Source

huggingface.co/ctheodoris/Geneformer README.md

1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5

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4 configurations
1 pipeline
1 evidence claim

Claims

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scRegNet (Geneformer backbone): description: Description Predicts gene-regulatory links by combining context-aware gene representations from the pretrained Geneformer single-cell foundation model with graph-based representations learned from known regulatory interactions. (Reviewed profile (2026-09-16): summary at Conclusions and Discussions (paragraph 1); Results/Performance on benchmark datasets (paragraph 2); architecture fact at Method/Graph-based learning with GNNs (paragraph 1); Method/Gene representations from foundation models (paragraph 1); description text also read at Introduction (scRegNet framework description); Abstract/Results)

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Configurations (4)

Pipelines (1)

scRegNet (Geneformer backbone)

Evidence

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Evidence table

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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 56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8 Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Artifact url https://huggingface.co/ctheodoris/Geneformer/blob/1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5/README.md Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Retrieved at 2026-09-16T19:46:20.640731+00:00 Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Review method 1 values automated-source-review Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` 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	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Url https://huggingface.co/ctheodoris/Geneformer/blob/1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5/README.md Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Version 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` 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	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Search facets None recorded Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Record ID evidence-reported-base-geneformer-readme-md Source metadata	huggingface.co/ctheodoris/Geneformer README.md Original source ↗ No field-specific location recorded Version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5 Retrieved: 2026-09-16T19:46:20.640731+00:00	catalogued No individual claim review recorded Audit details Field: `id` Source artifact SHA-256: `56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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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.

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

artifact sha256: 56d6e570b349cbedae9a54634421c94e7af8ea467ce0fdd79193372ae3cbdbd8
artifact url: https://huggingface.co/ctheodoris/Geneformer/blob/1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5/README.md
retrieved at: 2026-09-16T19:46:20.640731+00:00
url: https://huggingface.co/ctheodoris/Geneformer/blob/1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5/README.md
version: 1f7fbae4e469a5f4f1af8c111a529cfe1b3829f5
review: method: automated-source-review; scope: Explanatory metadata only; no new numerical result or independent reproduction.

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