<p>Asking the right questions: Benchmarking large language models in the development of clinical consultation templates</p>

Liam G. McCoy; Fateme Nateghi  Haredasht; David Wu; David JH Wu; Sarita Khemani; Vishnu Ravi; Saloni Kumar Maharaj; Kelvin Zhenghao Li; Abass Conteh; Yingjie Weng; Kanav Chopra; Daniel Shirvani; Leah Rosengaus; Arth Pahwa; Lena Giang; Olivia Jee; Ethan Goh; Jonathan H. Chen

doi:10.7490/f1000research.1120392.1

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McCoy LG, Haredasht FN, Wu D et al. Asking the right questions: Benchmarking large language models in the development of clinical consultation templates [version 1; not peer reviewed]. F1000Research 2025, 14:1249 (poster) (https://doi.org/10.7490/f1000research.1120392.1)

NOTE: it is important to ensure the information in square brackets after the title is included in this citation.

Asking the right questions: Benchmarking large language models in the development of clinical consultation templates

Liam G. McCoy, Fateme Nateghi Haredasht, David Wu, David JH Wu, Sarita Khemani, Vishnu Ravi, Saloni Kumar Maharaj, Kelvin Zhenghao Li, Abass Conteh, Yingjie Weng, Kanav Chopra, Daniel Shirvani, Leah Rosengaus, Arth Pahwa, Lena Giang, Olivia Jee, Ethan Goh¹, Jonathan H. Chen

Published 13 Nov 2025 (https://doi.org/10.7490/f1000research.1120392.1)

Author Affiliations

¹ Stanford University, USA

Copyright © 2025 McCoy LG et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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CITE

Published 13 Nov 2025

Asking the right questions: Benchmarking large language models in the development of clinical consultation templates
[version 1; not peer reviewed]

Author Affiliations

¹ Stanford University, USA

Presented at

Pacific symposium on biocomputing 2026

Abstract

Competing Interests

No competing interests were disclosed

Keywords

Artificial Intelligence, Medical Consultation

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