Source

Defining and benchmarking open problems in single-cell analysis

PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256

DOI: 10.21203/rs.3.rs-4181617/v1 Original source

What this source contributed

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

1 benchmark
1 task

Models, benchmarks and other records

Benchmarks (1)

Open Problems

Tasks (1)

Donor-held-out reference mapping

Evidence

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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 f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11030530/fullTextXML Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Doi 10.21203/rs.3.rs-4181617/v1 Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Hash scope Exact retrieved primary paper artifact bytes. Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Retrieved at 2026-09-17T08:11:09.351729+00:00 Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review method 1 values automated-source-review Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.method` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Review: scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review.scope` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11030530/fullTextXML Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Version PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
Description Primary reference; inspect retrieval status and review scope. Source metadata	Defining and benchmarking open problems in single-cell analysis Original source ↗ No field-specific location recorded Version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256 Retrieved: 2026-09-17T08:11:09.351729+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e` 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: expansion-p3-open-problems-paper

url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11030530/fullTextXML
doi: 10.21203/rs.3.rs-4181617/v1
version: PMC full-text XML snapshot PMC11030530 at retrieval; byte-pinned by SHA-256
retrieved at: 2026-09-17T08:11:09.351729+00:00
artifact sha256: f6f4b78d9d376d11e9be7274fb05a3ed541657c2a82999b6937b6bf95831500e
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11030530/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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