Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
mRNA-LM
mRNA-LM is the method recorded for mRNA half-life prediction. This page preserves the configuration reported by mRNA-LM: full-length integrated SLM for mRNA analysis.
At a glance
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 |
|---|---|
| Recorded dataset | mRNA half-lifemRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman column |
| Recorded split | test set across CV splitsmRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman column |
| Recorded configuration | not stated in tablemRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman column |
| Model type | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Recorded evaluation
The imported evaluation describes this procedure: average test performance across cross-validation splits
mRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman columnBenchmarks and 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 |
|---|---|---|
| mRNA-LM: mRNA half-life prediction average test performance across cross-validation splits Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.696 Spearman rho Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedmRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman column Source checking is not independent reproduction. |
Strengths and limitations
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.mRNA-LM: full-length integrated SLM for mRNA analysis · Table 1, mRNA-LM row, mRNA half-life Spearman column
Profile review details
Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.
Stable record: reported-model-54d974e8e08043Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- mRNA-LM: full-length integrated SLM for mRNA analysis · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: reported-model-54d974e8e08043
- areas
- rna-transcriptomes
- entity level
- method
- version
- not stated in table
- reported name
- mRNA-LM
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract