{"id":"W1997705909","doi":"10.1016/j.athoracsur.2012.01.084","title":"2012 ACCF/AATS/SCAI/STS Expert Consensus Document on Transcatheter Aortic Valve Replacement","year":2012,"lang":"en","type":"review","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Cardiothoracic surgery; Internal medicine; Canadian Cardiovascular Society; Cardiac magnetic resonance; Cardiac surgery; Consensus conference; General surgery; Radiology; Magnetic resonance imaging; Surgery; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030025,0.001526118,0.003987562,0.007944252,0.0005288782,0.00151353,0.001413267,0.002324134,0.005186292],"category_scores_gemma":[0.005633093,0.0005941313,0.002510722,0.005171505,0.0004708933,0.001436349,0.001086774,0.001968229,0.002226172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721259,"about_ca_system_score_gemma":0.007316472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553416,"about_ca_topic_score_gemma":0.01219413,"domain_scores_codex":[0.9988245,0.0001755757,0.0004113898,0.0000906068,0.0004193741,0.00007849333],"domain_scores_gemma":[0.9967591,0.001020062,0.0008928999,0.00005896091,0.001093744,0.0001752114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002086539,0.00007473277,0.0005032418,0.06371663,0.0008616167,0.0002377139,0.00005574814,0.0002405415,0.0006775942,0.0008691677,0.2232318,0.7093225],"study_design_scores_gemma":[0.0003578754,0.0001704924,0.004475868,0.08612956,0.004794625,0.001581667,0.00009207686,0.000207872,0.0005221979,0.001091204,0.9005095,0.00006703041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001978304,0.9918893,0.000296581,0.003001452,0.002070643,0.00008603082,0.0003985277,0.00001728925,0.002042345],"genre_scores_gemma":[0.001182448,0.9930046,0.001199539,0.00205771,0.0007942562,0.00009421969,0.000623048,0.000005636687,0.001038446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007944252,"threshold_uncertainty_score":0.01734984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090582608078188,"score_gpt":0.488717067906738,"score_spread":0.2796588070989192,"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."}}