Source

Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning

PMC11838224.2

DOI: 10.1101/2024.12.16.628715 Original source

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

1 task

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Tasks (1)

Gene-regulatory link prediction

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.

16 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 65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11838224/fullTextXML Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Doi 10.1101/2024.12.16.628715 Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Hash scope Exact retrieved primary paper artifact bytes. Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Retrieved at 2026-09-17T07:56:14.822837+00:00 Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review method 1 values automated-source-review Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review: scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11838224/fullTextXML Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Version PMC11838224.2 Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Description Primary reference; inspect retrieval status and review scope. Source metadata	Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning Original source ↗ No field-specific location recorded Version: PMC11838224.2 Retrieved: 2026-09-17T07:56:14.822837+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec` 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

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Technical metadata and extraction receipts

Stable ID: evidence-expansion-p2-scregnet-2025-65b3272d47bb

url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11838224/fullTextXML
doi: 10.1101/2024.12.16.628715
version: PMC11838224.2
retrieved at: 2026-09-17T07:56:14.822837+00:00
artifact sha256: 65b3272d47bb9c4ee1e7a965169bef63add9dbeb31508d4076e5145b761af4ec
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11838224/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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