MMSplice (Znabu et al. 2026)
Configuration of MMSplice: Magnitude of delta logit PSI; each MFASS exon reconstructed as an internal cassette exon; hg38 genomic context.
Overview
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Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
1 evaluation · 3 results. Different protocols are not a single leaderboard.
Protocol: MFASS splice-disrupting variant detection, all 27,733 labelled SNVs (Znabu et al. 2026) · Dataset: MFASS v2 eligible assay cohort
Sorted by AUROC (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.
| Tested configuration | AUROC | Average precision | Count (variants scored) |
|---|---|---|---|
| MMSplice (Znabu et al. 2026)Evaluation | 0.758 | 0.256 | 27,733 |
All 3 result rows with coverage, uncertainty and sources
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: MMSplice (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 | 0.256 Average precision unitless · higher Uncertainty: 95% CI 0.226 to 0.285 Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceMMSplice 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 'MMSplice', columns 'AP' and 'AP 95% CI' |
| Configuration: MMSplice (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 | 0.758 AUROC unitless · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceMMSplice 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 'MMSplice', column 'AUROC' |
| Configuration: MMSplice (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 (variants scored) count · unknown Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceMMSplice 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 'MMSplice', column 'n' |
Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.
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Evidence
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Evidence table
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Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- A Reproducible MFASS Benchmark of Splice-Disruption Predictors Reveals a Shared Exon-Interior Blind Spot · Original source · bioRxiv 2026.07.21.739871 v1, posted 2026-07-26; full-text PDF
Technical metadata and extraction receipts
Stable ID: splicing-follow-up-20261009-config-znabu2026-mmsplice
- areas
- dna-genomes
- contexts
- research
- method types
- supervised_machine_learning
- reported name
- MMSplice (Znabu et al. 2026)
- foundation model eligible
- false
- missing metadata
- version: reason: unreported; note: Released weights used; software version not printed
- parameters
- Magnitude of delta logit PSI; each MFASS exon reconstructed as an internal cassette exon; hg38 genomic context
- source locator
- Section 3 'Predictors and scoring'
- provenance note
- MMSplice (Znabu et al. 2026) as run in the cited comparison.
Related records
- configuration of: MMSplice
- system: MMSplice on all labelled MFASS SNVs