Community-acquired pneumonia identification from electronic health records in the absence of a gold standard: A Bayesian latent class analysis.

Community-acquired pneumonia (CAP) is common and a significant cause of mortality. However, CAP surveillance commonly relies on diagnostic codes from electronic health records (EHRs), with imperfect accuracy. We used Bayesian latent class models with multiple imputation to assess the accuracy of CAP...

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Bibliographic Details
Main Authors: Jia Wei, Kevin Yuan, Augustine Luk, A Sarah Walker, David W Eyre
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-07-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000936
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