| attributes.aggregation four held-out knockouts Context-only references | Cancer Immunotherapy Data Science Challenge Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.64898/2026.05.21.726863v1; 2026 preprint Retrieved: 2026-09-30T21:23:33Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.aggregation Source artifact SHA-256: Not recorded Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.aggregation four held-out knockouts Context-only references | CPPC Table S2 original and reimplemented submission comparisons Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Table S2 media-3.xlsx, 10.64898/2026.05.21.726863v1 Retrieved: 2026-09-30T21:40:24Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.aggregation Source artifact SHA-256: ed480039c8008fdfcedaa50a8248d32df6068a9230a18ab6953ada5535865105 Hash scope: Hash scope not separately documented; inspect source record Archive member: media-3.xlsx Inspected artifact |
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| attributes.comparison.adaptation source-specific configuration; see model configuration Context-only references | Cancer Immunotherapy Data Science Challenge Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.64898/2026.05.21.726863v1; 2026 preprint Retrieved: 2026-09-30T21:23:33Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: Not recorded Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.adaptation source-specific configuration; see model configuration Context-only references | CPPC Table S2 original and reimplemented submission comparisons Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Table S2 media-3.xlsx, 10.64898/2026.05.21.726863v1 Retrieved: 2026-09-30T21:40:24Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: ed480039c8008fdfcedaa50a8248d32df6068a9230a18ab6953ada5535865105 Hash scope: Hash scope not separately documented; inspect source record Archive member: media-3.xlsx Inspected artifact |
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| attributes.comparison.aggregation metric-specific; inspect result Context-only references | Cancer Immunotherapy Data Science Challenge Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.64898/2026.05.21.726863v1; 2026 preprint Retrieved: 2026-09-30T21:23:33Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: Not recorded Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.aggregation metric-specific; inspect result Context-only references | CPPC Table S2 original and reimplemented submission comparisons Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Table S2 media-3.xlsx, 10.64898/2026.05.21.726863v1 Retrieved: 2026-09-30T21:40:24Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: ed480039c8008fdfcedaa50a8248d32df6068a9230a18ab6953ada5535865105 Hash scope: Hash scope not separately documented; inspect source record Archive member: media-3.xlsx Inspected artifact |
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| attributes.comparison.dataset_version source-specific published dataset; see source Context-only references | Cancer Immunotherapy Data Science Challenge Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.64898/2026.05.21.726863v1; 2026 preprint Retrieved: 2026-09-30T21:23:33Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: Not recorded Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.dataset_version source-specific published dataset; see source Context-only references | CPPC Table S2 original and reimplemented submission comparisons Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Table S2 media-3.xlsx, 10.64898/2026.05.21.726863v1 Retrieved: 2026-09-30T21:40:24Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: ed480039c8008fdfcedaa50a8248d32df6068a9230a18ab6953ada5535865105 Hash scope: Hash scope not separately documented; inspect source record Archive member: media-3.xlsx Inspected artifact |
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| attributes.comparison.inputs Original submitted workflow identified by immutable Table S2 row, not by team personal details. Benchmark method-name column may identify a reimplementation/feature and does not establish an identical current model. Context-only references | Cancer Immunotherapy Data Science Challenge Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.64898/2026.05.21.726863v1; 2026 preprint Retrieved: 2026-09-30T21:23:33Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: Not recorded Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.inputs Original submitted workflow identified by immutable Table S2 row, not by team personal details. Benchmark method-name column may identify a reimplementation/feature and does not establish an identical current model. Context-only references | CPPC Table S2 original and reimplemented submission comparisons Original source ↗ No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Table S2 media-3.xlsx, 10.64898/2026.05.21.726863v1 Retrieved: 2026-09-30T21:40:24Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: ed480039c8008fdfcedaa50a8248d32df6068a9230a18ab6953ada5535865105 Hash scope: Hash scope not separately documented; inspect source record Archive member: media-3.xlsx Inspected artifact |
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