| Scored count 151 Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.scored_count Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| Source dataset label Replogle genome-scale CRISPRi (K562) Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.source_dataset_label Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| Source location Page 7 paragraph 1; Fig. 3 caption Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.source_locator Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| Split No train/test split for edge AUROC; cross-validation where stated by the protocol Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: attributes.split Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| Description Replogle et al. 2022 genome-scale CRISPRi Perturb-seq in K562 (>640,000 cells, 2,024 perturbed genes); 151 perturbations evaluated under the primary parameterisation. Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: description Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|
| Name Replogle genome-scale CRISPRi, K562, 151 perturbations (Kendiukhov 2026) Context-only references | Systematic evaluation of single-cell foundation model interpretability: attention-derived edge scores add no incremental value over gene-level features for perturbation-target prediction (Kendiukhov 2026, BMC Genomics 27:634) Original source ↗ Page 7 paragraph 1; Fig. 3 caption Version: Version of record, BMC Genomics 27:634, published 2026-07-22 (received 2026-03-10, accepted 2026-05-14) Retrieved: 2026-10-14T12:01:07Z | not individually reviewed No individual claim review recorded Audit detailsField: name Source artifact SHA-256: 4c1699cb964ae588117a6737f5e9e189eb9a5ef5ff78568d2a99e7a13d6608fe Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
|---|