{"id":"W2770316524","doi":"10.1016/j.cjca.2017.11.007","title":"The Transcatheter Aortic Valve Implantation (TAVI) Quality Report: A Call to Arms for Improving Quality in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Ontario Stroke Network; Dalhousie University; Foothills Medical Centre; Memorial University of Newfoundland; St. Boniface Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; Montreal Heart Institute; University of British Columbia; Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal; St. Paul's Hospital; University of Manitoba","funders":"","keywords":"Medicine; Stenosis; Quality (philosophy); Aortic valve replacement; Quality management; Cardiology; Medical emergency; Internal medicine; Operations management","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02085702,0.0006968228,0.001641555,0.003186739,0.0063262,0.008982282,0.005096326,0.01023273,0.00707183],"category_scores_gemma":[0.08027056,0.001007328,0.002238784,0.005112592,0.003330282,0.003357338,0.005212641,0.01432844,0.0009289294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1105056,"about_ca_system_score_gemma":0.4573334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784893,"about_ca_topic_score_gemma":0.9858892,"domain_scores_codex":[0.9614064,0.0039494,0.00378585,0.001936029,0.02240447,0.006517905],"domain_scores_gemma":[0.7105449,0.02399724,0.01673921,0.003470444,0.1353888,0.1098594],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166203,0.0001275628,0.0304134,0.0004658138,0.0001249096,0.0001842506,0.000511777,0.0003791201,0.0002729238,0.006965389,0.9248629,0.0355754],"study_design_scores_gemma":[0.0006318798,0.0002578713,0.2966611,0.004134065,0.0002602322,0.0002605039,0.00314713,0.004128069,0.0004772243,0.006675299,0.6827464,0.0006202535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005593732,0.00481877,0.0006976938,0.9657995,0.007813402,0.0001397577,0.004377866,0.0001637118,0.01059561],"genre_scores_gemma":[0.1487774,0.01473486,0.01452127,0.7803952,0.009743485,0.0005860688,0.009756627,0.0004159489,0.02106914],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.979143,"threshold_uncertainty_score":0.8017783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292017325224818,"score_gpt":0.3699422740836429,"score_spread":0.3370221008313947,"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."}}