{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136559,0.0002132066,0.0005786179,0.0007166984,0.0001025967,0.0002407601,0.0002014093,0.0001324901,0.00005224342],"category_scores_gemma":[0.002244315,0.000139668,0.0001274794,0.0006832614,0.0001472517,0.0004071306,0.0000355224,0.0007923421,0.000007368574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212743,"about_ca_system_score_gemma":0.0003577552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07478923,"about_ca_topic_score_gemma":0.08111432,"domain_scores_codex":[0.9974946,0.0002411173,0.0007587903,0.000227406,0.000803611,0.0004744508],"domain_scores_gemma":[0.9974521,0.001854196,0.00009517829,0.0002093113,0.000100633,0.0002885981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094232,0.0002322001,0.9408235,0.001877089,0.0001706835,0.0009527644,0.002380805,0.0004181429,0.01670181,0.0009446803,0.02211152,0.01229259],"study_design_scores_gemma":[0.0009166368,0.0004768565,0.9879892,0.00152744,0.00009848759,0.0003627489,0.0003022319,0.001736862,0.0001702128,0.001317423,0.004942124,0.0001597308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715165,0.01381592,0.0002943527,0.01341719,0.0002777983,0.0004045674,0.00009482905,0.00001600175,0.0001628391],"genre_scores_gemma":[0.9959452,0.0002041055,0.003236972,0.0002944465,0.00008284732,0.00001465453,0.00002094127,0.00002566597,0.0001751865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04716577,"threshold_uncertainty_score":0.935653,"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."}}