Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study

Vimig Socrates   ^{1, 2 *} , MS ;   Donald S Wright   ^{3, 4 *} , MD, MHS ;   Thomas Huang   ³ , BS ;   Soraya Fereydooni   ³ , BS ;   Christine Dien   ² , BS ;   Ling Chi   ³ , BS ;   Jesse Albano   ⁵ , PharmD, BCPS, BCEMP ;   Brian Patterson   ⁶ , MD, MPH ;   Naga Sasidhar Kanaparthy   ^{3, 4} , MD, MPH ;   Catherine X Wright   ⁷ , MD ;   Andrew Loza   ^{1, 3} , MD, PhD ;   David Chartash   ^{1, 8} , PhD ;   Mark Iscoe   ^{1, 3} , MD, MHS ;   Richard Andrew Taylor   ^{1, 3, 9} , MD, MHS

¹ Department of Biomedical Informatics and Data Science, School of Medicine, Yale University, New Haven, CT, United States

² Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT, United States

³ Department of Emergency Medicine, School of Medicine, Yale University, New Haven, CT, United States

⁴ VA Connecticut Healthcare System, US Department of Veterans Affairs, West Haven, CT, United States

⁵ Department of Pharmacy, Yale New Haven Hospital, New Haven, CT, United States

⁶ BerbeeWalsh Department of Emergency Medicine, University of Wisconsin–Madison, Madison, WI, United States

⁷ Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States

⁸ School of Medicine, University College Dublin, Dublin, Ireland

⁹ Department of Biostatistics, School of Public Health, Yale University, New Haven, CT, United States

*these authors contributed equally