Robust deep learning based protein sequence design using ProteinMPNN
Primary reference; inspect retrieval status and review scope.
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.
15 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.artifact_sha256 3e9042dc0ac2837e07654a43e74abcbcdd7dc4cf017fa81e2d9869b1fdb3c52e Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9997061/fullTextXML Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.doi 10.1126/science.add2187 Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.retrieved_at 2026-09-17T08:05:52.531816+00:00 Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9997061/fullTextXML Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.version PMC primary-source artifact, version pinned by SHA256 Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description Primary reference; inspect retrieval status and review scope. Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| facets {} Source metadata | Robust deep learning based protein sequence design using ProteinMPNN No field-specific location recorded Version: PMC primary-source artifact, version pinned by SHA256 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Sources and history
Release 2026-09-17-d277315f7d76 · Record review: source checked
No supporting source is linked yet.
Download this releaseTechnical metadata and extraction receipts
Stable ID: evidence-expansion-p2-proteinmpnn-original-3e9042dc0ac2
- url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9997061/fullTextXML
- doi
- 10.1126/science.add2187
- version
- PMC primary-source artifact, version pinned by SHA256
- retrieved at
- 2026-09-17T08:05:52.531816+00:00
- artifact sha256
- 3e9042dc0ac2837e07654a43e74abcbcdd7dc4cf017fa81e2d9869b1fdb3c52e
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9997061/fullTextXML
- hash scope
- Exact retrieved primary paper artifact bytes.
- review scope
- Source identification and table transcription; no independent experimental reproduction.