rewirebio.iobenchmarks
Evaluation

AVI Splicing SHAP attribution on the DNM1 minigene splicing screen (AlphaGenome Atlas fig. S9E)

Developer-reported comparison transcribed from the pinned source; not reproduced.

Evaluation results

1 evaluation · 1 result. Different protocols are not a single leaderboard.

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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: AVI splicing-feature SHAP attribution (AlphaGenome Atlas v1)Protocol: DNM1 minigene screen, active versus inactive variants, average precision (AlphaGenome Atlas)
Dataset: DNM1 intron saturation mutagenesis minigene splicing screen (AlphaGenome Atlas Data S1)
0.943 Average precision (DNM1 minigene screen, active vs inactive variants)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

AVI Splicing SHAP attribution on the DNM1 minigene splicing screen (AlphaGenome Atlas fig. S9E)

ag-atlas-20261019-protocol-dnm1-active-variant-ap

Aggregation: Not reported

AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.

Research readiness

0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.

Readiness checks, gaps and artifacts

Release 2026-11-02-a7f03c9e55a5 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Evaluation procedure

DNM1 minigene screen, active versus inactive variants, average precision (AlphaGenome Atlas)

Configuration
AVI splicing-feature SHAP attribution (AlphaGenome Atlas v1)
Protocol
DNM1 minigene screen, active versus inactive variants, average precision (AlphaGenome Atlas)
Dataset
DNM1 intron saturation mutagenesis minigene splicing screen (AlphaGenome Atlas Data S1)
origin
Author-reported evaluation
configuration
medRxiv v1, retrieved 2026-10-19
dataset version
Data S1 (not retrieved)
split
None; prospective experimental screen
population
Screened variants in the 265 nt upstream of DNM1 exon 10a passing UMI and replicate filters
inputs
Precomputed or model-derived score per variant
adaptation
None
metric implementation
Average precision (legend 'AP'; text 'AUPRC')
aggregation
One value over the screen
budget
Not reported
protocol id
ag-atlas-20261019-protocol-dnm1-active-variant-ap

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
None; prospective experimental screen
Adaptation
None
Scoring implementation
Average precision (legend 'AP'; text 'AUPRC')

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

18 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statementOriginal source and locationReview and provenance
Comparison: adaptation
None
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: aggregation
One value over the screen
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: budget
Not reported
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: dataset version
Data S1 (not retrieved)
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: inputs
Precomputed or model-derived score per variant
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: metric implementation
Average precision (legend 'AP'; text 'AUPRC')
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: population
Screened variants in the 265 nt upstream of DNM1 exon 10a passing UMI and replicate filters
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: protocol id
ag-atlas-20261019-protocol-dnm1-active-variant-ap
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Comparison: split
None; prospective experimental screen
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

Origin
author_reported
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)

Version: medRxiv preprint version 1, posted 2026-09-20; full-text PDF with supplementary figures and tables (83 pages)
Retrieved: 2026-10-19T12:19:03Z

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.origin

Source artifact SHA-256: b32d1539005ca4ea31c3dcef49b834424b1d8b5da4ce6b9fc3e1f942d39fc453

Hash scope: SHA-256 of one retrieval of the medRxiv PDF. A second retrieval at 2026-10-19T12:30:54Z had the same length (15,415,633 bytes) and the same SHA-256.

Inspected artifact

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: ag-atlas-20261019-eval-dnm1-avi-splicing-shap

areas
dna-genomes
contexts
clinical_research
origin
author_reported
protocol
ag-atlas-20261019-protocol-dnm1-active-variant-ap
version
medRxiv v1, retrieved 2026-10-19
comparison
dataset version: Data S1 (not retrieved); split: None; prospective experimental screen; population: Screened variants in the 265 nt upstream of DNM1 exon 10a passing UMI and replicate filters; inputs: Precomputed or model-derived score per variant; adaptation: None; metric implementation: Average precision (legend 'AP'; text 'AUPRC'); aggregation: One value over the screen; budget: Not reported; protocol id: ag-atlas-20261019-protocol-dnm1-active-variant-ap
source locator
fig. S9E legend entry 'AVI Splicing SHAP attribution (AP=0.943)' (page 60)
missing metadata
comparison.budget: reason: inapplicable; note: Pretrained scoring.
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