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

Responsible Health AI (217) Chatbots and Conversational Agents (1152) Health and Risk Communication (141) Colon and Rectal Cancer (81) Generative Language Models Including ChatGPT (1462) AI Language Models in Health Care (716)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/88581, first published .
Doctor consoles patient while colleague looks on, medical scans in background.

Correctness, Harmfulness, and Diversity of Large Language Models for Colonoscopy Preparation Assistance: Comparative Evaluation Study

Correctness, Harmfulness, and Diversity of Large Language Models for Colonoscopy Preparation Assistance: Comparative Evaluation Study

Authors of this article:

Tomiris Kaumenova1 Author Orcid Image ;   Subhankar Chakraborty2 Author Orcid Image ;   Eric Fosler-Lussier1, 3 Author Orcid Image ;   Kebire Gofar4 Author Orcid Image ;   Isaiah Metcalf5, 6 Author Orcid Image ;   Andrew Perrault3 Author Orcid Image ;   Michael White1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Tomiris Kaumenova   1 , BA ;   Subhankar Chakraborty   2 , MD, PhD ;   Eric Fosler-Lussier   1, 3 , PhD ;   Kebire Gofar   4 , MD, MPH ;   Isaiah Metcalf   5, 6 , MD ;   Andrew Perrault   3 , PhD ;   Michael White   1 , PhD

1 Department of Linguistics, The Ohio State University, Columbus, OH, United States

2 Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States

3 Department of Computer Science & Engineering, The Ohio State University, Columbus, OH, United States

4 Department of Internal Medicine, Brookdale University Hospital Medical Center, Brooklyn, NY, United States

5 College of Medicine, The Ohio State University, Columbus, OH, United States

6 Novant Health New Hanover Regional Medical Center, Wilmington, NC, United States

Corresponding Author:

  • Tomiris Kaumenova, BA
  • Department of Linguistics
  • The Ohio State University
  • 1712 Neil Ave
  • Columbus, OH 43210
  • United States
  • Email: kaumenova.1@osu.edu