Files
usher-exploring/data/report/reproducibility.json
gbanyan fe8e13c1a1 fix: restore gnomAD and expression evidence layers for complete 6-layer scoring
Three bugs prevented gnomAD and expression data from contributing to scores:
1. gnomAD COLUMN_VARIANTS mapped "gene" (HGNC symbol) to gene_id instead of
   gene_symbol, causing JOIN miss with gene_universe (Ensembl IDs)
2. Expression HPA data was fetched but never merged (lf_hpa unused)
3. GTEx versioned Ensembl IDs (ENSG*.5) didn't match gene_universe

Results: gnomAD 78.5% coverage, expression 87.4%, 19946 genes with ≥4 layers.
HIGH tier refined from 44 → 18 candidates. Validation PASSED (CDH23 96.5th pctl).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 05:25:37 +08:00

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{
"run_id": "e7486ff1-f9be-403b-a68d-115fc845f4a1",
"timestamp": "2026-02-15T21:13:12.288563+00:00",
"pipeline_version": "0.1.0",
"parameters": {
"gnomad": 0.2,
"expression": 0.2,
"annotation": 0.15,
"localization": 0.15,
"animal_model": 0.15,
"literature": 0.15
},
"data_versions": {
"ensembl_release": 113,
"gnomad_version": "v4.1",
"gtex_version": "v8",
"hpa_version": "23.0"
},
"software_environment": {
"python": "3.14.3",
"polars": "1.38.1",
"duckdb": "1.4.4"
},
"filtering_steps": [
{
"step_name": "load_scored_genes",
"input_count": 0,
"output_count": 0,
"criteria": ""
},
{
"step_name": "apply_tier_classification",
"input_count": 0,
"output_count": 0,
"criteria": ""
},
{
"step_name": "write_candidate_output",
"input_count": 0,
"output_count": 0,
"criteria": ""
},
{
"step_name": "generate_visualizations",
"input_count": 0,
"output_count": 0,
"criteria": ""
}
],
"validation_metrics": {},
"tier_statistics": {
"total": 21103,
"high": 18,
"medium": 9577,
"low": 11508
}
}