Leadership, teams & governance
Open journal researchCC BY 4.0

Effect of Large Language Model–Powered Virtual Standardized Patients on History-Taking Among Undergraduate Medical Students: Propensity-Matched Cohort Study

Yuchen He; Chen Chen; Rong Yin; Wuyang Zhang; Haoli Chang; Wei Yang; Fei Li; Xinhua Li; Zhuying Xia; Xiaoyun Xie; Jing Huang; Qiuming Zeng; Guang Yang; Jing Wu

JMIR Medical Education · JMIR Publications Inc. · Published: 2026-09-09

Journal article in Europe PMC

The paper agent searches this saved, licensed text and returns exact passages. It does not generate new claims, assess study quality, or replace the original paper. Research settings vary; relevance to school leadership requires editorial judgment.

Read the actionable education leadership companion →

Opening the verified paper and agent…

Checking the article identity, license record, and saved source text.

Open the repository record