| Population 73,961 indels, 65.1% pathogenic (Figure 1d row label); 37,558 insertions and 36,403 deletions Context-only references | EVEE manuscript repository: scripts/figure1/fig1d_indel_heatmap.py Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: goodfire-ai/evee-manuscript commit e5e4a43d60bb217819144c09ab509ed44f49cd5f Retrieved: 2026-10-14T12:48:26Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.population Source artifact SHA-256: 5c03755c6807fef579e234676d86b9e6a20d675e0d520e656e8a60615331e34d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Population 73,961 indels, 65.1% pathogenic (Figure 1d row label); 37,558 insertions and 36,403 deletions Context-only references | Interpretable variant effect prediction from genomic foundation model representations (EVEE), bioRxiv v4 Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: bioRxiv v4, posted 2026-07-11 (v1 posted 2026-04-11) Retrieved: 2026-10-14T12:02:25Z | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.population Source artifact SHA-256: 1d65b07059c50e8e3f88b8fde950f011630886097bf2784a6653282c6424eef8 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:02:25Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (5,466,701 bytes, 26 pages, ModDate D:20261014063735-07'00') had SHA-256 9e2176440dfae6740b9e799796297cdd70b9bd59edb5c0a1e7fcdb5d6978710a; its Figure 1c and 1d match the repository vector PDFs cell for cell in the Overall rows, and the quoted Methods and Competing interests sentences are present. Inspected artifact |
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| Source location Methods 'Indel benchmark' (page 9); Figure 1d caption Context-only references | EVEE manuscript repository: scripts/figure1/fig1d_indel_heatmap.py Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: goodfire-ai/evee-manuscript commit e5e4a43d60bb217819144c09ab509ed44f49cd5f Retrieved: 2026-10-14T12:48:26Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.source_locator Source artifact SHA-256: 5c03755c6807fef579e234676d86b9e6a20d675e0d520e656e8a60615331e34d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Source location Methods 'Indel benchmark' (page 9); Figure 1d caption Context-only references | Interpretable variant effect prediction from genomic foundation model representations (EVEE), bioRxiv v4 Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: bioRxiv v4, posted 2026-07-11 (v1 posted 2026-04-11) Retrieved: 2026-10-14T12:02:25Z | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.source_locator Source artifact SHA-256: 1d65b07059c50e8e3f88b8fde950f011630886097bf2784a6653282c6424eef8 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:02:25Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (5,466,701 bytes, 26 pages, ModDate D:20261014063735-07'00') had SHA-256 9e2176440dfae6740b9e799796297cdd70b9bd59edb5c0a1e7fcdb5d6978710a; its Figure 1c and 1d match the repository vector PDFs cell for cell in the Overall rows, and the quoted Methods and Competing interests sentences are present. Inspected artifact |
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| Split Covariance probe trained on SNVs only and applied zero-shot; the Evo2 Mean and NTv3 columns are supervised (repository column names) Context-only references | EVEE manuscript repository: scripts/figure1/fig1d_indel_heatmap.py Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: goodfire-ai/evee-manuscript commit e5e4a43d60bb217819144c09ab509ed44f49cd5f Retrieved: 2026-10-14T12:48:26Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.split Source artifact SHA-256: 5c03755c6807fef579e234676d86b9e6a20d675e0d520e656e8a60615331e34d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Split Covariance probe trained on SNVs only and applied zero-shot; the Evo2 Mean and NTv3 columns are supervised (repository column names) Context-only references | Interpretable variant effect prediction from genomic foundation model representations (EVEE), bioRxiv v4 Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: bioRxiv v4, posted 2026-07-11 (v1 posted 2026-04-11) Retrieved: 2026-10-14T12:02:25Z | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.split Source artifact SHA-256: 1d65b07059c50e8e3f88b8fde950f011630886097bf2784a6653282c6424eef8 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:02:25Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (5,466,701 bytes, 26 pages, ModDate D:20261014063735-07'00') had SHA-256 9e2176440dfae6740b9e799796297cdd70b9bd59edb5c0a1e7fcdb5d6978710a; its Figure 1c and 1d match the repository vector PDFs cell for cell in the Overall rows, and the quoted Methods and Competing interests sentences are present. Inspected artifact |
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| Version ClinVar release 2026-03-21 Context-only references | EVEE manuscript repository: scripts/figure1/fig1d_indel_heatmap.py Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: goodfire-ai/evee-manuscript commit e5e4a43d60bb217819144c09ab509ed44f49cd5f Retrieved: 2026-10-14T12:48:26Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.version Source artifact SHA-256: 5c03755c6807fef579e234676d86b9e6a20d675e0d520e656e8a60615331e34d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Version ClinVar release 2026-03-21 Context-only references | Interpretable variant effect prediction from genomic foundation model representations (EVEE), bioRxiv v4 Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: bioRxiv v4, posted 2026-07-11 (v1 posted 2026-04-11) Retrieved: 2026-10-14T12:02:25Z | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.version Source artifact SHA-256: 1d65b07059c50e8e3f88b8fde950f011630886097bf2784a6653282c6424eef8 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:02:25Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (5,466,701 bytes, 26 pages, ModDate D:20261014063735-07'00') had SHA-256 9e2176440dfae6740b9e799796297cdd70b9bd59edb5c0a1e7fcdb5d6978710a; its Figure 1c and 1d match the repository vector PDFs cell for cell in the Overall rows, and the quoted Methods and Competing interests sentences are present. Inspected artifact |
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| Description ClinVar indels from 3,570 genes of at most 100 kb with at least one-star review status. Context-only references | EVEE manuscript repository: scripts/figure1/fig1d_indel_heatmap.py Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: goodfire-ai/evee-manuscript commit e5e4a43d60bb217819144c09ab509ed44f49cd5f Retrieved: 2026-10-14T12:48:26Z | not individually reviewed No individual claim review recorded Audit detailsField: description Source artifact SHA-256: 5c03755c6807fef579e234676d86b9e6a20d675e0d520e656e8a60615331e34d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Description ClinVar indels from 3,570 genes of at most 100 kb with at least one-star review status. Context-only references | Interpretable variant effect prediction from genomic foundation model representations (EVEE), bioRxiv v4 Original source ↗ Methods 'Indel benchmark' (page 9); Figure 1d caption Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: bioRxiv v4, posted 2026-07-11 (v1 posted 2026-04-11) Retrieved: 2026-10-14T12:02:25Z | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: description Source artifact SHA-256: 1d65b07059c50e8e3f88b8fde950f011630886097bf2784a6653282c6424eef8 Hash scope: SHA-256 of one retrieval of the bioRxiv PDF (2026-10-14T12:02:25Z). bioRxiv stamps the PDF on each download (XMP ModifyDate, MetadataDate, DocumentID and InstanceID, the Info ModDate and the trailer /ID), so later retrievals differ. The extractor's copy was not retained, so the pinned bytes could not be re-verified. The independent reviewer's retrieval on 2026-10-14 (5,466,701 bytes, 26 pages, ModDate D:20261014063735-07'00') had SHA-256 9e2176440dfae6740b9e799796297cdd70b9bd59edb5c0a1e7fcdb5d6978710a; its Figure 1c and 1d match the repository vector PDFs cell for cell in the Overall rows, and the quoted Methods and Competing interests sentences are present. Inspected artifact |
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