Perceptibility of AI-revised content in pharmacy residency letters of intent

The use of generative AI to revise pharmacy residency LOIs was not readily detected by reviewers and conferred a scoring advantage upon the sixth revision. These findings suggest the need for further research regarding the detection and influence of AI in LOIs for postgraduate training positions.

Authors

Institutions

Publication Details

Journal
American Journal of Health-System Pharmacy
Published
2025-12-05
DOI
https://doi.org/10.1093/ajhp/zxaf337
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

Perceptibility of AI-revised content in pharmacy residency letters of intent

Clifford Qualls, Ann D. Nawarskas, James J. Nawarskas, Nariman Piri et al.
American Journal of Health-System Pharmacy
Artificial Intelligence in Healthcare and Education
article

Perceptibility of AI-revised content in pharmacy residency letters of intent

Clifford Qualls, Ann D. Nawarskas, James J. Nawarskas, Nariman Piri, Chase De Guio
article en

Abstract

The use of generative AI to revise pharmacy residency LOIs was not readily detected by reviewers and conferred a scoring advantage upon the sixth revision. These findings suggest the need for further research regarding the detection and influence of AI in LOIs for postgraduate training positions.

American Journal of Health-System Pharmacy
University of New Mexico (US), Department of Veterans Affairs (AU), New Mexico VA Health Care System (US)
Openalex Percentile: Top 66%
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.