Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator Variables

OBJECTIVE:. Specific factors affecting generalizability of clinical prediction models are poorly understood. Our main objective was to investigate how measurement indicator variables affect external validity in clinical prediction models for predicting onset of vasopressor therapy. DESIGN:. We fit l...

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Bibliographic Details
Main Authors: Joseph Futoma, PhD, Morgan Simons, MD, Finale Doshi-Velez, PhD, Rishikesan Kamaleswaran, PhD
Format: Article
Language:English
Published: Wolters Kluwer 2021-07-01
Series:Critical Care Explorations
Online Access:http://journals.lww.com/10.1097/CCE.0000000000000453