Responsible AI for Predicting Delayed Hospital Discharge Among Older Adults: Development and Evaluation Study for Balancing Accuracy, Equity, and Explainability

Somayeh Ghazalbash   ¹ , PhD ;   Manaf Zargoush   ¹ , PhD ;   Sara JT Guilcher   ^{2, 3} , PT, PhD ;   Kerry Kuluski   ^{4, 5} , MSW, PhD

¹ Health Policy and Management, DeGroote School of Business, McMaster University, Hamilton, ON, Canada

² Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada

³ Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada

⁴ Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada

⁵ Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada