{"id":"W4393252371","doi":"10.1182/bloodadvances.2024012862","title":"Race and ethnicity reporting and representation in hemophilia clinical trials","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Census; Representativeness heuristic; Medicine; Clinical trial; Demography; Population; Race (biology); Gerontology; Family medicine; Internal medicine; Psychology; Environmental health; Political science; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004186619,0.00008282006,0.000478602,0.00009410608,0.00003610842,0.00003377083,0.00001954457,0.00007391931,0.00002040445],"category_scores_gemma":[0.007404268,0.00005535693,0.00006526966,0.0001927254,0.0001050429,0.0001538648,0.00003635223,0.0002305393,0.000005042034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008857909,"about_ca_system_score_gemma":0.00005655954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002240179,"about_ca_topic_score_gemma":0.00002122673,"domain_scores_codex":[0.9981192,0.0002471998,0.0009605878,0.000353652,0.0001739782,0.0001453442],"domain_scores_gemma":[0.9983352,0.001244312,0.0001676666,0.0001226024,0.0000279694,0.0001022042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570822,0.0001407777,0.7214594,0.0003076384,0.00008372939,0.001003121,0.0002585241,8.767819e-7,0.003582884,0.000114902,0.0001292782,0.2727617],"study_design_scores_gemma":[0.008893929,0.001005459,0.9280203,0.001919335,0.0007261573,0.0009814569,0.001078637,0.001905278,0.02968701,0.007020803,0.01837614,0.0003854908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634581,0.03133184,0.0000106448,0.003566068,0.0001332532,0.0003897847,0.000001881727,0.00004493308,0.001063547],"genre_scores_gemma":[0.9835505,0.01328571,0.001010394,0.00004697101,0.0002940956,0.00001924309,0.000007352856,0.00000968846,0.001776081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2723762,"threshold_uncertainty_score":0.8864135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2271915484231856,"score_gpt":0.537361420925668,"score_spread":0.3101698725024823,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}