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This paper is in the following e-collection/theme issue:

Ambient AI Scribes and AI-Driven Documentation Technologies (114) Web-based and Mobile Health Interventions (5944) Human Factors and Usability Case Studies (1330) Physician and Healthcare Worker Burnout (220)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89329, first published .
Female surgeon in blue scrubs and mask adjusts monitor in operating room.

Ambient AI Scribe Technology and Perceived Documentation Efficiency Among Surgeons: Cross-Sectional Study

Ambient AI Scribe Technology and Perceived Documentation Efficiency Among Surgeons: Cross-Sectional Study

Authors of this article:

Sophia Luo1 Author Orcid Image ;   Katlyn McKay2 Author Orcid Image ;   Tatiana Zabaleta1 Author Orcid Image ;   Jeffrey S Upperman1 Author Orcid Image ;   Jamie R Robinson1, 3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Sophia Luo   1 , MS ;   Katlyn McKay   2 , MD ;   Tatiana Zabaleta   1 , MPH, MD ;   Jeffrey S Upperman   1 , MD ;   Jamie R Robinson   1, 3 , MD, PhD

1 Department of Pediatric Surgery, Vanderbilt University Medical Center, Monroe Carell Jr. Children's Hospital, Nashville, TN, United States

2 Section of Surgical Sciences, Vanderbilt University Medical Center, Nashville, TN, United States

3 Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States

Corresponding Author:

  • Sophia Luo, MS
  • Department of Pediatric Surgery
  • Vanderbilt University Medical Center, Monroe Carell Jr. Children's Hospital
  • 2200 Children's Way
  • Nashville, TN 37232
  • United States
  • Phone: 1 919 935 1339
  • Email: sophia.luo@vanderbilt.edu