Medical language matters: impact of clinical summary composition on a generative artificial intelligence’s diagnostic accuracy

Several distinct PR factors improved ChatGPT diagnostic accuracy. These factors have previously been associated with expertise in creating PR. Future studies should explore how clinical input qualities affect GAI diagnostic accuracy prospectively.

Authors

Institutions

Publication Details

Journal
Diagnosis
Published
2024-12-11
DOI
https://doi.org/10.1515/dx-2024-0167
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Medical language matters: impact of clinical summary composition on a generative artificial intelligence’s diagnostic accuracy

Casey N. McQuade, Eliana Bonifacino, Cassandra Skittle
Diagnosis
Clinical Reasoning and Diagnostic Skills
article

Medical language matters: impact of clinical summary composition on a generative artificial intelligence’s diagnostic accuracy

Casey N. McQuade, Eliana Bonifacino, Cassandra Skittle
article en

Abstract

Several distinct PR factors improved ChatGPT diagnostic accuracy. These factors have previously been associated with expertise in creating PR. Future studies should explore how clinical input qualities affect GAI diagnostic accuracy prospectively.

DiagnosisVol. 12(2)
MedStar Washington Hospital Center (US), University of Pittsburgh Medical Center (US), University of Colorado Anschutz Medical Campus (US)
Quality Education
Openalex Percentile: Top 72%
Clinical Reasoning and Diagnostic Skills
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.