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Collaborative Large Language Models for Automated Data Extraction in Living Systematic Reviews

Muhammad Ali Khan, Umair Ayub,Syed Arsalan Ahmed Naqvi,Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra,Ammad Raina, Sihan Zhou,Huan He,Amir Saeidi,Bashar Hasan, Robert Bryan Rumble,Danielle S. Bitterman,Jeremy L. Warner, Jia Zou,Amye J. Tevaarwerk,Konstantinos Leventakos,Kenneth L. Kehl,Jeanne M. Palmer,Mohammad Hassan Murad,Chitta Baral,Irbaz bin Riaz

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION（2025）

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Key words
systematic review,meta-analysis,large language models,data extraction,natural language processing
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