Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues
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Evidence
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Evidence table
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28 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.artifact_retrieved_at 2026-09-16T10:41:06Z Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.artifact_sha256 77546faec51cfb5c78b73c5943f940c4e0097d130b1ddde4ab8287b507b36df6 Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | 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/PMC13418759/fullTextXML Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.doi 10.1186/s12859-026-06538-5 Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.doi 10.1186/s12859-026-06538-5 Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.id single-cell-residual-geometry-2026 Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.notes Primary full text verified via Europe PMC fullTextXML; venue: BMC Bioinformatics; PMC ID: PMC13418759. Score reflects scGPT plus paper geometry features, not raw scGPT. Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.primary_domain cells-tissues Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.publication_status peer_reviewed Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.legacy_paper.retrieved_utc 2026-09-15T23:37:05Z Source metadata | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues No field-specific location recorded Version: version of record | 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
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Release 2026-09-29-06401fd5b220 · Record review: discovered
Technical metadata and extraction receipts
Stable ID: single-cell-residual-geometry-2026
- areas
- cells-tissues
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC13418759/
- version
- version of record
- retrieved at
- 2026-09-15T23:37:05Z
- doi
- 10.1186/s12859-026-06538-5
- publication status
- peer_reviewed
- year
- 2026
- artifact sha256
- 77546faec51cfb5c78b73c5943f940c4e0097d130b1ddde4ab8287b507b36df6
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13418759/fullTextXML
- artifact retrieved at
- 2026-09-16T10:41:06Z
- legacy paper
- id: single-cell-residual-geometry-2026; title: Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues; year: 2026; publication status: peer_reviewed; version: version of record; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13418759/; primary domain: cells-tissues; retrieved utc: 2026-09-15T23:37:05Z; notes: Primary full text verified via Europe PMC fullTextXML; venue: BMC Bioinformatics; PMC ID: PMC13418759. Score reflects scGPT plus paper geometry features, not raw scGPT.; doi: 10.1186/s12859-026-06538-5
- scope decision
- included
- missing metadata
- licence: not_reported_in_legacy_extract