This paper-specific evaluation tests flu-vaccine mRNA property prediction using flu-vaccine sequences.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation column |
| Inputs | flu-vaccine sequencesCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation column |
| Assessment | Spearman rhoCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation column |
| Recorded split or evaluation setting | paper evaluationCodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: codon-based model fine-tuned for downstream regression. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
CodonBERT large language model for mRNA vaccines · Table 2, CodonBERT row, Flu vaccines Spearman correlation columnRelease 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. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-1c74661df2c401Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-1c74661df2c401