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Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Primary-source artifact inspected during the configuration-profile evidence review. Its licence and scope are not inherited by unrelated models or data.

Evidence table

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.

14 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-16-1deea030a998
Property and statementOriginal source and locationReview and provenance
attributes.artifact_sha256

6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.artifact_sha256

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.artifact_url

https://pmc.ncbi.nlm.nih.gov/articles/PMC12068927/

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.artifact_url

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.retrieved_at

2026-09-16T19:58:11.209175+00:00

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.retrieved_at

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.review_method

automated_source_review

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.review_method

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.review_scope

Explanatory metadata only; no new numerical result or independent reproduction.

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.review_scope

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.url

https://pmc.ncbi.nlm.nih.gov/articles/PMC12068927/

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.url

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.version

Human Genetics 2025 journal article (online 2024)

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: attributes.version

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

description

Primary-source artifact inspected during the configuration-profile evidence review. Its licence and scope are not inherited by unrelated models or data.

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

facets

{}

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: facets

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

id

evidence-reported-structure-informed-current-html

Source metadata
Structure-Informed Protein Language Models are Robust Predictors for Variant Effects (reviewed HTML snapshot)

Original source ↗

No field-specific location recorded

Version: Human Genetics 2025 journal article (online 2024)
Retrieved: 2026-09-16T19:58:11.209175+00:00

catalogued

No individual claim review recorded

Audit details

Field: id

Source artifact SHA-256: 6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

Release 2026-09-16-1deea030a998 · Record review: source checked

No supporting source is linked yet.

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Technical metadata and extraction receipts

Stable ID: evidence-reported-structure-informed-current-html

artifact sha256
6686d2646e7b1b1203a7ef6d48bacf966b4cd6b0895fd2855551937c6bb87111
artifact url
https://pmc.ncbi.nlm.nih.gov/articles/PMC12068927/
retrieved at
2026-09-16T19:58:11.209175+00:00
review method
automated_source_review
review scope
Explanatory metadata only; no new numerical result or independent reproduction.
url
https://pmc.ncbi.nlm.nih.gov/articles/PMC12068927/
version
Human Genetics 2025 journal article (online 2024)
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