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September 10, 2025JCO oncology advances.Open Access

ChatGPT Performance as Patient-Facing Triaging Tool in Oncology

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Authors

LCLisa ChanCBCarlo BosiDPDaniel S. Peiffer

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Overview

Observational analysis assessed chatgpt's diagnostic accuracy in oncology, suggesting its clinical utility.

Key Points

  • The majority of LLM-generated diagnoses were correct, with 89% identified as the top choice in clinical scenarios.
  • Out of 849 generated questions, 97% were deemed highly medically appropriate, indicating effective triaging.
  • An analysis of 132 simulated interactions showed that triage recommendations were rated highly appropriate in 92% of cases.
  • Overall agreements between physician raters regarding chatgpt's performance metrics varied from 77% to 86%.

Cite This Study

Chan et al. (2025) studied this question.

synapsesocial.com/papers/68c23cf6b210217d6478bae1https://doi.org/10.1200/oa-25-00069
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  1. 1Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum2023 · 2,604 citations