{"id":"W4402708354","doi":"10.1016/j.jcf.2024.09.009","title":"Disparities in outcomes by race and ethnicity in the Canadian cystic fibrosis population","year":2024,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cystic Fibrosis Canada; Dalhousie University","funders":"Cystic Fibrosis Canada","keywords":"Cystic fibrosis; Medicine; Race (biology); Ethnic group; Population; Demography; Internal medicine; Environmental health; Gender studies; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004187,0.0003367017,0.000525779,0.001626884,0.003599245,0.001283158,0.001189366,0.0008497678,0.004141525],"category_scores_gemma":[0.002460272,0.0002448336,0.0008950011,0.004042927,0.000736915,0.0005824841,0.001145119,0.001154695,0.0002413508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01615406,"about_ca_system_score_gemma":0.02584264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988443,"about_ca_topic_score_gemma":0.9926313,"domain_scores_codex":[0.9983222,0.0000904273,0.00006766241,0.0001882707,0.000373298,0.0009580998],"domain_scores_gemma":[0.9987171,0.00007538631,0.0002261254,0.00004305993,0.0004472427,0.0004910791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558557,0.00007024818,0.98712,0.00003511711,0.0001032154,0.0001113742,0.001094647,0.0001451707,0.0001590372,0.0007839129,0.00380152,0.006419928],"study_design_scores_gemma":[0.000008052077,0.00001676651,0.9961246,0.00004213682,0.00003991512,0.00006662892,0.002095442,0.0002276117,0.00003234618,0.0002350849,0.001093953,0.00001765667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814539,0.00193719,0.0001276413,0.002152799,0.00006596562,0.00002507388,0.00590133,0.00001394269,0.008322268],"genre_scores_gemma":[0.9973176,0.0006079358,0.00007006012,0.0001905712,0.0000175731,0.000008650028,0.00117619,0.000004992206,0.0006065046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615406,"threshold_uncertainty_score":0.1172065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510914567337823,"score_gpt":0.3160590021779053,"score_spread":0.3009498565045271,"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."}}