composition (assaybench-loop-composition)
Composition of AssayBench-Loop test split (20 genome-wide CRISPR screens published after 2021)
AssayBench-Loop comprises 1,389 CRISPR screens across five phenotype categories, split temporally into 1,349 training (before 2021), 20 validation (2021) and 20 test (after 2021) screens; median test-to-training hit-set Jaccard similarity 0.064.
Descriptive fact transcribed from the pinned source.
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.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Claimed field composition Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Source location Section 2.1; Figure 2B caption Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Claimed value AssayBench-Loop comprises 1,389 CRISPR screens across five phenotype categories, split temporally into 1,349 training (before 2021), 20 validation (2021) and 20 test (after 2021) screens; median test-to-training hit-set Jaccard similarity 0.064. Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Description Descriptive fact transcribed from the pinned source. Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Relationship: subject ucpheno-20261022-data-edwards2026-assaybench-loop-test Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
| Name composition (assaybench-loop-composition) Context-only references | Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens Section 2.1; Figure 2B caption Version: arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed by data/omics/use-case-refresh-phenotype-20261022/extract/edwards2026assayloop.py |
Sources and history
Release 2026-10-23-5347695500ed · Record review: source checked
1 source record and release history
- Biology-in-the-loop: Amortized Adaptive Hit Discovery in CRISPR Screens · Original source · arXiv:2609.11877 version 1, submitted 2026-09-10; not peer reviewed
Technical metadata and extraction receipts
Stable ID: ucpheno-20261022-claim-edwards2026-assaybench-loop-composition
- areas
- cells-tissues
- contexts
- research
- field
- composition
- value
- AssayBench-Loop comprises 1,389 CRISPR screens across five phenotype categories, split temporally into 1,349 training (before 2021), 20 validation (2021) and 20 test (after 2021) screens; median test-to-training hit-set Jaccard similarity 0.064.
- source locator
- Section 2.1; Figure 2B caption
- review
- method: source-hash-verification; ai-assisted-source-review; reviewer: claude; reviewer note: Claude (Opus 5.5) review agent in the evidence-pass workflow, independent of the extraction agent; no human review claimed; date: 2026-10-22; artifact sha256: adcaaa5b7f9bd0e3bc1f91d94d26c8d4924c5c0b3064b6625c01ba92c6eaef28; retrieval url: https://arxiv.org/pdf/2609.11877v1; note: Independent review: value checked against the text at the stated locator in the text layer.