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Investigating the clinical reasoning abilities of large language model GPT-4: an analysis of postoperative complications from renal surgeries.

Jessica Y HsuehDaniel NethalaShiva SinghW Marston LinehanMark W Ball
Published in: Urologic oncology (2024)
GPT-4 was able to accurately detect if there were any postoperative complications. It struggled with the complex task of further analyzing complications, especially with Clavien-Dindo classification, which requires more critical thinking and interpretation. While GPT-4 is not yet ready for advanced postoperative complication analysis, it can still be used to support clinicians in this endeavor.
Keyphrases
  • machine learning
  • deep learning
  • patients undergoing
  • palliative care
  • autism spectrum disorder
  • risk factors