{"id":"W4388295611","doi":"10.1016/j.cjca.2023.08.004","title":"Adult Congenital Heart Disease Care in Canada: Has Quality of Care Improved in the Last Decade?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Jewish General Hospital; Université Laval; Queen's University; Memorial University of Newfoundland; Montreal Heart Institute; University of British Columbia; University of Calgary; McMaster University; University of Alberta; Université de Montréal; Western University; University of Toronto; University Health Network; University of Manitoba; McGill University; University of Ottawa","funders":"","keywords":"Medicine; Interquartile range; Staffing; Psychological intervention; Population; Heart disease; Emergency medicine; Comorbidity; Health care; Pediatrics; Internal medicine; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004779718,0.0003612891,0.0009637517,0.002226476,0.003533379,0.005823456,0.002635211,0.002791382,0.005536706],"category_scores_gemma":[0.02208554,0.0003818694,0.001242522,0.01089909,0.002282409,0.002807048,0.00153817,0.004065038,0.0003124067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1197456,"about_ca_system_score_gemma":0.1846415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949581,"about_ca_topic_score_gemma":0.9970079,"domain_scores_codex":[0.9931862,0.000611293,0.0005377252,0.0004821934,0.002759495,0.002423031],"domain_scores_gemma":[0.9622913,0.001767659,0.00568715,0.0004647269,0.02137775,0.00841141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004044547,0.0004055272,0.8724245,0.001547697,0.0005350341,0.0002572943,0.002514744,0.0007447855,0.0001417958,0.005006363,0.04350358,0.07251423],"study_design_scores_gemma":[0.00005384281,0.00006478271,0.9822751,0.001251245,0.0001565688,0.0000838916,0.003888414,0.0004237924,0.00004719258,0.0002197318,0.01149117,0.0000442567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5346857,0.1333372,0.0004168505,0.2686038,0.002691267,0.0001724203,0.0257054,0.00008701372,0.03430042],"genre_scores_gemma":[0.9482722,0.03257741,0.0007578084,0.01074161,0.000723841,0.00004588256,0.004868831,0.00002848408,0.001984008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197456,"threshold_uncertainty_score":0.868819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516202312721748,"score_gpt":0.2822566473914346,"score_spread":0.2570946242642171,"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."}}