{"id":"W4300817118","doi":"10.1016/s1569-1993(22)00709-3","title":"18 Worlds apart: Comparing cystic fibrosis registry cohorts in South Africa and Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cystic Fibrosis Canada; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Harry Crossley Foundation; Cystic Fibrosis Foundation","keywords":"Cystic fibrosis; Medicine; Patient registry; Family medicine; Pediatrics; Internal medicine","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":[0.001908365,0.0005929925,0.0009705437,0.002505526,0.005747246,0.003688927,0.002379787,0.001269062,0.002965664],"category_scores_gemma":[0.008965037,0.0007301755,0.001292877,0.00693923,0.00113127,0.001370985,0.003375674,0.001824007,0.0004055833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01921765,"about_ca_system_score_gemma":0.04633892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894987,"about_ca_topic_score_gemma":0.9931265,"domain_scores_codex":[0.9964594,0.00049417,0.00017759,0.0005462594,0.0005987057,0.001723898],"domain_scores_gemma":[0.9945386,0.0004212231,0.001090947,0.0003403357,0.002002423,0.001606398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002968058,0.00003967091,0.9926554,0.00001853616,0.0001652107,0.0002448897,0.002001171,0.00005618791,0.000105526,0.0003596609,0.001602134,0.002454892],"study_design_scores_gemma":[0.00003918342,0.00004834333,0.9843295,0.00008984841,0.0001555064,0.0001980688,0.01305686,0.0001998582,0.00007567186,0.0001472481,0.001626879,0.00003295034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917475,0.0007643433,0.0001074691,0.000862252,0.00004729469,0.00006374493,0.003938012,0.0000103623,0.002459078],"genre_scores_gemma":[0.9950849,0.0005986348,0.0001753797,0.0003135448,0.00001202523,0.00004885623,0.002275765,0.00002008558,0.001470834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921765,"threshold_uncertainty_score":0.1394345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840090072520192,"score_gpt":0.2678590563174874,"score_spread":0.2494581555922854,"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."}}