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Row-level source-derived examples are not included in this reviewer-safe bundle.", "field": [ { "@type": "cr:Field", "@id": "primary_residual_summary/branch", "name": "branch", "dataType": "sc:Text", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "branch" } } }, { "@type": "cr:Field", "@id": "primary_residual_summary/joint_success", "name": "joint_success", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "joint_success" } } }, { "@type": "cr:Field", "@id": "primary_residual_summary/answer_only_success", "name": "answer_only_success", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "answer_only_success" } } }, { "@type": "cr:Field", "@id": "primary_residual_summary/localization_only_success", "name": "localization_only_success", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "localization_only_success" } } }, { "@type": "cr:Field", "@id": "primary_residual_summary/unparseable_output", "name": "unparseable_output", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "unparseable_output" } } }, { "@type": "cr:Field", "@id": "primary_residual_summary/unparseable_answer_correct_optional", "name": "unparseable_answer_correct_optional", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "failure_taxonomy_csv" }, "extract": { "column": "unparseable_answer_correct_optional" } } } ] }, { "@type": "cr:RecordSet", "@id": "figure2_primary_residual_row_mass", "name": "Figure 2 primary-residual row-mass data", "description": "Exclusive row-mass decomposition used by Figure 2. Unparseable answer-correct rows are annotated separately and are not an additional row-mass component.", "field": [ { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/branch", "name": "branch", "dataType": "sc:Text", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "branch" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/joint_success", "name": "joint_success", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "joint_success" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/parseable_answer_only", "name": "parseable_answer_only", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "parseable_answer_only" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/parseable_localization_only", "name": "parseable_localization_only", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "parseable_localization_only" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/parseable_neither", "name": "parseable_neither", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "parseable_neither" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/unparseable", "name": "unparseable", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "unparseable" } } }, { "@type": "cr:Field", "@id": "figure2_primary_residual_row_mass/unparseable_answer_correct_optional", "name": "unparseable_answer_correct_optional", "dataType": "sc:Integer", "source": { "fileObject": { "@id": "figure2_row_mass_csv" }, "extract": { "column": "unparseable_answer_correct_optional" } } } ] } ], "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.", "prov:wasDerivedFrom": [ "ChestX-ray8", "MIMIC-Ext-CXR-QBA", "PaxRay", "VinDr-CXR" ], "prov:wasGeneratedBy": { "@type": "prov:Activity", "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." } }