rewirebio.iobenchmarks
Dataset

Lu et al. 2025 ClinVar SNV variant-type benchmark (259,600 SNVs)

ClinVar GRCh38 germline SNVs with definitive pathogenic or benign labels, grouped by variant type from MANE RefSeq and ClinVar HGVS annotations.

No reviewed evaluations of this dataset are linked in this release.

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.

8 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
259,600 SNVs (Supplementary Figure S1); 258,944 scored in Figure 1 'All variants', 30.59% pathogenic
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.population

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Repository
https://github.com/Brandes-Lab/VEP-eval
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.repository

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Source location
Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Split
None: all models are zero-shot or precomputed; no training on the benchmark
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Variant count
259600
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.variant_count

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Version
ClinVar variant_summary release 2025-03-31; MANE RefSeq v1.4 GFF
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.version

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Description
ClinVar GRCh38 germline SNVs with definitive pathogenic or benign labels, grouped by variant type from MANE RefSeq and ClinVar HGVS annotations.
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

Inspected artifact

Name
Lu et al. 2025 ClinVar SNV variant-type benchmark (259,600 SNVs)
Context-only references
Genomic heterogeneity inflates the performance of variant pathogenicity predictions (Lu, Liu, Lin and Brandes, bioRxiv 2025, v2)

Original source ↗

Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)

Version: bioRxiv preprint version 2, posted 2025-09-10 (version 1 posted 2025-09-08); full-text PDF (21 pages)
Retrieved: 2026-10-19T12:23:08Z

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 5b8e939257000811a6eaddd90d9de3e03bf1ac0e9015a38769df887ee01f9bf2

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF on each download: a second retrieval at 2026-10-19T12:31:50Z had the same length (1,100,277 bytes), SHA-256 1a1aa1135ad8aa59bdb949bf8df75262eb6feba51b47f49439dbb819c426fbdd, differed in 32 bytes (ModDate) and had an identical pdftotext -layout text layer.

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: lu-hetero-20261019-data-clinvar-snv-benchmark

areas
dna-genomes
contexts
clinical_research
version
ClinVar variant_summary release 2025-03-31; MANE RefSeq v1.4 GFF
variant count
259600
population
259,600 SNVs (Supplementary Figure S1); 258,944 scored in Figure 1 'All variants', 30.59% pathogenic
split
None: all models are zero-shot or precomputed; no training on the benchmark
repository
https://github.com/Brandes-Lab/VEP-eval
source locator
Methods 'ClinVar benchmark preparation' (pages 11 to 12); Supplementary Figure S1 (page 20)
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