Performance Characteristics of Reasoning Large Language Models for Evidence Extraction from Clinical Genomics Literature
Mullai Murugan, Bo Yuan, Joshi A. Stephen, Charul Gijavanekar, Shengfeng Xu, Senkottuvelan Kadirvel, E. Andres Rivera-Munoz, Vitor Manuel Cruz Manita, Francisco Delca, Richard A. Gibbs, Eric Venner
This paper evaluates large language models for automated PS4 evidence extraction from clinical genomics literature, finding high accuracy but model-dependent performance.
medRxiv · Feb 19, 2026 · PreprintGenetic & Genomic Medicine