Research Letter

Ambient Artificial Intelligence Scribes and Physician Financial Productivity

JAMA Network Open 10.1001/jamanetworkopen.2025.53233

January 09, 2026 at 11:00 AM EST

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This cohort study evaluates physician revenue, patient volumes, and claim denials among adopters and nonadopters of artificial intelligence–based clinical documentation tools in one health system.

Corresponding Author: A Jay Holmgren, PhD, MHI, Division of Clinical Informatics and Digital Transformation, UC San Francisco, 10 Koret Way, Office 327A, San Francisco, CA 94131 (a.holmgren@ucsf.edu).

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