A. Saade, Esther J. Thatcher, Tina Lewis, Susan Carr, Marcia Cornell, Rachel Arnold, Lisa Bushong, Zainab Albar, Peter Pronovost

“…Updated policies and protocols, coupled with clear guidelines and decision support tools, facilitated effective urinary management. …”
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Applying implementation science frameworks to understand why fisherfolk continue or discontinue pre-exposure prophylaxis for HIV prevention in Uganda: a qualitative analysis by Simon Mwima, Rhoda Kitti Wanyenze, Rose Naigino, Laura M Bogart, William Musoke, Semei C Mukama, Stella Allupo, Herbert Kadama, Barbara Mukasa

“…In the outer setting, high HIV prevalence motivated PrEP initiation, but stigma, particularly the misconception that PrEP is an antiretroviral drug used by people living with HIV, led to discontinuation.Conclusion Fisherfolk in Uganda encounter multiple barriers to PrEP continuation, with women facing more significant challenges. Enhanced support strategies are essential for improving PrEP adherence and informing future HIV prevention interventions in high-risk populations.…”
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Childbearing intentions and influencing factors among single young adults in South Korea: a cross-sectional study by Hyewon Shin, Anna Lee, Sunyeob Choi, Minjeong Jo

“…Moreover, nursing curricula should discuss factors influencing childbearing intentions to equip future nurses better to support young adults' family planning decisions.…”
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Towards carbon neutrality: mapping mass retrofit opportunities in Cambridge, UK by Humberto Mora, Ronita Bardhan

“…Using Cambridge, UK, as a case study, five neighbourhoods were identified and characterized to help determine decarbonization intervention priorities. We found that one of five clusters of neighbourhoods is HtD and requires more policy support from government for the implementation of retrofit strategies. …”
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Gouvernance et acteurs privés : le cas de la lutte contre les discriminations au travail by Romain Huët, Morgane Cantrelle

“…In fact, these various initiatives (reports, charters…), show how private players are tempted to build on a public problem, to influence relations with the State, to legitimise and support their own explanations of what is real, their own ways of defining the causes, and their solutions. …”
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Hybrid ML Algorithm for Fault Classification in Transmission Lines Using Multi-Target Ensemble Classifier with Limited Data by Abdallah El Ghaly

“…The proposed algorithm achieved an impressive overall accuracy of 0.829165, outperforming traditional methods, including the K-Nearest Neighbors Classifier, support vector classification, random forest classifier, decision tree classifier, AdaBoost classifier, gradient boosting classifier, and Gaussian NB. …”
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“Ashamed of being seen in an HIV clinic”: a qualitative analysis of barriers to engaging in HIV care from the perspectives of patients and healthcare workers in the Daraja clinical... by Elialilia S. Okello, Robert N. Peck, Benson Issarow, Godfrey Kisigo, Kelvin Abel, Donati Malibwa, Severin Kabakama, Marco Charles, Myung Lee, Thomas Rutachunzibwa, Daniel Fitzgerald, Philip Ayieko, Heiner Grosskurth, Lisa R. Metsch, Saidi Kapiga

“…The Daraja intervention was reported to help normalise HIV diagnosis, plug the social support gap, increase patients’ self-efficacy and their capacity of participants to navigate the HIV clinic during HIV clinic linkage. …”
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Enhancing epidemic preparedness: a data-driven system for managing respiratory infections by Moslem Sarani, Katayoun Jahangiri, Manoochehr Karami, Mohammadreza Honarvar

“…Phase 3 involved usability testing with health professionals who evaluated navigation, data accuracy, decision-support features, providing feedback to enhance visualization clarity and filtering capabilities. …”
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Relevance of Variations in the Opposing Dentition for the Functionality of Fixed and Removable Partial Dentures: A Systematic Review by Bernhard Pommer, Martin Krainhöfner, Georg Watzek, Gabor Tepper, Charalabos-Markos Dintsios

“…The aim of this systematic review was to evaluate the functionality of fixed and removable partial dentures as test interventions in relation to variations in the opposing dentition and their prosthetic restoration. …”
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A Multi-Systems Approach to Human Movement after ACL Reconstruction: The Musculoskeletal System by Daniel Larson, Vien Vu, Brandon M Ness, Elizabeth Wellsandt, Scot Morrison

“…After ACL injury and subsequent ACLR, examination and evaluation of the musculoskeletal system is paramount to guiding clinical decision making during the rehabilitation and the return to sport process. …”
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Improving the Forecast Accuracy of PM_2.5 Using SETAR-Tree Method: Case Study in Jakarta, Indonesia by Dinda Ayu Safira, Heri Kuswanto, Muhammad Ahsan

“…The SETAR-Tree model integrates regime-switching capabilities with decision tree principles to capture nonlinear patterns, while LSTM models long-term dependencies in time-series data. …”
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