A Risk Prediction Model for Physical Restraints Among Older Chinese Adults in Long-term Care Facilities: Machine Learning Study

BACKGROUND: Numerous studies have identified risk factors for physical restraint (PR) use in older adults in long-term care facilities. Nevertheless, there is a lack of predictive tools to identify high-risk individuals. OBJECTIVE: We aimed to develop machine learning (ML)–based models to predict th...

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Detalles Bibliográficos
Autores principales: Wang, Jun, Chen, Hongmei, Wang, Houwei, Liu, Weichu, Peng, Daomei, Zhao, Qinghua, Xiao, Mingzhao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10131772/
https://www.ncbi.nlm.nih.gov/pubmed/37023416
http://dx.doi.org/10.2196/43815

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