{"id":"W4401452029","doi":"10.1136/bmjresp-2024-002309","title":"Socioeconomic burden of cystic fibrosis in Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Calgary; Cystic Fibrosis Canada; University of Toronto; Hamilton Health Sciences; Dalhousie University","funders":"Institute of Genetics; Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Medicine; Socioeconomic status; Cystic fibrosis; Environmental health; Family medicine; Intensive care medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004389666,0.0001604395,0.0005525426,0.0006096403,0.00008670631,0.0001683486,0.000817162,0.00008049482,0.001829855],"category_scores_gemma":[0.001505542,0.000143445,0.00007128433,0.0008555359,0.0002950488,0.0002794735,0.000815415,0.0008477879,0.0003545888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341911,"about_ca_system_score_gemma":0.01993576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7640879,"about_ca_topic_score_gemma":0.5989476,"domain_scores_codex":[0.9960944,0.0005299788,0.0006830845,0.0005837032,0.001309336,0.0007994802],"domain_scores_gemma":[0.9968469,0.001737824,0.00004813951,0.0007420686,0.0002901414,0.0003349495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00751949,0.0003318772,0.1356102,0.01233508,0.0005293924,0.006719818,0.001588798,0.001407957,0.4135005,0.003054241,0.2561501,0.1612525],"study_design_scores_gemma":[0.005227876,0.002787048,0.1728781,0.007154083,0.00004826456,0.0001216908,0.007417584,0.01405228,0.05691895,0.001973181,0.730513,0.0009079637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752035,0.004091202,0.00001193476,0.002392762,0.0001614161,0.00430645,0.0001032833,0.00002232544,0.01370714],"genre_scores_gemma":[0.9963161,0.00003628649,0.0005645217,0.0001029863,0.0001995136,0.0006433817,0.00001204097,0.00005070887,0.002074432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743629,"threshold_uncertainty_score":0.9990826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183831696388837,"score_gpt":0.4644651991879392,"score_spread":0.3460820295490555,"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."}}