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Source

Embeddings from protein language models predict conservation and variant effects (full text)

Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML · Peer-reviewed

DOI: 10.1007/s00439-021-02411-y

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.

24 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-cbb3da59bc08
Property and statementOriginal source and locationReview and provenance
attributes.artifact_sha256
042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.artifact_sha256

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Artifact url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC8716573/fullTextXML
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.artifact_url

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Doi
10.1007/s00439-021-02411-y
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.doi

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Licence
CC-BY-4.0
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.licence

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Media type
application/xml
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.media_type

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Publication status
peer_reviewed
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.publication_status

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Retrieved at
2026-10-10T06:46:14Z
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.retrieved_at

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

attributes.review.artifact_sha256
042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.review.artifact_sha256

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Review: date
2026-10-10
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.review.date

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Review: method note
Re-downloaded the artifact, compared its SHA-256 with the pin and read the title and abstract (or the cited section).
Source metadata
Embeddings from protein language models predict conservation and variant effects (full text)

Original source ↗

No field-specific location recorded

Version: Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
Retrieved: 2026-10-10T06:46:14Z

catalogued

No individual claim review recorded

Audit details

Field: attributes.review.method_note

Source artifact SHA-256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b

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

Inspected artifact

Sources and history

Release 2026-10-10-cbb3da59bc08 · Record review: source checked

Source text retrieved and hashed for the issue #88a functional-description fix.

Release history

No supporting source is linked yet.

Read original source

Download this release (gzip)
Technical metadata and extraction receipts

Stable ID: qa-descriptions-20261010-source-vespa-full

url
https://doi.org/10.1007/s00439-021-02411-y
artifact url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC8716573/fullTextXML
version
Human Genetics 141:1629-1647, 2022; PMC8716573 full-text XML
retrieved at
2026-10-10T06:46:14Z
artifact sha256
042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b
doi
10.1007/s00439-021-02411-y
publication status
peer_reviewed
licence
CC-BY-4.0
media type
application/xml
review
method: source-hash-verification; ai-assisted-source-review; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-10; artifact sha256: 042095fb9da6f1a9ed623768fbb86212af6b8d2b78949d9038f966bf65bd8e8b; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC8716573/fullTextXML; method note: Re-downloaded the artifact, compared its SHA-256 with the pin and read the title and abstract (or the cited section).; note: Re-downloaded on 2026-10-10; the bytes match artifact_sha256. The record identifies the original paper (title, DOI or arXiv identifier) and the text supports the descriptions that cite it.
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