{
  "gene_reviews": {
    "files": 80,
    "valid": 80,
    "invalid": 0,
    "errors": 0,
    "warnings": 108,
    "checks": "schema, GOA coverage, publication titles, supporting text, best-practice advisories"
  },
  "prediction_reviews": {
    "files": 27,
    "valid": 27,
    "errors": 0,
    "verified_excerpt_occurrences": 284
  },
  "inventory": {
    "pairs": 40,
    "GO_predictions": 89,
    "original_function_paragraphs": 17,
    "errors": []
  },
  "source_commands": [
    "uv run ai-gene-review validate <80 cohort review YAMLs> --tsv-output <report>",
    "uv run python -m ai_gene_review.validation.prediction_evidence --fetch --require-excerpts --report <report> <27 cohort sidecars>",
    "uv run python projects/PROTNLM_EVALUATION/mammal-benchmark/review_inventory.py"
  ]
}