JMIR Medical Informatics (Sep 2024)

Practical Aspects of Using Large Language Models to Screen Abstracts for Cardiovascular Drug Development: Cross-Sectional Study

  • Jay G Ronquillo,
  • Jamie Ye,
  • Donal Gorman,
  • Adina R Lemeshow,
  • Stephen J Watt

DOI
https://doi.org/10.2196/64143
Journal volume & issue
Vol. 12
pp. e64143 – e64143

Abstract

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AbstractCardiovascular drug development requires synthesizing relevant literature about indications, mechanisms, biomarkers, and outcomes. This short study investigates the performance, cost, and prompt engineering trade-offs of 3 large language models accelerating the literature screening process for cardiovascular drug development applications.