| Comparison: adaptation Default settings, no retraining; top-ranked of five models Context-only references | Limits of deep-learning-based RNA prediction methods Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nucleic Acids Research 2026, gkag813 (issue date 2026-08-01); PMC13501138 full-text XML Retrieved: 2026-10-11T21:27:03Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: 02043b4a3edbb62101f6abbca56c896a63fa5c7dc0c3956c58164daff015ad1f Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: adaptation Default settings, no retraining; top-ranked of five models Context-only references | Limits of deep-learning-based RNA prediction methods: Supplementary Data Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: gkag813_supplemental_file.pdf from the Europe PMC supplementary files archive for PMC13501138 Retrieved: 2026-10-11T21:28:04Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: 0e26a301a5b5c39a0e2dfaa092760d6099345dcb9e0545e23b730374f39d463c Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: aggregation Percentage of targets above the CASP16 threshold Context-only references | Limits of deep-learning-based RNA prediction methods Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nucleic Acids Research 2026, gkag813 (issue date 2026-08-01); PMC13501138 full-text XML Retrieved: 2026-10-11T21:27:03Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: 02043b4a3edbb62101f6abbca56c896a63fa5c7dc0c3956c58164daff015ad1f Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: aggregation Percentage of targets above the CASP16 threshold Context-only references | Limits of deep-learning-based RNA prediction methods: Supplementary Data Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: gkag813_supplemental_file.pdf from the Europe PMC supplementary files archive for PMC13501138 Retrieved: 2026-10-11T21:28:04Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: 0e26a301a5b5c39a0e2dfaa092760d6099345dcb9e0545e23b730374f39d463c Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: budget Not reported Context-only references | Limits of deep-learning-based RNA prediction methods Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nucleic Acids Research 2026, gkag813 (issue date 2026-08-01); PMC13501138 full-text XML Retrieved: 2026-10-11T21:27:03Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.budget Source artifact SHA-256: 02043b4a3edbb62101f6abbca56c896a63fa5c7dc0c3956c58164daff015ad1f Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: budget Not reported Context-only references | Limits of deep-learning-based RNA prediction methods: Supplementary Data Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: gkag813_supplemental_file.pdf from the Europe PMC supplementary files archive for PMC13501138 Retrieved: 2026-10-11T21:28:04Z | missing or unspecified No individual claim review recorded independent paper Audit detailsField: attributes.comparison.budget Source artifact SHA-256: 0e26a301a5b5c39a0e2dfaa092760d6099345dcb9e0545e23b730374f39d463c Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: dataset version PDB after training cut-offs, downloaded January 2026 Context-only references | Limits of deep-learning-based RNA prediction methods Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nucleic Acids Research 2026, gkag813 (issue date 2026-08-01); PMC13501138 full-text XML Retrieved: 2026-10-11T21:27:03Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: 02043b4a3edbb62101f6abbca56c896a63fa5c7dc0c3956c58164daff015ad1f Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: dataset version PDB after training cut-offs, downloaded January 2026 Context-only references | Limits of deep-learning-based RNA prediction methods: Supplementary Data Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: gkag813_supplemental_file.pdf from the Europe PMC supplementary files archive for PMC13501138 Retrieved: 2026-10-11T21:28:04Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: 0e26a301a5b5c39a0e2dfaa092760d6099345dcb9e0545e23b730374f39d463c Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: inputs Sequence plus shared externally supplied MSAs where the method accepts them Context-only references | Limits of deep-learning-based RNA prediction methods Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nucleic Acids Research 2026, gkag813 (issue date 2026-08-01); PMC13501138 full-text XML Retrieved: 2026-10-11T21:27:03Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: 02043b4a3edbb62101f6abbca56c896a63fa5c7dc0c3956c58164daff015ad1f Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: inputs Sequence plus shared externally supplied MSAs where the method accepts them Context-only references | Limits of deep-learning-based RNA prediction methods: Supplementary Data Original source ↗ Supplementary Table S6, row 'lDDT', column 'DRfold' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: gkag813_supplemental_file.pdf from the Europe PMC supplementary files archive for PMC13501138 Retrieved: 2026-10-11T21:28:04Z | not individually reviewed No individual claim review recorded independent paper Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: 0e26a301a5b5c39a0e2dfaa092760d6099345dcb9e0545e23b730374f39d463c Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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