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 log...

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Detalles Bibliográficos
Autores principales: Futoma, Joseph, Simons, Morgan, Doshi-Velez, Finale, Kamaleswaran, Rishikesan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
Predictive Modeling Report
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238368/
https://www.ncbi.nlm.nih.gov/pubmed/34235453
http://dx.doi.org/10.1097/CCE.0000000000000453

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238368/
https://www.ncbi.nlm.nih.gov/pubmed/34235453
http://dx.doi.org/10.1097/CCE.0000000000000453

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