Automated analyses of risk of bias and critical appraisal of systematic reviews (ROBIS and AMSTAR 2): a comparison of the performance of 4 large language models.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Jul 18, 2025

Abstract

OBJECTIVES: To explore the performance of 4 large language model (LLM) chatbots for the analysis of 2 of the most commonly used tools for the advanced analysis of systematic reviews (SRs) and meta-analyses.

Authors

  • Diego A Forero
    School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá, Colombia. dforero41@areandina.edu.co.
  • Sandra E Abreu
    Psychology Program, Fundación Universitaria del Área Andina, Medellín, Colombia.
  • Blanca E Tovar
    Nursing Program, School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá, Colombia.
  • Marilyn H Oermann
    School of Nursing, Duke University, Durham, North Carolina, USA.

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