Association of Risk of Bias Elements with Reported Discrimination Performance of Clinical Prediction Models

2026 Preprint Open access

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Authors: Mathijs J Biemond, Taco Boltje, Christian Cao, John P. A. Ioannidis
DOI: 10.17605/osf.io/hwpsk
Cited by: 0

Abstract

By quantifying the relationship between risk of bias and discrimination across a broad sample of CPM evaluations, this study aims to provide empirical insight into the credibility and interpretability of reported model performance, thereby informing judgements on the reliability and eventually potential usefulness of current CPMs.

Fields of Study & Subjects

Meta-analysis and systematic reviews Statistical Methods in Epidemiology Clinical Reasoning and Diagnostic Skills

Publication details

Publication date
1 January 2026
Language
EN
Document type
Preprint