Large Language Models for Clinical Data Extraction in Workplace Injury Rehabilitation: Protocol for a Retrospective Pilot Study of Accuracy, Fairness, and Methodological Considerations in Workers’ Compensation Medical Chart Review

Armaan Rehman Shah   ¹ , BSc ;   Barbara Gorczyca Abel   ² , BSc, BScPT, MHM ;   Majid Komeili   ³ , PhD ;   Basem Gohar   ^{4, 5} , PhD ;   Behdin Nowrouzi-Kia   ^{1, 5, 6} , PhD

¹ Department of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada

² Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada

³ School of Computer Science, Carleton University, Ottawa, ON, Canada

⁴ Department of Population Medicine, University of Guelph, Guelph, ON, Canada

⁵ Centre for Research in Occupational Safety and Health, Laurentian University, Sudbury, ON, Canada

⁶ Krembil Research Institute-University Health Network, Toronto Western Hospital, Toronto, ON, Canada