{"id":"W3191213215","doi":"10.1016/j.jcin.2021.06.011","title":"Nationally Representative Repeat Transcatheter Aortic Valve Replacement Outcomes","year":2021,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Duke Clinical Research Institute; St. Jude Medical; Ferring Pharmaceuticals; Bayer Fund; Abbott Vascular; Boston VA Research Institute; Boston Scientific Corporation; Takeda Pharmaceuticals U.S.A.; Novo Nordisk; Medicines Company; Harvard Medical School; Boehringer Ingelheim; Edwards Lifesciences; Abbott Laboratories; CSL Behring; Chiesi Farmaceutici; Icahn School of Medicine at Mount Sinai; Biotronik; AstraZeneca; Cleveland Clinic; Bristol-Myers Squibb; Mayo Clinic; Merck; Belvoir Media Group; Center for Social Inclusion; Medtronic; American College of Cardiology Foundation","keywords":"Medicine; Valve replacement; Stroke (engine); Interquartile range; Surgery; Incidence (geometry); Adverse effect; Internal medicine; Cardiology; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001215629,0.0002948247,0.0005354275,0.001413475,0.0005053125,0.0006664959,0.0007703989,0.0009217361,0.003329303],"category_scores_gemma":[0.00456184,0.000359869,0.001021408,0.002268279,0.0002041599,0.000965906,0.001311108,0.0008670717,0.001036886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534207,"about_ca_system_score_gemma":0.0009021032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494504,"about_ca_topic_score_gemma":0.06777747,"domain_scores_codex":[0.9981771,0.0004419198,0.0002242501,0.0003823018,0.0003998252,0.0003745915],"domain_scores_gemma":[0.9966401,0.0004464162,0.001420406,0.0003165099,0.0007432661,0.0004333324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006084387,0.00009835454,0.9873282,0.0000614439,0.0002278131,0.00004760612,0.0001242993,0.0001214942,0.00006972353,0.0001065158,0.00840526,0.003348503],"study_design_scores_gemma":[0.000009758041,0.00003372667,0.9984168,0.00001736686,0.00003471855,0.00008922333,0.000312359,0.00008904244,0.00002015618,0.00002885552,0.0009431441,0.000004920808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155953,0.0005116588,0.0005913846,0.0008762445,0.0001014643,0.000129453,0.07364121,0.00005708382,0.008496187],"genre_scores_gemma":[0.9358597,0.0003702664,0.0005610851,0.0008207769,0.00007898258,0.0003289412,0.05924599,0.00002305358,0.002711068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03494504,"threshold_uncertainty_score":0.06948328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430120919907227,"score_gpt":0.3720448026742355,"score_spread":0.3377435934751633,"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."}}