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This study was approved by the Joint Research Ethics Board (JREB) at Ontario Shores Centre for Mental Health Sciences and Ontario Tech University (JREB Number: 21-011-B). Informed consent was obtained from all participants’ substitute decision makers, as the participants had advanced dementia and were unable to provide consent themselves.
JMIR Aging 2025;8:e68156
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Conversational Systems for Social Care in Older Adults: Protocol for a Scoping Review
JMIR Res Protoc 2025;14:e72310
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(A) Mortality predictor model and (B) ICU admission predictor metrics. AUC: area under the receiver operating characteristic curve; TNR: true negative rate; TPR: true positive rate.
Global predictors ROCs for mortality and ICU admissions.
Model validation using new records confirms the performance of the global models. With validation hospitalized dataset, the exitus global model has a sensitivity of 0.86, specificity of 0.74, PPV of 0.24 (18/79), NPV of 0.98 (160/163), and AUC of 0.85.
J Med Internet Res 2025;27:e70674
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A New Wearable System for Personal Air Pollution Exposure Estimation: Pilot Observational Study
Each point represents a distinct microenvironment: a laboratory (A), a gas station (B), a park (C), an intersection with traffic light (D), a train station (E), a small park (F) in which there is also a fixed station of the Lombardy regional agency for environmental protection (Agenzia Regionale per la Protezione Ambientale; ARPA) and a low traffic street (G). Participants were seated in points A, F, and G, and standing in points B, C, D, and E.
JMIR Mhealth Uhealth 2025;13:e60426
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