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| "rai:dataLimitations": "The reviewer-safe artifact contains evaluator contracts, manifests, derived readouts, paper tables, endpoint diagnostics, and bootstrap summaries, not unrestricted row-level medical image data. The primary residual is small, MIMIC-heavy, all box-expected, and disjoint at the benchmark source-ID level rather than verified patient/study level.", |
| "rai:dataBiases": "Source composition is dominated by MIMIC-derived rows in the primary residual, with very limited PaxRay representation. Upstream chest X-ray sources can encode institutional, acquisition, demographic, and annotation biases that are not removed by this benchmark.", |
| "rai:sensitiveInformation": "The benchmark concerns medical imaging data. This reviewer-safe bundle excludes raw images and source-derived row-level files that require upstream credentialized access.", |
| "rai:personalSensitiveInformation": "The underlying source datasets may contain protected health information or sensitive medical imaging data under upstream access controls. This reviewer-safe bundle excludes raw images, study identifiers, source image paths, and row-level source-derived records.", |
| "rai:dataUseCases": "Intended use is audit and reproduction of a frozen evaluator/readout for measuring curation-policy tradeoffs in grounded chest X-ray QA under one fixed contract. It is not intended for clinical decision support, patient care, broad clinical-performance estimation, or branch ranking from the single-reader packet.", |
| "rai:dataSocialImpact": "The benchmark can make answer/localization failure modes more visible, but overinterpreting strict automatic scores or single-reader packet counts as clinical readiness could mislead users. The release mitigates this by separating reviewer-safe summaries from restricted source-derived rows and documenting endpoint harshness.", |
| "rai:hasSyntheticData": false, |
| "rai:sourceDatasets": [ |
| "ChestX-ray8", |
| "MIMIC-Ext-CXR-QBA", |
| "PaxRay", |
| "VinDr-CXR" |
| ], |
| "rai:provenanceActivities": "Five supervised fine-tuning branches are derived from one visible-rationale source pool by fixed curation policies. All reported branches share the same backbone, LoRA recipe, prompt contract, deterministic decoding, evaluator, held-out primary residual, and paired-bootstrap analysis.", |
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| "MIMIC-Ext-CXR-QBA", |
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| "name": "CXR-CurateBench reviewer-safe artifact generation", |
| "description": "Derived reviewer-safe summaries, evaluator contracts, toy examples, Croissant/RAI metadata, and executable smoke/evaluator scripts generated from frozen five-branch evaluation outputs while excluding restricted row-level source-derived assets." |
| } |
| } |
|
|