Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification
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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 2026-09-16T10:41:16.530269+00:00 Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 77a4a859010259eadf2187465db6ab385efa4927a5eadb95c1e01991044c283f Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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/PMC10862733/fullTextXML Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.doi 10.1101/2024.01.27.577455 Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 10.1101/2024.01.27.577455 Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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-peft-2024 Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 via Europe PMC XML; venue: bioRxiv; PMC ID: PMC10862733. Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 preprint Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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 2026-09-15T23:25:00Z Source metadata | Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification No field-specific location recorded Version: preprint archived 2024-01-30 | 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-peft-2024
- areas
- cells-tissues
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC10862733/
- version
- preprint archived 2024-01-30
- retrieved at
- 2026-09-15T23:25:00Z
- doi
- 10.1101/2024.01.27.577455
- publication status
- preprint
- year
- 2024
- artifact sha256
- 77a4a859010259eadf2187465db6ab385efa4927a5eadb95c1e01991044c283f
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10862733/fullTextXML
- artifact retrieved at
- 2026-09-16T10:41:16.530269+00:00
- legacy paper
- id: single-cell-peft-2024; title: Parameter-Efficient Fine-Tuning Enhances Adaptation of Single Cell Large Language Model for Cell Type Identification; year: 2024; publication status: preprint; version: preprint archived 2024-01-30; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC10862733/; primary domain: cells-tissues; retrieved utc: 2026-09-15T23:25:00Z; notes: Primary full text via Europe PMC XML; venue: bioRxiv; PMC ID: PMC10862733.; doi: 10.1101/2024.01.27.577455
- scope decision
- included
- missing metadata
- licence: not_reported_in_legacy_extract