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Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction

Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 · Preprint

DOI: 10.1101/2024.12.02.626519

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26 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-cbb3da59bc08
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722 Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3APPR950488+AND+SRC%3APPR&format=json&resultType=core Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Doi 10.1101/2024.12.02.626519 Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Hash scope SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Licence CC-BY-NC-ND-4.0 Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.licence` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Media type application/json Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.media_type` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Publication status preprint Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.publication_status` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Retrieved at 2026-10-10T06:44:12Z Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
attributes.review.artifact_sha256 600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722 Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.review.artifact_sha256` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Review: date 2026-10-10 Source metadata	Abstract: Retrieval Augmented Protein Language Models for Protein Structure Prediction Original source ↗ No field-specific location recorded Version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024 Retrieved: 2026-10-10T06:44:12Z	catalogued No individual claim review recorded Audit details Field: `attributes.review.date` Source artifact SHA-256: `600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact

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

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

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Technical metadata and extraction receipts

Stable ID: qa-descriptions-20261010-source-aido-protein-rag

url: https://doi.org/10.1101/2024.12.02.626519
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3APPR950488+AND+SRC%3APPR&format=json&resultType=core
version: Europe PMC core record PPR/PPR950488 (title and abstract), bioRxiv 2024
retrieved at: 2026-10-10T06:44:12Z
artifact sha256: 600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722
publication status: preprint
media type: application/json
source locator: abstractText
doi: 10.1101/2024.12.02.626519
licence: CC-BY-NC-ND-4.0
hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence.
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: 600401528a99b20a4a7c7bccf55ddf85f93bd3f50b24817e490b0ca64b4da722; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3APPR950488+AND+SRC%3APPR&format=json&resultType=core; 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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