rewire.it
result · source checked

0.65 Lasso pearsonr (DNASE + RNA + CHIP)

AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV: Supervised multimodal CAGI5 MPRA prediction, Lasso pearsonr (DNASE + RNA + CHIP)

Tested model
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV
Task or benchmark
Supervised multimodal CAGI5 MPRA prediction (AlphaGenome paper)
Dataset
Supervised multimodal CAGI5 MPRA prediction: evaluated data subset
Procedure
Generate multimodal features using the Borzoi-comparison scoring strategy, standardize from training statistics and fit per-locus LASSO.
Evaluation
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV: Supervised multimodal CAGI5 MPRA prediction
Evidence
Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M12

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

Evaluation results

Release 2026-09-17-a757f4af4277 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV: Supervised multimodal CAGI5 MPRA prediction

Generate multimodal features using the Borzoi-comparison scoring strategy, standardize from training statistics and fit per-locus LASSO.

Author-reported evaluation · Evaluation metadata: needs review

0.65 Lasso pearsonr (DNASE + RNA + CHIP)

Unit: correlation · Direction: higher

Aggregation: Mean Pearson correlation across included locus/context tests. The figure-average protocol excludes MYC for LASSO non-convergence and TERT-GBM for matched comparisons.

Uncertainty: unreported

Scored: Not reported · Eligible: Not reported

source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M12

Source checking is not independent reproduction.

Evidence table

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.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-a757f4af4277
Property and statementOriginal source and locationReview and provenance
Reported result

0.65

Individual claims
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

'Suppl Table 4 Variant performan'!M12

Version: Nature version of record, 28 January 2026
Retrieved: 2026-09-17T06:31:06.887921+00:00

source checked

OOXML extraction and separate automated primary-source review · 2026-09-17

author reported

Audit details

Checked against a second extraction. Fixed-format display and exact stored decimals preserved separately. No experiment rerun.

Field: attributes.printed_value

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

Hash scope: SHA-256 of exact retrieved original artifact bytes

Format: xlsx

Inspected artifact

Extraction artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

Extraction artifact

Sources and history

Release 2026-09-17-a757f4af4277 · Record review: source checked

Download this release
Technical metadata and extraction receipts

Stable ID: alphagenome-2026-result-e73a0458ca9cd659

areas
dna-genomes
printed value
0.65
printed value basis
Workbook number format 0.00
numeric value
0.65400000000000003
raw xml value
0.65400000000000003
workbook number format
0.00
metric
Lasso pearsonr (DNASE + RNA + CHIP)
metric direction
higher
unit
correlation
aggregation
Mean Pearson correlation across included locus/context tests. The figure-average protocol excludes MYC for LASSO non-convergence and TERT-GBM for matched comparisons.
uncertainty
Not reported
scored count
Not reported
eligible count
Not reported
source cells
'Suppl Table 4 Variant performan'!M12
source locator
'Suppl Table 4 Variant performan'!M12
review
method: OOXML extraction and separate automated primary-source review; date: 2026-09-17; artifact sha256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154; retrieval url: https://media.springernature.com/original/springer-static/esm/art%3A10.1038%2Fs41586-025-10014-0/MediaObjects/41586_2025_10014_MOESM3_ESM.xlsx; note: Checked against a second extraction. Fixed-format display and exact stored decimals preserved separately. No experiment rerun.
missing metadata
uncertainty: unreported; scored count: unextracted; eligible count: unextracted; seeds: unreported
source warnings
None recorded
Related records

Suggest a correction