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New initiative translates peer-reviewed findings on data reliability into principles and criteria for real-world evidence teams
Each brief takes a single finding from a peer-reviewed Verantos manuscript and restates it as principles and criteria that real-world evidence teams can apply in their research.
Endpoint validation
Confidence in a small number of well-validated endpoints cannot offset systematic under-capture and misclassification of routine clinical variables.
Completeness
Adding patients improves precision, but not necessarily validity; missing required sources per patient can still cause bias and misclassification.