Result

0.669 R-squared

mRNABERT · R-squared · human ultra-long mRNAs

Tested configuration: mRNABERT
Task: translation-efficiency prediction
Dataset: human ultra-long mRNAs
Procedure: human translation-efficiency regression at 3066-nt input
Evaluation: mRNABERT: translation-efficiency prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedmRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset · Table 2, mRNABERT (3066) row, Human R-squared column

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.

Reproduction

Split: paper evaluation
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: translation-efficiency prediction

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.669 Individual claims	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ Table 2, mRNABERT (3066) row, Human R-squared column Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558216+00:00	source checked independent ai table review · 2026-09-16T10:38:57.558216+00:00 author reported Audit details Resolved Human group and its R-squared subcolumn. mRNABERT (3066) reports 0.669; Human Spearman is 0.814 and Mouse R-squared is 0.649. Caption specifies ultra-long mRNA translation-efficiency prediction. Field: `attributes.printed_value` Claim: claim-b2-mrnabert-2025 Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Extraction artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset · Original source · journal full text in PMC

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Technical metadata and extraction receipts

Stable ID: b2-mrnabert-2025

areas: rna-transcriptomes
tasks: translation-efficiency prediction
printed value: 0.669
numeric value: 0.669
metric: R-squared
metric direction: unknown
unit: unitless
uncertainty: Not reported
source locator: Table 2, mRNABERT (3066) row, Human R-squared column
review: method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558216+00:00; notes: Resolved Human group and its R-squared subcolumn. mRNABERT (3066) reports 0.669; Human Spearman is 0.814 and Mouse R-squared is 0.649. Caption specifies ultra-long mRNA translation-efficiency prediction.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 0.669.; artifact sha256: ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12644827/fullTextXML
legacy id: b2-mrnabert-2025
legacy row: id: b2-mrnabert-2025; paper id: mrnabert-2025; domain id: rna-transcriptomes; task: translation-efficiency prediction; model: mRNABERT; model version: 3066-nt input; dataset: human ultra-long mRNAs; dataset version: Not reported; split: paper evaluation; metric: R-squared; value: 0.669; unit: unitless; uncertainty: Not reported; protocol: human translation-efficiency regression at 3066-nt input; source locator: Table 2, mRNABERT (3066) row, Human R-squared column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12644827/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:33:26Z
missing metadata: dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: mRNABERT: translation-efficiency prediction
subject: Reported R-squared for mRNABERT

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