{"id":"W4210367348","doi":"10.1093/ibd/izab362","title":"Underrepresentation of Minorities and Lack of Race Reporting in Ulcerative Colitis Drug Development Clinical Trials","year":2022,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Lawson Health Research Institute; Western University","funders":"","keywords":"Ulcerative colitis; Medicine; Race (biology); Inflammatory bowel disease; Clinical trial; Ethnic group; Internal medicine; Population; Drug; Disease; Pharmacology; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1159085,0.0002011783,0.0005823977,0.002963907,0.0009979169,0.002642108,0.001178353,0.0007466602,0.001823078],"category_scores_gemma":[0.2065572,0.0002789007,0.0006065536,0.002503235,0.001305472,0.001422908,0.002016951,0.0009387285,0.000388258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013148,"about_ca_system_score_gemma":0.001863877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610123,"about_ca_topic_score_gemma":0.003686178,"domain_scores_codex":[0.8403673,0.1063693,0.02611264,0.005948761,0.01835287,0.002849205],"domain_scores_gemma":[0.572156,0.1149596,0.2461869,0.02784873,0.03225815,0.006590519],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007838476,0.00009177819,0.9639119,0.0002909052,0.0003300329,0.0001202773,0.001199398,0.0001266072,0.0005338073,0.0008547382,0.002035716,0.02972101],"study_design_scores_gemma":[0.0001248713,0.0008466481,0.9725407,0.001011714,0.0006540481,0.0009476558,0.002260695,0.001452961,0.003192025,0.001503746,0.01540302,0.00006184167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95135,0.008737865,0.01051541,0.009432094,0.0004789747,0.0008040702,0.003156146,0.00008048124,0.01544499],"genre_scores_gemma":[0.991634,0.0008368559,0.002571647,0.003031595,0.0003576636,0.0003619609,0.0006000458,0.00002315289,0.000582915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8840916,"threshold_uncertainty_score":0.6129898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08042403585064961,"score_gpt":0.384073862116879,"score_spread":0.3036498262662294,"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."}}