result · source checked
0.81 Spearman rho
CodonBERT · Spearman rho · flu-vaccine sequences
- Tested model
- CodonBERT
- Task or benchmark
- 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
- 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.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| CodonBERT: flu-vaccine mRNA property prediction codon-based model fine-tuned for downstream regression Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.81 Spearman rho Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- CodonBERT large language model for mRNA vaccines · Original source · journal full text in PMC
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