Unknown is not normal: separating language-model extraction from rule-based decision logic for clinical risk scores.

arXiv:2609.34112v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used to compute clinical risk scores from free-text notes. Notes are often incomplete, and treating undocumented findings as normal can silently misclassify patient