rewirebio.iobenchmarks
Dataset

Rare variants associated with complex traits, UK Biobank and All of Us meta-analysis (AlphaGenome Atlas)

Conditionally independent rare variants associated with complex traits in a UK Biobank and All of Us meta-analysis, with frequency- and sample-size-matched controls.

Evaluation results

2 evaluations · 2 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: AVI six-model ensemble (AlphaGenome Atlas v1)Protocol: Rare complex-trait SNVs versus matched controls, AUPRC (AlphaGenome Atlas)
Dataset: Rare variants associated with complex traits, UK Biobank and All of Us meta-analysis (AlphaGenome Atlas)
0.69 AUPRC (rare complex-trait SNVs)
unitless · higher

Uncertainty: Not reported by the source: Fig. 2B draws 95% bootstrap intervals (100 bootstraps) without printing them.

Coverage: Not reported scored / Not reported eligible

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

avi on rare complex-trait SNVs (AlphaGenome Atlas Fig. 2B)

ag-atlas-20261019-protocol-rare-complex-trait-snv-auprc

Aggregation: Not reported

AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Results 'State-of-the-art interpretable genome-wide variant prioritization with AVI' paragraph 1 (page 5), citing Fig. 2B: '(AUPRC 0.69 vs. GPN-Star-M’s 0.67)'
Configuration: GPN-Star (M), mammalian, mutation-rate calibrated (AlphaGenome Atlas v1)Protocol: Rare complex-trait SNVs versus matched controls, AUPRC (AlphaGenome Atlas)
Dataset: Rare variants associated with complex traits, UK Biobank and All of Us meta-analysis (AlphaGenome Atlas)
0.67 AUPRC (rare complex-trait SNVs)
unitless · higher

Uncertainty: Not reported by the source: Fig. 2B draws 95% bootstrap intervals (100 bootstraps) without printing them.

Coverage: Not reported scored / Not reported eligible

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

gpn-star-m on rare complex-trait SNVs (AlphaGenome Atlas Fig. 2B)

ag-atlas-20261019-protocol-rare-complex-trait-snv-auprc

Aggregation: Not reported

AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026) · Results 'State-of-the-art interpretable genome-wide variant prioritization with AVI' paragraph 1 (page 5), citing Fig. 2B: '(AUPRC 0.69 vs. GPN-Star-M’s 0.67)'

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.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

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.

4 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
Population
SNVs +2879/-2784; indels +628/-562 (fig. S7B)
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B

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

Audit details

Field: attributes.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

Source location
Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B

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

Audit details

Field: attributes.source_locator

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

Description
Conditionally independent rare variants associated with complex traits in a UK Biobank and All of Us meta-analysis, with frequency- and sample-size-matched controls.
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B

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

Audit details

Field: description

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

Name
Rare variants associated with complex traits, UK Biobank and All of Us meta-analysis (AlphaGenome Atlas)
Context-only references
AlphaGenome Atlas: in silico mutagenesis of the entire human genome (Cheng, Taylor, Nicolaisen et al., medRxiv 2026)

Original source ↗

Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B

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

Audit details

Field: name

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

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-data-rare-complex-trait-variants

areas
dna-genomes
contexts
research
population
SNVs +2879/-2784; indels +628/-562 (fig. S7B)
source locator
Methods 'Complex Trait Benchmark' (pages 28 to 29); Fig. 2B panel header; fig. S7B
Related records

Suggest a correction