ChatGPT and other large language models are being studied for their ability to provide correct diagnoses in numerous clinical areas. This study sought to evaluate ChatGPT's ability to identify diagnostic errors in case studies. ChatGPT was able to identify diagnostic errors in 95% of the 545 case reports. The results suggest ChatGPT could be used to screen for possible diagnostic errors in electronic health records, but significant research and testing is still required.