Result

0.92 AUPRC

Vaxign-DL + ESM · AUPRC · vaccine candidate validation

Tested pipeline: Vaxign-DL + ESM
Task: vaccine-antigen candidate prediction
Dataset: vaccine candidate validation
Procedure: Combined skip architecture, four layers, ESM-generated sequence features
Evaluation: Vaxign-DL + ESM: vaccine-antigen candidate prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: ±0.013
Evidence: Author-reported evaluation · source checkedEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC 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: Not reported
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: vaccine-antigen candidate 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

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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 0.92 Individual claims	Enhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features Original source ↗ Table 2, 4 Layers row, AUPRC column Version: preprint version in PMC Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details Source spells 4 Layerss; AUPRC0.92±0.013. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-012 Source artifact SHA-256: `b76fff917addd0e9ff8a2fc843496132ecf832d3ceef248e3edf2dbc78baab5f` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `b76fff917addd0e9ff8a2fc843496132ecf832d3ceef248e3edf2dbc78baab5f` 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

Enhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Original source · preprint version in PMC

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Technical metadata and extraction receipts

Stable ID: lit-b4-012

areas: proteins-complexes
tasks: vaccine-antigen candidate prediction
printed value: 0.92
numeric value: 0.92
metric: AUPRC
metric direction: unknown
unit: fraction
uncertainty: ±0.013
source locator: Table 2, 4 Layers row, AUPRC column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Source spells 4 Layerss; AUPRC0.92±0.013. Transcription verified; experimental claims not independently reproduced.; evidence: 0.92 ± 0.013; artifact sha256: b76fff917addd0e9ff8a2fc843496132ecf832d3ceef248e3edf2dbc78baab5f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11398487/fullTextXML
legacy id: lit-b4-012
legacy row: id: lit-b4-012; paper id: vaxign-esm-2024; domain id: proteins-complexes; task: vaccine-antigen candidate prediction; model: Vaxign-DL + ESM; model version: Not reported; dataset: vaccine candidate validation; dataset version: Not reported; split: Not reported; metric: AUPRC; value: 0.92; unit: fraction; uncertainty: ±0.013; protocol: Combined skip architecture, four layers, ESM-generated sequence features; source locator: Table 2, 4 Layers row, AUPRC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11398487/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

Related records

evaluation: Vaxign-DL + ESM: vaccine-antigen candidate prediction
subject: Reported AUPRC for Vaxign-DL + ESM

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