Accessibility settings

This paper is in the following e-collection/theme issue:

Bioinformatics Web Tools (10) Environmental Health (292) Digital Health Reporting Standards, Quality and Transparency in e-Research (261) Development and Evaluation of Research Methods, Instruments and Tools (1480) Research Methodology - AI (219) Generative Language Models Including ChatGPT (1690) Applications of AI (1146) Statistical and Methodological Rigor (14)

Published on in Vol 7 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99716, first published .
Woman points at laptop screen displaying project management software dashboard

Large Language Model Risk of Bias Assessment for Studies in Environmental Health: Proof-of-Concept Study

Large Language Model Risk of Bias Assessment for Studies in Environmental Health: Proof-of-Concept Study

Authors of this article:

Gaelen P Adam1 Author Orcid Image ;   Eitan Agai2 Author Orcid Image ;   Riaz Qureshi3, 4 Author Orcid Image ;   Naeem Meman2 Author Orcid Image ;   Stephanie Qureshi2 Author Orcid Image ;   Winifred W Yu2 Author Orcid Image ;   Juleen Lam5 Author Orcid Image ;   Karen A Robinson6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Gaelen P Adam   1 , MLIS, MPH, PhD ;   Eitan Agai   2 , MSc ;   Riaz Qureshi   3, 4 , MSc, PhD ;   Naeem Meman   2 , MSc ;   Stephanie Qureshi   2 ;   Winifred W Yu   2 , RD, PhD ;   Juleen Lam   5 , MS, MHS, PhD ;   Karen A Robinson   6 , MSc, PhD

1 Center for Evidence Synthesis in Health, Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, United States

2 PICO Portal, St. Petersburg, FL, United States

3 Department of Ophthalmology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States

4 Department of Epidemiology, School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States

5 Department of Public Health, California State University, East Bay, Hayward, CA, United States

6 Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, United States

Corresponding Author:

  • Gaelen P Adam, MLIS, MPH, PhD
  • Center for Evidence Synthesis in Health, Department of Health Services, Policy, and Practice
  • Brown University School of Public Health
  • 121 South Main St
  • Providence, RI 02903
  • United States
  • Phone: 1 617-470-5685
  • Email: gaelen.adam@gmail.com