| attributes.comparison.aggregation metric-specific; inspect result Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| attributes.comparison.dataset_version Abdelaal et al. 2019 Figure S10 Panel B; test set MTG, trained on ALM Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| attributes.comparison.population Table 2 raw dataset size for the test set (MTG) is recorded on ucc-research-data-abdelaal-mtg as context only; the scored denominator for this specific experiment is UNREPORTED in the retrieved sources. Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.population Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| attributes.comparison.protocol_id ucc-research-protocol-abdelaal-brain-inter-34pop Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| attributes.comparison.split Inter-dataset (cross-dataset, cross-species where applicable): trained on whole dataset(s) ALM, tested on whole dataset MTG. Not a within-dataset cross-validation split. Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.split Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| attributes.origin author_reported Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.origin Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| description Author-reported evaluation; no new execution. Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: description Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| Relationship: configuration ucc-research-config-abdelaal-svm-rejection Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:configuration:ucc-research-config-abdelaal-svm-rejection Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| Relationship: dataset ucc-research-data-abdelaal-mtg Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:dataset:ucc-research-data-abdelaal-mtg Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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| Relationship: protocol ucc-research-protocol-abdelaal-brain-inter-34pop Context-only references | A comparison of automatic cell identification methods for single-cell RNA sequencing data — Additional File 1 (Supplementary Data) Original source ↗ No field-specific location recorded Version: 10.1186/s13059-019-1795-z; Additional File 1 (Supplementary Data PDF) Retrieved: 2026-10-06T21:17:27Z | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:protocol:ucc-research-protocol-abdelaal-brain-inter-34pop Source artifact SHA-256: Not recorded Hash scope: Page-level pdftoppm image render (2400 dpi for Figure S10 panels; up to 4800 dpi spot-checked on Figure S9 Panel A, which carries no printed digits and is not ingested here), read directly as an image. Not pdftotext (the heatmap values are not present in the PDF's text layer), not OCR, not color-to-value inference. Inspected artifact |
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