NeurosciencebioRxivPreprint
All Models are Wrong, Some are Annotated: Automating Metadata in Biomedical Repositories
Inessa Cohen, Hongyi Yu, Robert A. McDougal
This paper evaluates using large language models to infer ion channel and receptor subtype metadata from neuroscience model code, finding LLMs outperform feature-engineered models.
DOI 10.64898/2026.04.23.720371