Protein Language Models Expose Viral Immune Mimicry
2025 · version of record · Peer-reviewed
What this source contributed
Records in this release that cite this source. A record can cite several sources.
Results
Values as the source printed them. Compare results only under compatible protocols, datasets and metrics.
Claims
Statements this source supports, each with where in the source it was checked.
- ESM2 8M: family ESM-2: Family ESM-2 (Methods: pretrained ESM2 variants and fine-tuning; results table row ESM2 8M)
- ESM2 8M: family ESM-2: Family ESM-2 (Methods: ESM2 models, mean pooling and fine-tuning; result rows 8M/35M/150M/650M)
- ESM2 35M: family ESM-2: Family ESM-2 (Methods: ESM2 models, mean pooling and fine-tuning; result rows 8M/35M/150M/650M)
- ESM2 150M: family ESM-2: Family ESM-2 (Methods: ESM2 models, mean pooling and fine-tuning; result rows 8M/35M/150M/650M)
- ESM2 650M: family ESM-2: Family ESM-2 (Methods: ESM2 models, mean pooling and fine-tuning; result rows 8M/35M/150M/650M)
- Reported AUROC for ESM2 650M: Printed value 99.67 (Table 1, ESM2 650M row, AUC (%) column)
Models, benchmarks and other records
Configurations (1)
Tasks (1)
Datasets (1)
Evaluations (1)
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Artifact retrieved at 2026-09-16T10:33:57.274Z Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Artifact SHA-256 15250af2f75f70e2b6a3725d00bc7e276ed9d2d4a54f0ae9d6eaabf6be13e4a1 Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12474240/fullTextXML Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Doi 10.3390/v17091199 Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Missing metadata: licence: reason unextracted Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Publication status peer_reviewed Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Retrieved at 2026-09-15T23:37:05Z Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Scope decision included Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Url https://pmc.ncbi.nlm.nih.gov/articles/PMC12474240/ Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Version version of record Source metadata | Protein Language Models Expose Viral Immune Mimicry No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: discovered
Primary paper retained with its original identifier. Metadata inherited from the literature collection; individual result checks are separate.
Technical metadata and extraction receipts
Stable ID: viral-immune-mimicry-2025
- areas
- proteins-complexes
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC12474240/
- version
- version of record
- retrieved at
- 2026-09-15T23:37:05Z
- doi
- 10.3390/v17091199
- publication status
- peer_reviewed
- year
- 2025
- artifact sha256
- 15250af2f75f70e2b6a3725d00bc7e276ed9d2d4a54f0ae9d6eaabf6be13e4a1
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12474240/fullTextXML
- artifact retrieved at
- 2026-09-16T10:33:57.274Z
- scope decision
- included
- missing metadata
- licence: reason: unextracted