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leiden_hybrid_concepts
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community:leiden_hybrid_concepts-run2-c54Mechanistic variant pathogenicity prediction
EVEE tool predicts and mechanistically explains effects of 4.2M human genome variants using model internals.
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Claims (3)
- Evee outperforms existing methods for variant pathogenicity predictionInterpretive claim supported by the high AUROC findings.
- EVEE provides mechanistic explanations for variant effects derived from model internals, not just pathogenicity calls.Core interpretability claim distinguishing EVEE from black-box prediction tools; applies interpretability for science.
- Evee provides predictions and mechanistic explanations for 4.2 million genetic variants across the whole human genomeScale claim, demonstrating whole-genome applicability.