dismech-references

Validate PubMed evidence references in YAML files by cross-checking quoted snippets against PubMed abstracts to confirm text alignment. This skill verifies each evidence item's snippet actually appears in the cited record before commit.

Auto-repair misquoted evidence snippets in disorder YAML files by running this skill to fix minor text mismatches against PubMed or ClinicalTrials records. Unresolved issues are flagged for manual review during the QC workflow.

Dry-run evidence validation on ClinicalTrials references is supported to preview snippet alignment without modifying YAML files. This pre-commit check confirms every cited entry supports its associated claim safely.

The linkml-reference-validator handles PubMed and ClinicalTrials references by verifying that quoted snippets appear in the cited abstracts or entries. It validates PMID and ClinicalTrials references within disorder YAML knowledge-base files.

Evidence snippet validation fails on disorder YAML files when quoted text does not match the cited PubMed abstract or ClinicalTrials record. Mismatches indicate misquoted, out-of-context, or fabricated evidence that requires auto-repair or manual correction.

Validate evidence references for knowledge-base curation before committing YAML updates to ensure high-quality claims. Run this skill during pre-commit workflows to confirm every referenced PMID or ClinicalTrials entry supports the associated snippet.