rewirebio.iobenchmarks
Evidence claim

scope_note: regulatory-variant-20261009-protocol-tang2025-cagi5-hepg2

Descriptive fact transcribed from the pinned source.

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.

6 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-6e93f504adfc
Property and statementOriginal source and locationReview and provenance
attributes.field
scope_note
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.source_locator
Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.value
gLMs fine-tuned on the lentiMPRA data also yielded improved performance (Additional file 1: Table S3); those values are not in Table 1.
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

description
Descriptive fact transcribed from the pinned source.
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Relationship: subject
regulatory-variant-20261009-protocol-tang2025-cagi5-hepg2
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:regulatory-variant-20261009-protocol-tang2025-cagi5-hepg2

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

name
scope_note: regulatory-variant-20261009-protocol-tang2025-cagi5-hepg2
Context-only references
Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Original source ↗

Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2

Version: Genome Biology 26:203, published 2025-07-14; PMC12261763 full-text XML
Retrieved: 2026-10-09T21:04:28Z

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

Release 2026-10-10-6e93f504adfc · Record review: source checked

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

Stable ID: regulatory-variant-20261009-claim-tang2025-finetuned-not-in-table

field
scope_note
value
gLMs fine-tuned on the lentiMPRA data also yielded improved performance (Additional file 1: Table S3); those values are not in Table 1.
source locator
Results 'Task 3: zero-shot variant effect prediction with MPRA data' paragraph 2
review
method: source-hash-verification; ai-assisted-source-review; method note: Re-downloaded the article XML, matched its SHA-256 and read the cited paragraphs with the reviewer's own JATS text extractor.; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-09; artifact sha256: f6925cc2d93d0694ccc689970207c2df9b7b0d2562d276ede99f0c78d413b08b; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12261763/fullTextXML; note: Hand transcription from the article text. Pending independent review. Independent review 2026-10-09: Statement matches the cited paragraph.
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