| Configuration: AVI six-model ensemble (AlphaGenome Atlas v1) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.764 AUPRC (AVI baseline row, TraitGym Mendelian column) unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI AVI Model (Baseline) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Baseline', row 'AVI Model', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'All except AlphaGenome' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | -39% AUPRC relative difference (ablation 'All except AlphaGenome' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI All except AlphaGenome (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'All except AlphaGenome', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'AlphaGenome' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | -2.83% AUPRC relative difference (ablation 'AlphaGenome' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI AlphaGenome (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'AlphaGenome', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'AlphaMissense' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.75% AUPRC relative difference (ablation 'AlphaMissense' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI AlphaMissense (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'AlphaMissense', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Cactus' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | -16.5% AUPRC relative difference (ablation 'Cactus' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Cactus (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Cactus', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Consequence' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.26% AUPRC relative difference (ablation 'Consequence' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Consequence (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Consequence', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Conservation' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | -38% AUPRC relative difference (ablation 'Conservation' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Conservation (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Conservation', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Indel Type' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.69% AUPRC relative difference (ablation 'Indel Type' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Indel Type (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Indel Type', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'PhastCons' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | -0.93% AUPRC relative difference (ablation 'PhastCons' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI PhastCons (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'PhastCons', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Protein' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.77% AUPRC relative difference (ablation 'Protein' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Protein (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Protein', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'Splicing Removed Only' (Retrained, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.77% AUPRC relative difference (ablation 'Splicing Removed Only' (Retrained) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI Splicing Removed Only (Retrained) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Retrained', row 'Splicing Removed Only', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation '+ No Indel Type' (Features Set to Zero, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0% AUPRC relative difference (ablation '+ No Indel Type (second occurrence, below 'No AlphaMissense Indel Features')' (Features Set to Zero) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI + No Indel Type (Features Set to Zero) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Features Set to Zero', row '+ No Indel Type (second occurrence, below 'No AlphaMissense Indel Features')', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation 'No AlphaMissense Indel Features' (Features Set to Zero, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0% AUPRC relative difference (ablation 'No AlphaMissense Indel Features' (Features Set to Zero) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI No AlphaMissense Indel Features (Features Set to Zero) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Features Set to Zero', row 'No AlphaMissense Indel Features', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI ablation '+ No Indel Type' (Features Set to Zero, AlphaGenome Atlas Table S2) | Protocol: AVI feature ablation, TraitGym Mendelian column, AUPRC (AlphaGenome Atlas Table S2) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0% AUPRC relative difference (ablation '+ No Indel Type' (Features Set to Zero) relative to the AVI baseline row, TraitGym Mendelian column) percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceAVI + No Indel Type (Features Set to Zero) on TraitGym Mendelian (AlphaGenome Atlas Table S2) ag-atlas-20261019-protocol-table-s2-traitgym-mendelian Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Table S2 (page 70), section 'Features Set to Zero', row '+ No Indel Type', column 'TraitGym Mendelian' |
|---|
| Configuration: AVI six-model ensemble (AlphaGenome Atlas v1) | Protocol: TraitGym Mendelian non-coding variants, AUPRC after AVI filtering (AlphaGenome Atlas) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.76 AUPRC (TraitGym Mendelian non-coding) unitless · higher Uncertainty: Not reported by the source: Fig. 2B draws 95% bootstrap intervals (100 bootstraps) without printing them. Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceavi on TraitGym Mendelian non-coding (AlphaGenome Atlas Fig. 2B) ag-atlas-20261019-protocol-traitgym-mendelian-auprc Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Results 'State-of-the-art interpretable genome-wide variant prioritization with AVI' paragraph 1 (page 5), citing Fig. 2B: 'AVI ranked second to GPN-Star-M (AUPRC 0.76 vs. 0.77)' |
|---|
| Configuration: GPN-Star (M), mammalian, mutation-rate calibrated (AlphaGenome Atlas v1) | Protocol: TraitGym Mendelian non-coding variants, AUPRC after AVI filtering (AlphaGenome Atlas) Dataset subset: TraitGym Mendelian traits after AVI positional filtering (AlphaGenome Atlas) | 0.77 AUPRC (TraitGym Mendelian non-coding) unitless · higher Uncertainty: Not reported by the source: Fig. 2B draws 95% bootstrap intervals (100 bootstraps) without printing them. Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcegpn-star-m on TraitGym Mendelian non-coding (AlphaGenome Atlas Fig. 2B) ag-atlas-20261019-protocol-traitgym-mendelian-auprc Aggregation: Not reported AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Results 'State-of-the-art interpretable genome-wide variant prioritization with AVI' paragraph 1 (page 5), citing Fig. 2B: 'AVI ranked second to GPN-Star-M (AUPRC 0.76 vs. 0.77)' |
|---|