| attributes.comparison.adaptation Conflicting in the source: Table 2 says HyenaDNA was used inference-only with inputs padded to 32,768 tokens; Section 4.2 lists HyenaDNA among models fine-tuned per cell line with the Trainer API. Variant effect is the log2 ratio of alternative to reference scores. Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.aggregation As printed per cell line Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.budget Not reported Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.budget Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.dataset_version As published Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.inputs 1 kb reference and alternative sequences centred on the SNP Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.metric_implementation Pearson correlation of predicted and measured log2 fold-change Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.population 19321 SNPs Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.population Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.protocol_id regulatory-variant-20261009-protocol-manzo2025-k562-pearson Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.comparison.split Per cell line Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.split Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| attributes.origin independent_paper Context-only references | Comparative Analysis of Deep Learning Models for Predicting Causative Regulatory Variants Original source ↗ Table 1 row 'Hyenadna 1 mf', column 'K562 (19,321 SNPs)' Version: Genes 16(10):1223, published 2025-10-15; PMC12562713 full-text XML Retrieved: 2026-10-09T21:04:27Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.origin Source artifact SHA-256: c49e7cef821d7c1a7966db9922b58c2f51d852df13f5cdc3969bf54818e5ed9e Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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