{"id":"W3088779358","doi":"10.1016/j.cjco.2020.09.015","title":"One-Year Costs Associated with Hospitalizations Due to Aortic Stenosis in Canada","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; St. Paul's Hospital; McMaster University; Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; University of British Columbia; Impact","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Aortic valve replacement; Stenosis; Demographics; Population; Emergency medicine; Pediatrics; Demography; Internal medicine; Environmental health","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":[0.0005048917,0.0004552276,0.0005254861,0.00325351,0.002201588,0.001732682,0.001219627,0.0003980523,0.002568218],"category_scores_gemma":[0.004872349,0.0002999261,0.0009991794,0.006292117,0.0005793482,0.0003830023,0.001166277,0.001134812,0.0001376537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05759897,"about_ca_system_score_gemma":0.05690401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923514,"about_ca_topic_score_gemma":0.9942909,"domain_scores_codex":[0.9981964,0.0001040531,0.0001537746,0.0001371718,0.0008526304,0.0005560442],"domain_scores_gemma":[0.9949912,0.0002117461,0.001309745,0.00005389425,0.002391638,0.001041737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270717,0.00004067237,0.9820594,0.0002063987,0.0002585179,0.0001762082,0.0002071526,0.000983051,0.00006112288,0.0003541194,0.007268306,0.008257953],"study_design_scores_gemma":[0.00001645774,0.00002461376,0.9960566,0.00015193,0.00009845411,0.0001703094,0.000639572,0.0009691954,0.00004708035,0.0001174292,0.00168717,0.00002126174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315319,0.00545591,0.0002471848,0.003029315,0.0001160053,0.0001140585,0.05044458,0.00004573235,0.009015216],"genre_scores_gemma":[0.9851559,0.002449359,0.0002431675,0.000255815,0.00003621352,0.00002426188,0.01129225,0.000007727588,0.0005354026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05759897,"threshold_uncertainty_score":0.4179118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632433968001422,"score_gpt":0.2973251549846452,"score_spread":0.2810008153046309,"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."}}