Robert W Turer, Stephen Gradwohl, Justine Stassun, Jakobi Johnson, Jason Slagle, Carrie Reale, Russ Beebe, Hui Nian, Yuwei Zhu, Dan Albert, Tim Coffman, Hala Alaw, Tom Wilson, Shari Just, Perry Peguillan, Heather Freeman, Donald H Arnold, Judith M Martin, Srinivasan Suresh, Scott Coglio, Ryan Hixon, Krow Ampofo, Andrew T Pavia, Matthew Weinger, Derek Williams, Asli Ozdas Weitkamp
OBJECTIVE: To support a pragmatic, electronic health record (EHR)-based randomized controlled trial, we applied user-centered design (UCD) principles, evidence-based risk communication strategies, and interoperable software architecture to design, test, and deploy a prognostic tool for children in emergency departments (EDs) with pneumonia. METHODS: Risk for severe in-hospital outcomes was estimated using a validated ordinal logistic regression model to classify pneumonia severity...
April 2, 2024: Applied Clinical Informatics