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1 evaluation · 3 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Pangolin (Znabu et al. 2026) | Protocol: MFASS splice-disrupting variant detection, all 27,733 labelled SNVs (Znabu et al. 2026) Dataset: MFASS v2 eligible assay cohort | 0.421 average-precision unitless · higher Uncertainty: 95% CI 0.386 to 0.454 Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcePangolin on all labelled MFASS SNVs splicing-follow-up-20261009-protocol-znabu2026-mfass-full-cohort Aggregation: Not reported A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot · Section 4 'Results' table (page 3), row 'Pangolin', columns 'AP' and 'AP 95% CI' |
| Configuration: Pangolin (Znabu et al. 2026) | Protocol: MFASS splice-disrupting variant detection, all 27,733 labelled SNVs (Znabu et al. 2026) Dataset: MFASS v2 eligible assay cohort | 0.888 auroc unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcePangolin on all labelled MFASS SNVs splicing-follow-up-20261009-protocol-znabu2026-mfass-full-cohort Aggregation: Not reported A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot · Section 4 'Results' table (page 3), row 'Pangolin', column 'AUROC' |
| Configuration: Pangolin (Znabu et al. 2026) | Protocol: MFASS splice-disrupting variant detection, all 27,733 labelled SNVs (Znabu et al. 2026) Dataset: MFASS v2 eligible assay cohort | 27,733 count count · unknown Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcePangolin on all labelled MFASS SNVs splicing-follow-up-20261009-protocol-znabu2026-mfass-full-cohort Aggregation: Not reported A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot · Section 4 'Results' table (page 3), row 'Pangolin', column 'n' |
Source checking is not independent reproduction. Release 2026-10-10-6e93f504adfc.
splicing-follow-up-20261009-protocol-znabu2026-mfass-full-cohort
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18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation None; published weights Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.aggregation Pooled over variants Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.budget Not reported Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.dataset_version MFASS public processed table (hg38), v2 inclusion labels Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.inputs hg38 genomic context, reference versus alternate Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.metric_implementation AUROC and average precision Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.population 27,733 scored of 27,733 labelled MFASS SNVs Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.protocol_id splicing-follow-up-20261009-protocol-znabu2026-mfass-full-cohort Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.comparison.split None (whole labelled cohort) Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
| attributes.origin independent_paper Context-only references | A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot Section 4 'Results' table (page 3), row 'Pangolin' Version: bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the PDF as served. The PDF ModDate is 2026-10-09 21:52:24 BST; a re-download at review on 2026-10-09 returned identical bytes. bioRxiv can re-stamp the PDF on later downloads, so if the hash stops matching, compare the text layer. |
Release 2026-10-10-6e93f504adfc · Record review: source checked
Stable ID: splicing-follow-up-20261009-eval-znabu2026-pangolin