Source

biomap-research/scFoundation: README.md

397631c495eddf9ad6644fc00c6ea8139e651245

Original source

What this source contributed

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1 model
1 evidence claim

Claims

Statements this source supports, each with where in the source it was checked.

scFoundation: description: Description scFoundation produces contextual cell and gene representations from gene-expression measurements. (Reviewed profile summary (2026-09-16): evidence-official-bfbc8babf3630ddb3ed7, evidence-official-7972ce2bdd6a5e40d8ad, evidence-official-9863509ad10b824dc96b: June 15 2023 scFoundation manuscript: Results pre-training framework; Methods Data collection, Embedding, Encoder, Decoder and Read-depth-aware pre-training; official model README)

Models, benchmarks and other records

Models (1)

scFoundation

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

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.

18 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 format original_artifact Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_format` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Artifact SHA-256 02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376 Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Artifact url https://raw.githubusercontent.com/biomap-research/scFoundation/397631c495eddf9ad6644fc00c6ea8139e651245/README.md Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Hash scope SHA-256 of retrieved original artifact bytes Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Retrieval note Direct source retrieval Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieval_note` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Retrieved at 2026-09-16T19:46:18.581063+00:00 Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Review method 1 values automated-source-review Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Review: scope Only cited profile claims; no numerical performance result added or independently reproduced. Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Source location README.md Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Url https://github.com/biomap-research/scFoundation/blob/397631c495eddf9ad6644fc00c6ea8139e651245/README.md Source metadata	biomap-research/scFoundation: README.md Original source ↗ No field-specific location recorded Version: 397631c495eddf9ad6644fc00c6ea8139e651245 Retrieved: 2026-09-16T19:46:18.581063+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact

How to read the evidence

Sources and history

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

Primary-source artifact retrieved for field-level model-profile review. Source inspection is not independent model reproduction.

Release history

No supporting source is linked yet.

Read original source

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Technical metadata and extraction receipts

Stable ID: evidence-official-bfbc8babf3630ddb3ed7

url: https://github.com/biomap-research/scFoundation/blob/397631c495eddf9ad6644fc00c6ea8139e651245/README.md
artifact url: https://raw.githubusercontent.com/biomap-research/scFoundation/397631c495eddf9ad6644fc00c6ea8139e651245/README.md
version: 397631c495eddf9ad6644fc00c6ea8139e651245
retrieved at: 2026-09-16T19:46:18.581063+00:00
artifact sha256: 02a7ae44cf2cc9948b5c1520b18a261b45abf9f17e3149e37d9f48072184f376
artifact format: original_artifact
hash scope: SHA-256 of retrieved original artifact bytes
retrieval note: Direct source retrieval
source locator: README.md
review: method: automated-source-review; scope: Only cited profile claims; no numerical performance result added or independently reproduced.

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