These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.
Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
Exact outcomes, predictions, identifiers and evaluator are connected.
Missing or unresolved evidence
Verified: Not verified
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Missing or unresolved evidence
Verified: Not verified
A pinned recipe describes the inputs, environment and resource requirements.
Missing or unresolved evidence
Verified: Not verified
Separate data and exposure records support an independent test.
Missing or unresolved evidence
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No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.
2 evaluations · 2 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: scXDR | Task: Cross-dataset single-cell drug response transfer Dataset: scXDR transfer scenario 2 | 0.825 AUC unitless · unknown Uncertainty: ± 0.1573 standard deviation Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcescXDR: Cross-dataset single-cell drug response transfer Single-cell-to-single-cell transfer; source scenario 2. Aggregation: Not reported scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Table 2, scXDR row, Scenario 2 column |
| Configuration: scVI | Task: Cross-dataset single-cell drug response transfer Dataset: scXDR transfer scenario 2 | 0.697 AUC unitless · unknown Uncertainty: ± 0.2463 standard deviation Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcescVI: Cross-dataset single-cell drug response transfer Single-cell-to-single-cell transfer; source scenario 2. Aggregation: Not reported scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning · Table 2, scVI row, Scenario 2 column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
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.
4 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.split Not reported Context-only references | scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning No field-specific location recorded Version: PMC archival version PMC12859067.1 | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.version Not reported Context-only references | scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning No field-specific location recorded Version: PMC archival version PMC12859067.1 | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description No value recorded Context-only references | scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning No field-specific location recorded Version: PMC archival version PMC12859067.1 | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name scXDR transfer scenario 2 Context-only references | scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning No field-specific location recorded Version: PMC archival version PMC12859067.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: reported-dataset-f7210686a78474