Structure vs. Chain-of-Thought: Evaluating LLM Criteria Extraction for Depression Severity.

arXiv:2609.39049v2 Announce Type: replace-cross Abstract: A large language model (LLM) can rate depression severity directly from a social media post, or mark which clinical criteria the post shows and let a simple rule turn the count into a label. The latter