XGBoost baseline
Source-supported baseline for this exact protocol. Measured evidence is linked through its configuration.
Evaluation results
0 evaluations · 0 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
No evaluations linked in this release.
Source checking is not independent reproduction. Release 2026-09-30-e37e3ab1284d.
Applicable tests and references
Applicability is distinct from a completed evaluation.
- scTab Table 1a: seeded model fits · Proposed association
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.
14 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.applicability source_supported Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.applicability source_supported Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.baseline_role conventional Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.baseline_role conventional Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.measurement_status measured Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.measurement_status measured Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Source-supported baseline for this exact protocol. Measured evidence is linked through its configuration. Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Source-supported baseline for this exact protocol. Measured evidence is linked through its configuration. Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: applicable to ucc-research-protocol-sctab-seed Context-only references | scTab: Scaling cross-tissue single-cell annotation models No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: applicable to ucc-research-protocol-sctab-seed Context-only references | scTab supplementary comparison tables No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information to 10.1038/s41467-024-51059-5 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
View linked audit checks and correction history
Release 2026-09-30-e37e3ab1284d · Record review: source checked
2 source records and release history
- scTab: Scaling cross-tissue single-cell annotation models · Original source · 10.1038/s41467-024-51059-5; published article XML retrieved 2026-09-30
- scTab supplementary comparison tables · Original source · Supplementary Information to 10.1038/s41467-024-51059-5
Technical metadata and extraction receipts
Stable ID: ucc-research-baseline-sctab-xgboost
- baseline role
- conventional
- applicability
- source_supported
- review
- method: automated_source_review; actor: Codex research coverage worker; reviewed at: 2026-09-30T21:43:56Z; note: Primary-source table transcription and scope review; no independent reproduction or human scientific review.
- measurement status
- measured
Related records
- configuration: XGBoost — scTab Table 1
- applicable to: scTab Table 1a: seeded model fits