{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006565821,0.0004003021,0.0005278393,0.001440895,0.002221627,0.001127874,0.0006827185,0.0005052321,0.001538314],"category_scores_gemma":[0.001495714,0.0003447919,0.0007990474,0.004637444,0.0006175811,0.0004097661,0.001460361,0.0007558607,0.0001383719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132686,"about_ca_system_score_gemma":0.02177593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819933,"about_ca_topic_score_gemma":0.9839505,"domain_scores_codex":[0.9992412,0.00005184519,0.00005309612,0.0001664921,0.0001716357,0.0003157179],"domain_scores_gemma":[0.9990795,0.00004177113,0.0002197584,0.00004367286,0.0002998209,0.0003155278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006663244,0.0000192233,0.9964061,0.00004753349,0.00008292146,0.0001142247,0.0007284292,0.00006793537,0.0001181974,0.0001225344,0.0007604462,0.00146579],"study_design_scores_gemma":[0.00001004646,0.00001746462,0.9974849,0.00007170231,0.00004589968,0.00009215219,0.001503795,0.0001539628,0.00003500576,0.00003776123,0.0005364916,0.00001067893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910204,0.0008496069,0.00009291191,0.0003935171,0.00001050894,0.00006505836,0.006314983,0.000006003093,0.001247063],"genre_scores_gemma":[0.997523,0.0005316627,0.0001232151,0.00009255496,0.00000392495,0.00002876232,0.001433078,0.000003341243,0.0002604236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800668,"threshold_uncertainty_score":0.08218253,"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."}}