Leveraging LLMs to extract smoking history from clinical notes (nature.com)

This article also shows how LLMs are able to perform medical labeling tasks at similar accuracy to human annotators through zero-shot prompting.

Academia tends to lag a year or two behind the times, but I believe this is a valuable and extremely practical way LLMs should be used in practice.