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Non-randomized Protocols and Methods (ehealth) (1107) Clinical Information and Decision Making (3813) Natural Language Processing (1312) Artificial Intelligence (4897) Generative Language Models Including ChatGPT (1578) AI Language Models in Health Care (777) Applications of AI (1028)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/103220, first published .
Doctor contemplating a holographic medical AI model.

Process-Oriented, Behaviorally Anchored Assessment of Clinical Reasoning in Large Language Models and the Effect of Extended Thinking: Protocol for a Prospective, Multigroup, Comparative Study

Process-Oriented, Behaviorally Anchored Assessment of Clinical Reasoning in Large Language Models and the Effect of Extended Thinking: Protocol for a Prospective, Multigroup, Comparative Study

Authors of this article:

Adnan Agha1 Author Orcid Image ;   Muhammad Jalil2 Author Orcid Image ;   Eram Anwar1 Author Orcid Image ;   Omran Bakoush1 Author Orcid Image
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Adnan Agha   1 , MBBS, MRCP, FRCP, Dual CCT ;   Muhammad Jalil   2 , PhD ;   Eram Anwar   1 , MBBS, MSc ;   Omran Bakoush   1 , PhD

1 Department of Internal Medicine, College of Medicine and Health Sciences, United Arab Emirates University, AlAin, Abu Dhabi, United Arab Emirates

2 College of Business and Economics, United Arab Emirates University, AlAin, Abu Dhabi, United Arab Emirates

Corresponding Author:

  • Adnan Agha, MBBS, MRCP, FRCP, Dual CCT
  • Department of Internal Medicine
  • College of Medicine and Health Sciences
  • United Arab Emirates University
  • Tawam Street, Al-Maqam District
  • PO Box 15551
  • AlAin, Abu Dhabi
  • United Arab Emirates
  • Phone: 971 37177677
  • Email: adnanagha@uaeu.ac.ae