scoring_population: tgtval-20261009-protocol-roohani2025-hitratio-round5
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 scoring_population Context-only references | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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 Section 5 (results, non-essential genes) and Table 1 caption Context-only references | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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 The 'N/E' columns count only non-essential genes among the hits. The source argues essential genes are likely to be detected as hits under many phenotypes, so the non-essential subset is the harder and more biologically useful task. The source does not print which gene list defines essentiality. Context-only references | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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 | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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-protocol-roohani2025-hitratio-round5 Context-only references | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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 scoring_population: tgtval-20261009-protocol-roohani2025-hitratio-round5 Context-only references | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments Section 5 (results, non-essential genes) and Table 1 caption Version: arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025 | 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
- BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments · Original source · arXiv:2405.17631 version 3, updated 2025-03-09; published as a conference paper at ICLR 2025
Technical metadata and extraction receipts
Stable ID: tgtval-20261009-claim-roohani2025-nonessential
- field
- scoring_population
- value
- The 'N/E' columns count only non-essential genes among the hits. The source argues essential genes are likely to be detected as hits under many phenotypes, so the non-essential subset is the harder and more biologically useful task. The source does not print which gene list defines essentiality.
- source locator
- Section 5 (results, non-essential genes) and Table 1 caption
- 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: dd94d80ec75c9bb84ec3989c910a313ef1a7aec57c772d3dd35ecadd250132a7; retrieval url: https://arxiv.org/pdf/2405.17631v3; 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.