Combining ratings from multiple physician reviewers helped to overcome the uncertainty associated with adverse event classification.
This study used Bayesian statistical methodology to evaluate the accuracy of medical error detection by standard retrospective case review. Due to suboptimal inter-rater reliability, use of a single case reviewer tended to overestimate the likelihood of errors, but use of multiple reviewers increased accuracy.