Transfer learning to leverage larger datasets for improved prediction of protein stability changes
Primary source retrieved and hashed for the protein stability use-case pass.
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.
17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.artifact_sha256 ba9a763c388eeea47d70fd0d8e2fbf497f61fc8a88dc93d5dac261572daa8010 Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10861915/fullTextXML Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.doi 10.1073/pnas.2314853121 Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.licence CC-BY-NC-ND-4.0 Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.media_type application/xml Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.publication_status peer_reviewed Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.retrieved_at 2026-10-09T21:01:06Z Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.url https://doi.org/10.1073/pnas.2314853121 Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.version PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Primary source retrieved and hashed for the protein stability use-case pass. Source metadata | Transfer learning to leverage larger datasets for improved prediction of protein stability changes No field-specific location recorded Version: PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-10-10-7fcc3e48a123 · Record review: source checked
Technical metadata and extraction receipts
Stable ID: protein-stability-20261009-source-dieckhaus2024
- areas
- proteins-complexes
- contexts
- research
- url
- https://doi.org/10.1073/pnas.2314853121
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10861915/fullTextXML
- version
- PNAS 121(6):e2314853121, published 2024-01-29; PMC10861915 full-text XML
- retrieved at
- 2026-10-09T21:01:06Z
- artifact sha256
- ba9a763c388eeea47d70fd0d8e2fbf497f61fc8a88dc93d5dac261572daa8010
- doi
- 10.1073/pnas.2314853121
- publication status
- peer_reviewed
- licence
- CC-BY-NC-ND-4.0
- media type
- application/xml