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The Accuracy and Potential Racial and Ethnic Biases of GPT-4 in the Diagnosis and Triage of Health Conditions: Evaluation Study.

Naoki ItoSakina KadomatsuMineto FujisawaKiyomitsu FukaguchiRyo IshizawaNaoki KandaDaisuke KasugaiMikio NakajimaTadahiro GotoYusuke Tsugawa
Published in: JMIR medical education (2023)
GPT-4's ability to diagnose and triage typical clinical vignettes was comparable to that of board-certified physicians. The performance of GPT-4 did not vary by patient race and ethnicity. These findings should be informative for health systems looking to introduce conversational artificial intelligence to improve the efficiency of patient diagnosis and triage.
Keyphrases
  • artificial intelligence
  • emergency department
  • machine learning
  • case report
  • big data
  • deep learning
  • healthcare
  • primary care
  • public health
  • mental health
  • human health
  • risk assessment
  • social media