Uncertainty estimation in diagnosis generation from large language models: Next-word probability is not pre-Test probability

Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy Miller, Danielle S. Bitterman, Guanhua Chen, Anoop Mayampurath, Matthew M. Churpek, Majid Afshar

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article numberooae154
JournalJAMIA Open
Volume8
Issue number1
DOIs
StatePublished - Feb 1 2025

ASJC Scopus Subject Areas

  • Health Informatics

Keywords

  • diagnostic uncertainty
  • electronic health records
  • large language models
  • machine learning

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