| Population 259,600 SNVs (Supplementary Figure S1); 258,944 scored in Figure 1 'All variants', 30.59% pathogenic Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.population Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Repository https://github.com/Brandes-Lab/VEP-eval Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.repository Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Source location Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.source_locator Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Split None: all models are zero-shot or precomputed; no training on the benchmark Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.split Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Variant count 259600 Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.variant_count Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Version ClinVar variant_summary release 2025-03-31; MANE RefSeq v1.4 GFF Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.version Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Description ClinVar GRCh38 germline SNVs with definitive pathogenic or benign labels, grouped by variant type from MANE RefSeq and ClinVar HGVS annotations. Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: description Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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| Name Lu et al. 2025 ClinVar SNV variant-type benchmark (259,600 SNVs) Context-only references | Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2) Original source ↗ Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20) Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages) Retrieved: 2026-10-19T12:23:08Z | not individually reviewed No individual claim review recorded Audit detailsField: name Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer. Inspected artifact |
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