Feasibility Study for Using Large Language Models to Identify Goals-of-Care Documentation at Scale in Patients With Advanced Cancer.

Journal: JCO oncology practice
Published Date: Apr 10, 2025

Abstract

PURPOSE: The purpose of our study was to (1) use a large language model (LLM) to identify goals-of-care (GOC) conversations in a large volume of notes, and (2) explore the potential of LLMs for a novel summarization task.

Authors

  • Nicole D Agaronnik
    Harvard Medical School, Boston, MA.
  • Joshua Davis
    Dana-Farber Cancer Institute, Boston, MA.
  • Christopher R Manz
    Harvard Medical School, Boston, MA.
  • James A Tulsky
    Harvard Medical School, Boston, MA.
  • Charlotta Lindvall
    Harvard Medical School, Boston, MA.

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