Battle of the (Chat)Bots: Comparative Evaluation of April 2025 AI Model Accuracy on Pharmacotherapeutic Cases

Claude AI demonstrated the strongest overall performance. However, all tools exhibited limitations, reinforcing the need for clinical expert oversight. Though AI chatbots may support pharmacy education, our findings suggest that their current ability to perform multistep analysis remains limited. They often lack the clinical judgment, experience, and context needed for nuanced decision-making.

Authors

Institutions

Publication Details

Journal
American Journal of Pharmaceutical Education
Published
2025-12-12
DOI
https://doi.org/10.1016/j.ajpe.2025.101922
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Battle of the (Chat)Bots: Comparative Evaluation of April 2025 AI Model Accuracy on Pharmacotherapeutic Cases

Bao Anh Tran, Gwendolyn A. Wantuch, Aimon C. Miranda, Moses Mangasar
American Journal of Pharmaceutical Education
Artificial Intelligence in Healthcare and Education
article

Battle of the (Chat)Bots: Comparative Evaluation of April 2025 AI Model Accuracy on Pharmacotherapeutic Cases

Bao Anh Tran, Gwendolyn A. Wantuch, Aimon C. Miranda, Moses Mangasar
article en

Abstract

Claude AI demonstrated the strongest overall performance. However, all tools exhibited limitations, reinforcing the need for clinical expert oversight. Though AI chatbots may support pharmacy education, our findings suggest that their current ability to perform multistep analysis remains limited. They often lack the clinical judgment, experience, and context needed for nuanced decision-making.

American Journal of Pharmaceutical EducationVol. 90(1)
University of South Florida (US)
Openalex Percentile: Top 65%
Artificial Intelligence in Healthcare and Education
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.