Diagnostic over- and under-confidence in primary care can result in misdiagnosis, impacting millions of patients every year. This intervention study evaluated the effect of peer input on diagnostic confidence on cases with diagnostic uncertainty. In cases with high diagnostic uncertainly, peer input increased provider confidence.