Performance of Local Large Language Models for Adjudicating Heart Failure Hospitalizations

Affiliations

• ¹ Richard A. and Susan F. Smith Center for Outcomes Research (R.A., A.S.O., L.X.M., R.W.Y., R.K.W.), Beth Israel Deaconess Medical Center, Boston, MA.
• ² Massachusetts Institute of Technology, Cambridge, MA (R.A.).
• ³ Brigham and Women's Hospital Heart and Vascular Center (R.A.), Harvard Medical School, Boston, MA.
• ⁴ Department of Biomedical Informatics (A.K.M.), Harvard Medical School, Boston, MA.
• ⁵ Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, New York, NY (D.L.B.).
• ⁶ Division of Cardiology, Department of Medicine (J.E.H.), Beth Israel Deaconess Medical Center, Boston, MA.
• ⁷ Department of Medicine (A.R.), Beth Israel Deaconess Medical Center, Boston, MA.