note-accuracy

name	note-accuracy
description	Evaluate accuracy of unstructured clinical notes and radiology reports in a QUIQ-format table using a local exo LLM. Detects diagnostic, procedural, drug, demographic, and date errors in clinical notes; identifies critical errors in radiology impressions. Runs on an on-prem local exo LLM (closed-network safe; no external API key). Use for LYDUS data quality assessment of note_clinical and note_rad variables.
tier	community
category	lydus
parameters	{"quiq_path":{"description":"Path to QUIQ-format CSV file (output of quiq skill). Must contain rows where Mapping_info_1 is 'note_clinical' or 'note_rad'.","type":"string"},"save_path":{"description":"Directory path to save output files.","type":"string"}}

Note Accuracy

Evaluates the accuracy of unstructured clinical notes and radiology reports by sending each note to the local exo LLM for error detection. Covers clinical notes (note_clinical) and radiology reports (note_rad).

When to Use This Skill

• After QUIQ conversion, to assess quality of free-text clinical documentation
• To detect clinically significant errors in admission/discharge notes, surgery notes, radiology impressions, etc.
• As part of LYDUS quality management assessment