LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA

Yella Diekmann, Chase Fensore, Rodrigo Carrillo-Larco, Eduard Castejon Rosales, Sakshi Shiromani, Rima Pai, Megha Shah, Joyce Ho. Proceedings of the 24th Workshop on Biomedical Language Processing. 2025.

Authors

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.bionlp-1.19
Citations
1
Primary Topic
Artificial Intelligence in Law
Type
article
Field-Weighted Citation Impact
8.52

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA

Megha Shah, Joyce C. Ho, Rodrigo M. Carrillo‐Larco, Chase M. Fensore et al.
1 citations
Artificial Intelligence in Law
8.52
article

LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA

Megha Shah, Joyce C. Ho, Rodrigo M. Carrillo‐Larco, Chase M. Fensore, Yella Diekmann, Eduard Castejon Rosales, Sakshi Shiromani, Rima Pai
article en
1 citations

Abstract

Yella Diekmann, Chase Fensore, Rodrigo Carrillo-Larco, Eduard Castejon Rosales, Sakshi Shiromani, Rima Pai, Megha Shah, Joyce Ho. Proceedings of the 24th Workshop on Biomedical Language Processing. 2025.

National Science Foundation, National Institute on Minority Health and Health Disparities
Openalex Percentile: Top 3%
Artificial Intelligence in Law
8.52
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.