Result

0.81 Spearman rho

CodonBERT · Spearman rho · flu-vaccine sequences

Tested configuration: CodonBERT
Task: flu-vaccine mRNA property prediction
Dataset: flu-vaccine sequences
Procedure: codon-based model fine-tuned for downstream regression
Evaluation: CodonBERT: flu-vaccine mRNA property prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation 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

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: flu-vaccine mRNA property 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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Evidence table

Inspect claims, sources and review details

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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 0.81 Individual claims	CodonBERT large language model for mRNA vaccines Original source ↗ Table 2, CodonBERT row, Flu vaccines Spearman correlation column Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558201+00:00	source checked independent ai table review · 2026-09-16T10:38:57.558201+00:00 author reported Audit details Matched the CodonBERT row and Flu vaccines column (0.81). The table footnote identifies regression columns as Spearman rank correlation and singles out E. coli as classification; this is not a flu-vaccine accuracy score. Field: `attributes.printed_value` Claim: claim-b2-codonbert-vaccines-2024 Source artifact SHA-256: `2968073753e6d44feff9c08b131edf23145e95b171434539dddf77bb92847033` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `2968073753e6d44feff9c08b131edf23145e95b171434539dddf77bb92847033` Extraction artifact

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Sources and history

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

1 source records and release history

CodonBERT large language model for mRNA vaccines · Original source · journal full text in PMC

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Technical metadata and extraction receipts

Stable ID: b2-codonbert-vaccines-2024

areas: rna-transcriptomes
tasks: flu-vaccine mRNA property prediction
printed value: 0.81
numeric value: 0.81
metric: Spearman rho
metric direction: unknown
unit: unitless
uncertainty: Not reported
source locator: Table 2, CodonBERT row, Flu vaccines Spearman correlation column
review: method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558201+00:00; notes: Matched the CodonBERT row and Flu vaccines column (0.81). The table footnote identifies regression columns as Spearman rank correlation and singles out E. coli as classification; this is not a flu-vaccine accuracy score.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 0.81.; artifact sha256: 2968073753e6d44feff9c08b131edf23145e95b171434539dddf77bb92847033; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11368176/fullTextXML
legacy id: b2-codonbert-vaccines-2024
legacy row: id: b2-codonbert-vaccines-2024; paper id: codonbert-vaccines-2024; domain id: rna-transcriptomes; task: flu-vaccine mRNA property prediction; model: CodonBERT; model version: not stated in table; dataset: flu-vaccine sequences; dataset version: Not reported; split: paper evaluation; metric: Spearman rho; value: 0.81; unit: unitless; uncertainty: Not reported; protocol: codon-based model fine-tuned for downstream regression; source locator: Table 2, CodonBERT row, Flu vaccines Spearman correlation column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11368176/; 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: CodonBERT: flu-vaccine mRNA property prediction
subject: Reported Spearman rho for CodonBERT

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