Source

Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data

PMC7098173

DOI: 10.1038/s41592-019-0690-6 Original source

What this source contributed

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

1 benchmark

Models, benchmarks and other records

Benchmarks (1)

BEELINE

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 99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11 Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC7098173/fullTextXML Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Doi 10.1038/s41592-019-0690-6 Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Hash scope Exact retrieved primary paper artifact bytes. Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Retrieved at 2026-09-16T21:04:55.226418+00:00 Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review method 1 values automated-source-review Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review: scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC7098173/fullTextXML Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Version PMC7098173 Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Description Primary reference; inspect retrieval status and review scope. Source metadata	Benchmarking algorithms for gene regulatory network inference from single-cell transcriptomic data Original source ↗ No field-specific location recorded Version: PMC7098173 Retrieved: 2026-09-16T21:04:55.226418+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11` 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.

Read original source

Download this release (gzip)

Technical metadata and extraction receipts

Stable ID: expansion-p3-beeline

url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC7098173/fullTextXML
doi: 10.1038/s41592-019-0690-6
version: PMC7098173
retrieved at: 2026-09-16T21:04:55.226418+00:00
artifact sha256: 99b59a6941878779b34ab8eed9ea27c8d8967c24fb67b92fce418e7f512d3a11
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC7098173/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review: scope: Source identification and table transcription; no independent experimental reproduction.; method: automated-source-review

Related records

Suggest a correction