label_semantics: tgtval-20261009-data-assaybench-test
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 |
|---|---|---|
| attributes.field label_semantics Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed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 extract/extract_target_validation.py |
| attributes.source_locator Sections 2.1 and 2.2 Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed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 extract/extract_target_validation.py |
| attributes.value A hit is a gene that satisfies the significance criterion of its own screen. Screens where all tested genes are significant, or with missing criteria, were removed. Relevance scores are percentile ranks of the screen's own metrics combined by geometric mean, with non-hit genes set to zero; screens whose relevance ranking disagreed with the original hit labels at ROC-AUC below 0.95 were excluded. Phenotype descriptions and effect directions were extracted by an LLM-assisted curation step. Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; not peer reviewed | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: pdftotext -layout text layer, parsed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 extract/extract_target_validation.py |
| description Descriptive fact transcribed from the pinned source. Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; 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 extract/extract_target_validation.py |
| Relationship: subject tgtval-20261009-data-assaybench-test Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; 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 extract/extract_target_validation.py |
| name label_semantics: tgtval-20261009-data-assaybench-test Context-only references | AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents Sections 2.1 and 2.2 Version: arXiv:2605.10876 version 1, posted 2026-05-11; 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 extract/extract_target_validation.py |
Sources and history
Release 2026-10-10-6e93f504adfc · Record review: source checked
1 source records and release history
- AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents · Original source · arXiv:2605.10876 version 1, posted 2026-05-11; not peer reviewed
Technical metadata and extraction receipts
Stable ID: tgtval-20261009-claim-debrouwer2026-curation
- field
- label_semantics
- value
- A hit is a gene that satisfies the significance criterion of its own screen. Screens where all tested genes are significant, or with missing criteria, were removed. Relevance scores are percentile ranks of the screen's own metrics combined by geometric mean, with non-hit genes set to zero; screens whose relevance ranking disagreed with the original hit labels at ROC-AUC below 0.95 were excluded. Phenotype descriptions and effect directions were extracted by an LLM-assisted curation step.
- source locator
- Sections 2.1 and 2.2
- review
- method: source-hash-verification; ai-assisted-source-review; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; reviewed at: 2026-10-09T21:22:54Z; artifact sha256: 805b402c28e0daa186415af202e04df56bf0cd7c7b1f872a6db170ee3c6c623d; retrieval url: https://arxiv.org/pdf/2605.10876v1; note: Hand transcription from the source text. Independent review 2026-10-09: checked against the re-downloaded PDF text; see docs/reviews/use-cases/therapeutic-target-validation-2026-10-09.md.