Source

scverse/scvi-tools README.md

73b28e44223621470e582a81a102c107bb22678b

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1 configuration
1 pipeline
1 evidence claim

Claims

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scVI + scANVI: description: Description Probabilistic single-cell comparator in the scaLR study: variational autoencoders infer low-dimensional cell representations and the scANVI stage uses annotation labels for cell-type prediction. (Reviewed profile (2026-09-16): summary at Methods/scaLR performance comparison with different pipelines (paragraph 6); Results/Comparison of scaLR extracted top 3,500 features as input for different pipelines (paragraph 1); architecture fact at Methods/scaLR performance comparison with different pipelines (paragraph 6); Methods/scaLR performance comparison with different pipelines (paragraph 3); description text also read at Methods/scaLR performance comparison with different pipelines (scVI-tools description))

Models, benchmarks and other records

Configurations (1)

scVI

Pipelines (1)

scVI + scANVI

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.

14 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Artifact SHA-256 eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Artifact url https://raw.githubusercontent.com/scverse/scvi-tools/73b28e44223621470e582a81a102c107bb22678b/README.md Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Retrieved at 2026-09-16T20:00:02.370441+00:00 Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Review method 1 values automated-source-review Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Review: scope Explanatory metadata only; no new numerical result or independent reproduction. Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Url https://github.com/scverse/scvi-tools/blob/73b28e44223621470e582a81a102c107bb22678b/README.md Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Version 73b28e44223621470e582a81a102c107bb22678b Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Description Primary-source artifact inspected during the configuration-profile evidence review. Its licence and scope are not inherited by unrelated models or data. Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Search facets None recorded Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Record ID evidence-reported-base-scvi-readme-md Source metadata	scverse/scvi-tools README.md Original source ↗ No field-specific location recorded Version: 73b28e44223621470e582a81a102c107bb22678b Retrieved: 2026-09-16T20:00:02.370441+00:00	catalogued No individual claim review recorded Audit details Field: `id` Source artifact SHA-256: `eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

Primary-source artifact inspected during the configuration-profile evidence review. Its licence and scope are not inherited by unrelated models or data.

Release history

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Technical metadata and extraction receipts

Stable ID: evidence-reported-base-scvi-readme-md

artifact sha256: eb46b8a54e60643ca0cd8cb375ede05b01dcbd2380ca17ce8027a92ba13cebbb
artifact url: https://raw.githubusercontent.com/scverse/scvi-tools/73b28e44223621470e582a81a102c107bb22678b/README.md
retrieved at: 2026-09-16T20:00:02.370441+00:00
url: https://github.com/scverse/scvi-tools/blob/73b28e44223621470e582a81a102c107bb22678b/README.md
version: 73b28e44223621470e582a81a102c107bb22678b
review: method: automated-source-review; scope: Explanatory metadata only; no new numerical result or independent reproduction.

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