Source

GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT

PMC archival version PMC10614824.2

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

1 task

Models, benchmarks and other records

Tasks (1)

Cell-type structure in frozen embeddings

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.

15 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 230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047 Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10614824/fullTextXML Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Hash scope Exact retrieved primary paper artifact bytes. Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Retrieved at 2026-09-17T07:54:45.037973+00:00 Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review method 1 values automated-source-review Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review: scope Source identification and table transcription; no independent experimental reproduction. Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Url https://pmc.ncbi.nlm.nih.gov/articles/PMC10614824/ Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Version PMC archival version PMC10614824.2 Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Description Primary reference; inspect retrieval status and review scope. Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Search facets None recorded Source metadata	GenePT: A Simple But Effective Foundation Model for Genes and Cells Built From ChatGPT Original source ↗ No field-specific location recorded Version: PMC archival version PMC10614824.2 Retrieved: 2026-09-17T07:54:45.037973+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

How to read the evidence

Sources and history

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

Primary reference; inspect retrieval status and review scope.

Release history

No supporting source is linked yet.

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Technical metadata and extraction receipts

Stable ID: evidence-expansion-genept-2024-230a2ec5

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC10614824/
version: PMC archival version PMC10614824.2
retrieved at: 2026-09-17T07:54:45.037973+00:00
artifact sha256: 230a2ec55458d9243eaeeebf3244df7409eb02d47f4b809ee56a06dcb6fdd047
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10614824/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review: scope: Source identification and table transcription; no independent experimental reproduction.; method: automated-source-review

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