Upload genomic_scorer.py with huggingface_hub
Browse files- genomic_scorer.py +4 -2
genomic_scorer.py
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@@ -26,9 +26,11 @@ PATHO_THRESH = 0.564 # AlphaMissense likely-pathogenic cut (Cheng et al., Scien
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# Validated VEP performance on REAL ClinVar variants (coords verified vs GRCh37).
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# Scaled benchmark: 451 variants across 20 rare-disease genes (236 path/215 benign);
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# see benchmark/results/evo2_bench_multigene.json. (FBN1-only pilot: n=30.)
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VEP_VALIDATION = {"
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"alphamissense_auroc": 0.928,
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"evo2_per_gene_median_auroc": 0.854,
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"fbn1_pilot": {"n": 30, "alphamissense_auroc": 0.96, "evo2_7b_auroc": 0.88}}
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# Validated VEP performance on REAL ClinVar variants (coords verified vs GRCh37).
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# Scaled benchmark: 451 variants across 20 rare-disease genes (236 path/215 benign);
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# see benchmark/results/evo2_bench_multigene.json. (FBN1-only pilot: n=30.)
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VEP_VALIDATION = {"missense_benchmark": "ClinVar, 20 genes, n=451",
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"alphamissense_auroc": 0.928, # missense
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"evo2_7b_auroc": 0.816, # coding/global, zero-shot
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"evo2_per_gene_median_auroc": 0.854,
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"alphagenome_splice_auroc": 0.734, # splice (ClinVar splice, n=40)
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"fbn1_pilot": {"n": 30, "alphamissense_auroc": 0.96, "evo2_7b_auroc": 0.88}}
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