These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.
Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
Exact outcomes, predictions, identifiers and evaluator are connected.
Missing or unresolved evidence
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Missing or unresolved evidence
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A pinned recipe describes the inputs, environment and resource requirements.
Missing or unresolved evidence
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Separate data and exposure records support an independent test.
Missing or unresolved evidence
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No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: structure-informed pLM | Task: protein variant-effect classification Dataset: variant-effects benchmark | 0.803 AUROC fraction · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcestructure-informed pLM: protein variant-effect classification combined amino-acid, secondary structure, solvent accessibility and contact-map scoring Aggregation: Not reported Structure-Informed Protein Language Models are Robust Predictors for Variant Effects · PMC12068927 HTML, Table4, AA+SS+RSA+CM row, AUROC column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
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.
8 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.split paper evaluation Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot) No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.split paper evaluation Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.version Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot) No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.version Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description No value recorded Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot) No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description No value recorded Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name variant-effects benchmark Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot) No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name variant-effects benchmark Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: reported-dataset-2eaa2a051d45ee