scVI + scANVI: uses model scVI
Sequential scVI and scANVI procedure is explicitly parameterized; keep pipeline separate from scVI alone.
Evidence
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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.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:uses_model:catalog-model-scvi Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | 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.source_locator Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | 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.target_id catalog-model-scvi Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | 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 Sequential scVI and scANVI procedure is explicitly parameterized; keep pipeline separate from scVI alone. Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | 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: subject reported-model-1be5c4b7c52a41 Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name scVI + scANVI: uses model scVI Context-only references | scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs Version: version of record | 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 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- scaLR: a low-resource deep neural network-based platform for single cell analysis and biomarker discovery · Original source · version of record
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-b6c7c2fab9c03b2fc47d
- areas
- cells-tissues
- field
- links:uses_model:catalog-model-scvi
- target id
- catalog-model-scvi
- source locator
- Tables 2 and 3 footnote b: scVI epochs 100 and scANVI epochs 25; Results comparison paragraphs
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. Sequential scVI and scANVI procedure is explicitly parameterized; keep pipeline separate from scVI alone.
Related records
- subject: scVI + scANVI