Evaluating methods for risk prediction of Covid-19 mortality in nursing home residents before and after vaccine availability: a retrospective cohort study

Evaluating methods for risk prediction of Covid-19 mortality in nursing home residents before and after vaccine availability: a retrospective cohort study

Abstract Background SARS-CoV-2 vaccines are effective in reducing hospitalization, COVID-19 symptoms, and COVID-19 mortality for nursing home (NH) residents. We sought to compare the accuracy of various machine learning models, examine changes to model performance, and identify resident characterist...

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Bibliographic Details
Main Authors: Komal Aryal, Fabrice I. Mowbray, Anna Miroshnychenko, Ryan P. Strum, Darly Dash, Michael P. Hillmer, Kamil Malikov, Andrew P. Costa, Aaron Jones
Format: Article
Language:English
Published: BMC 2024-03-01
Series:BMC Medical Research Methodology
Subjects:
Long-term care
Nursing home
Older adults
COVID-19
Prediction modeling
Cohort study
Online Access:https://doi.org/10.1186/s12874-024-02189-3

Internet

https://doi.org/10.1186/s12874-024-02189-3

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