{"id":"W4386640151","doi":"10.1016/j.jcf.2023.09.003","title":"Global disparities in cystic fibrosis outcomes prior to CFTR modulators: A CF registries cohort study in South Africa and Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cystic Fibrosis Canada; University of Toronto; St. Michael's Hospital","funders":"Medical Research Council; Harry Crossley Foundation; South African Medical Research Council; National Research Foundation; Cystic Fibrosis Foundation","keywords":"Medicine; Cystic fibrosis; Cohort; Internal medicine; Patient registry; Lung function; Body mass index; Demography; Pediatrics; Lung","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00115201,0.000390321,0.00137911,0.0007364934,0.0001102538,0.000135226,0.0003313291,0.0001039732,0.00002841663],"category_scores_gemma":[0.006247766,0.0003192381,0.0001311396,0.001762203,0.0001560043,0.0002668996,0.0002498851,0.0004251416,0.000007620602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247838,"about_ca_system_score_gemma":0.001244163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07964266,"about_ca_topic_score_gemma":0.1686933,"domain_scores_codex":[0.9953408,0.0002090118,0.001366831,0.0004738726,0.001749559,0.0008599],"domain_scores_gemma":[0.9971691,0.001130561,0.0003421232,0.000447511,0.0002871204,0.0006235742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533568,0.0001985253,0.9910255,0.0003244583,0.0001446079,0.0007807083,0.001191742,0.0009364586,0.0002420804,0.00001838228,0.00309616,0.0005077786],"study_design_scores_gemma":[0.002827517,0.001429704,0.98903,0.000963501,0.0001530595,0.00008899102,0.003659778,0.0003157005,0.00004406917,0.0002162033,0.0009921229,0.0002793412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959286,0.0008858293,0.0001421366,0.001274218,0.0002818288,0.001175383,0.0002122437,0.0000345028,0.00006522335],"genre_scores_gemma":[0.9951113,0.00002776011,0.004238402,0.00006874202,0.000092182,0.00009723462,0.00000799443,0.0000377887,0.0003185645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08905065,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480045079863235,"score_gpt":0.2920065784964561,"score_spread":0.2772061276978237,"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."}}