| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 88.3% Accuracy percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'Accuracy' (PDF page 6 of 11) |
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| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 90.5% Precision percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'PPV' (PDF page 6 of 11) |
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| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 38 (77.6%) Recall percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'Sensitivity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 75 (94.9%) Specificity percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'Specificity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 4 (5.1%) False positive rate (type I error: false positives as a share of the benign set) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'Type I error' (PDF page 6 of 11) |
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| Configuration: AlphaGenome (Either Module) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 11 (22.4%) Proportion (type II error: false negatives as a share of the splicing set (false-negative rate)) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome (Either Module) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME (EITHER MODULE)', column 'Type II error' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 85.2% Accuracy percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'Accuracy' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 91.7% Precision percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'PPV' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 33 (67.3%) Recall percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'Sensitivity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 76 (96.2%) Specificity percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'Specificity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 3 (3.8%) False positive rate (type I error: false positives as a share of the benign set) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'Type I error' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Junction Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 16 (32.7%) Proportion (type II error: false negatives as a share of the splicing set (false-negative rate)) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Junction Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME JUNCTION SCORER', column 'Type II error' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 86.7% Accuracy percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'Accuracy' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 94.4% Precision percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'PPV' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 34 (69.4%) Recall percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'Sensitivity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 77 (97.5%) Specificity percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'Specificity' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 2 (2.5%) False positive rate (type I error: false positives as a share of the benign set) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'Type I error' (PDF page 6 of 11) |
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| Configuration: AlphaGenome Splice Scorer (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 15 (30.6%) Proportion (type II error: false negatives as a share of the splicing set (false-negative rate)) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceAlphaGenome Splice Scorer on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'ALPHAGENOME SPLICE SCORER', column 'Type II error' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 89.1% Accuracy percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'Accuracy' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 92.9% Precision percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'PPV' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 39 (79.6%) Recall percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'Sensitivity' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 76 (96.2%) Specificity percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'Specificity' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 3 (3.8%) False positive rate (type I error: false positives as a share of the benign set) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'Type I error' (PDF page 6 of 11) |
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| Configuration: Borzoi (128-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 10 (20.4%) Proportion (type II error: false negatives as a share of the splicing set (false-negative rate)) percent · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (128-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (128-BP)', column 'Type II error' (PDF page 6 of 11) |
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| Configuration: Borzoi (32-bp) (Alavi 2026) | Protocol: Splice-defect classification of OPA1 variants with thresholds tuned on the same sets (Alavi Table III, evaluation sets) Dataset: OPA1 LOVD evaluation sets (49 splicing, 79 benign) | 91.4% Accuracy percent · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceBorzoi (32-bp) on OPA1 LOVD evaluation sets (49 splicing, 79 benign) rna-splicing-20261011-alavi2026-protocol-opa1-evaluation Aggregation: Not reported Probing Genomic Foundation Models with Splice-Variant Perturbations (Alavi, bioRxiv 2026) · Table III, row 'BORZOI (32-BP)', column 'Accuracy' (PDF page 6 of 11) |
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