{"id":"W1489391104","doi":"10.1002/ccd.22961","title":"Transcatheter aortic valve implantation","year":2011,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stenosis; Stroke (engine); Internal medicine; Mortality rate; Cardiology; Surgery; Aortic valve; Aortic valve stenosis","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":[0.0004126154,0.0002987786,0.0003184814,0.0003291022,0.0003644104,0.0005230722,0.0003578023,0.0001951763,0.00520749],"category_scores_gemma":[0.001104484,0.00006827609,0.0002385428,0.0002848795,0.0003843555,0.0001635771,0.0005199639,0.0006864082,0.001070858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008625215,"about_ca_system_score_gemma":0.001546284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327941,"about_ca_topic_score_gemma":0.009495391,"domain_scores_codex":[0.9996397,0.00002204705,0.00002023336,0.00004297936,0.0001872911,0.00008768258],"domain_scores_gemma":[0.9989302,0.0001844022,0.0001610594,0.00006369429,0.0001916427,0.0004690632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000975249,0.0008311223,0.6276745,0.0004900466,0.0002277612,0.004826986,0.0005681497,0.001111528,0.01794279,0.0009862036,0.006423858,0.3379419],"study_design_scores_gemma":[0.0001747142,0.002457657,0.8907511,0.0002733791,0.0001052777,0.06256565,0.0003715413,0.002780735,0.005981625,0.0007825728,0.0337149,0.00004077354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716912,0.004263197,0.003139048,0.001055741,0.0001271675,0.0000639916,0.0002527205,0.0001646056,0.01924235],"genre_scores_gemma":[0.9896824,0.003008645,0.001604578,0.0005838774,0.0002426978,0.00002088258,0.0006530429,0.00002688644,0.004177054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005327941,"threshold_uncertainty_score":0.01742077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04124787964094387,"score_gpt":0.3158379271897533,"score_spread":0.2745900475488094,"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."}}