Propagation of Interpreter Errors by Ambient AI Scribes: Study Using Simulated Clinical Encounters

Abstract In simulated English and Spanish clinical encounters, ambient AI scribes propagated interpreter errors into clinical notes, with patterns varying by speaker role and error type. These findings highlight the need for further evaluation of AI-scribe performance in multilingual and interpreter-mediated clinical care.

Authors

Publication Details

Journal
JMIR Medical Informatics
Published
2026-07-28
DOI
https://doi.org/10.2196/88734
Primary Topic
Interpreting and Communication in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Propagation of Interpreter Errors by Ambient AI Scribes: Study Using Simulated Clinical Encounters

S. Sandoval-Gonzalez, Efren Aguilar, Douglas S. Bell, Alonso J. Iñiguez et al.
JMIR Medical Informatics
Interpreting and Communication in Healthcare
article

Propagation of Interpreter Errors by Ambient AI Scribes: Study Using Simulated Clinical Encounters

S. Sandoval-Gonzalez, Efren Aguilar, Douglas S. Bell, Alonso J. Iñiguez, Alexandra Rabotin, Jeffrey Arroyo, Eric Lee, Christina Jung
article en

Abstract

Abstract In simulated English and Spanish clinical encounters, ambient AI scribes propagated interpreter errors into clinical notes, with patterns varying by speaker role and error type. These findings highlight the need for further evaluation of AI-scribe performance in multilingual and interpreter-mediated clinical care.

JMIR Medical InformaticsVol. 14
Quality Education
Openalex Percentile: Top 5%
Interpreting and Communication in Healthcare
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.