Gender Bias in Large Language Models for Healthcare: Assignment Consistency and Clinical Implications

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Mingxuan Liu, Yuhe Ke, Wentao Zhu, Mayli Mertens, Yilin Ning, Jingchi Liao, Chuan Hong, Daniel Shu Wei Ting, Yifan Peng, Danielle S. Bitterman, Marcus Eng Hock Ong, Nan Liu

Published: 2025, Last Modified: 17 Feb 2026CoRR 2025EveryoneRevisionsBibTeXCC BY-SA 4.0