result · source checked

0.80 tissue_weighted_mean_auroc

AlphaGenome absolute multimodal scores → RandomForestClassifier: Supervised distance-balanced eQTL causality, tissue weighted mean auroc

Tested model: AlphaGenome absolute multimodal scores → RandomForestClassifier
Task or benchmark: Supervised distance-balanced eQTL causality (AlphaGenome paper)
Dataset: Supervised distance-balanced eQTL causality: evaluated data subset
Procedure: Train the source’s random-forest classifier on the same balanced causality dataset and score the held-out chromosome test set.
Evaluation: AlphaGenome absolute multimodal scores → RandomForestClassifier: Supervised distance-balanced eQTL causality
Evidence: Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M14

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.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
AlphaGenome absolute multimodal scores → RandomForestClassifier: Supervised distance-balanced eQTL causality Model: AlphaGenome absolute multimodal scores → RandomForestClassifier · Benchmark: Supervised distance-balanced eQTL causality (AlphaGenome paper) · Dataset: Supervised distance-balanced eQTL causality: evaluated data subset Train the source’s random-forest classifier on the same balanced causality dataset and score the held-out chromosome test set. Author-reported evaluation · Evaluation metadata: needs review
0.80 tissue_weighted_mean_auroc Unit: dimensionless · Direction: higher Aggregation: auROC per tissue weighted by the tissue’s variant count; the supervised analysis additionally averages auROC across five fitted folds.	Uncertainty: unreported Scored: Not reported · Eligible: Not reported	source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M14 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 statement	Original source and location	Review and provenance
Reported result 0.80 Individual claims	AlphaGenome Nature 2026 supplementary comparison tables Original source ↗ 'Suppl Table 4 Variant performan'!M14 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

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Sources and history

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

AlphaGenome Nature 2026 supplementary comparison tables · Original source · Nature version of record, 28 January 2026
AlphaGenome Nature 2026 supplementary methods · Original source · Supplement to Nature version of record, 28 January 2026; content hash pinned
alphagenome: Journal full-text XML · Original source · Retrieved page snapshot; no immutable publisher revision supplied

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Technical metadata and extraction receipts

Stable ID: alphagenome-2026-result-5059e5c4d8ea60db

areas: dna-genomes
printed value: 0.80
printed value basis: Workbook number format 0.00
numeric value: 0.799775799314286
raw xml value: 0.799775799314286
workbook number format: 0.00
metric: tissue_weighted_mean_auroc
metric direction: higher
unit: dimensionless
aggregation: auROC per tissue weighted by the tissue’s variant count; the supervised analysis additionally averages auROC across five fitted folds.
uncertainty: Not reported
scored count: Not reported
eligible count: Not reported
source cells: 'Suppl Table 4 Variant performan'!M14
source locator: 'Suppl Table 4 Variant performan'!M14
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

evaluation: AlphaGenome absolute multimodal scores → RandomForestClassifier: Supervised distance-balanced eQTL causality

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