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Accepted for/Published in: JMIR AI

Date Submitted: Aug 4, 2025
Date Accepted: Dec 6, 2025

The final, peer-reviewed published version of this preprint can be found here:

Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Pulick E, Carey KA, Qyli T, Oguss MK, Picart JK, Penumalee L, Nezirova LK, Tully ST, Gilbert ER, Shah NS, Ravichandran U, Afshar M, Edelson DP, Mintz Y, Churpek MM

Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

JMIR AI 2026;5:e81642

DOI: 10.2196/81642

PMID: 41544252

PMCID: 12810948

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Per the author's request this version is not available.