Source

scgpt-may2023: Primary paper PDF

bioRxiv version posted 1 May 2023; re-inspected existing local research artifact

Original source

What this source contributed

Records in this release that cite this source. A record can cite several sources.

2 models
2 evidence claims

Claims

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

scGPT: description: Description scGPT learns representations of single-cell molecular measurements and supports task-specific adaptation. (Reviewed profile summary (2026-09-23): evidence-official-0e4dac85aa0e0ff1d4b2, evidence-official-d8e2d4f2e752370b6565, evidence-official-efa6ec9d886a21534a20: May 2023 scGPT preprint Sections 4.1–4.3 and 4.8; current scgpt/model/model.py and README pretrained model table; README.md: Pretrained scGPT Model Zoo, whole-human row)
scGPT: version: Version absent; missing_metadata.version is inapplicable for a family record (Records linked to catalog-model-scgpt by configuration_of and family in the canonical store, release 2026-10-14-a2714d701935)

Models, benchmarks and other records

Models (2)

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	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_format` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Artifact SHA-256 4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419 Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Artifact url https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1.full.pdf Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` 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	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Retrieval note Reused local archived primary PDF; no successful new publisher download claimed. Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieval_note` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Retrieved at 2026-09-16T20:21:23.046376+00:00 Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Review method 1 values automated-source-review Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` 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	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Source location Primary paper PDF Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Url https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1 Source metadata	scgpt-may2023: Primary paper PDF Original source ↗ No field-specific location recorded Version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact Retrieved: 2026-09-16T20:21:23.046376+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419` 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

Download this release (gzip)

Technical metadata and extraction receipts

Stable ID: evidence-official-efa6ec9d886a21534a20

url: https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1
artifact url: https://www.biorxiv.org/content/10.1101/2023.04.30.538439v1.full.pdf
version: bioRxiv version posted 1 May 2023; re-inspected existing local research artifact
retrieved at: 2026-09-16T20:21:23.046376+00:00
artifact sha256: 4ef64d2b3431812df07c4b3e428950644ff264ec5728267c2e4692588f557419
artifact format: original_artifact
hash scope: SHA-256 of retrieved original artifact bytes
retrieval note: Reused local archived primary PDF; no successful new publisher download claimed.
source locator: Primary paper PDF
review: method: automated-source-review; scope: Only cited profile claims; no numerical performance result added or independently reproduced.

Related records

Suggest a correction