{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00171515,0.00081399,0.003249948,0.0003492577,0.0001114253,0.00003410551,0.0002222472,0.0002798126,0.0008363517],"category_scores_gemma":[0.0001329724,0.0004773228,0.01477189,0.0003060129,0.0001562981,0.00008258359,0.00008714703,0.000342876,0.0004569721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109704,"about_ca_system_score_gemma":0.0003371704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005265134,"about_ca_topic_score_gemma":4.906317e-7,"domain_scores_codex":[0.9956576,0.0007367258,0.001306922,0.0005894452,0.0008924282,0.0008168322],"domain_scores_gemma":[0.9949782,0.001694264,0.0008532646,0.001836601,0.0001776679,0.0004599286],"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":[0.0007988188,0.0008759491,0.0002850519,0.006921594,0.01024081,0.00001250849,0.0001256619,2.548558e-7,4.616804e-7,0.0000116398,0.02168538,0.9590419],"study_design_scores_gemma":[0.0001892592,0.0002170164,0.000698207,0.01874188,0.01638459,0.000088605,0.00005492539,3.24961e-7,0.00009756369,0.00005154043,0.9628971,0.0005789619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004090721,0.9911506,0.00000146072,0.0007698323,0.001021253,0.001746742,0.0001888703,0.00006238186,0.0009682065],"genre_scores_gemma":[0.0169938,0.9795699,0.00001082157,0.0007695161,0.0005888097,0.0004223555,0.0003572722,0.0001369063,0.00115061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9584629,"threshold_uncertainty_score":0.9997678,"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."}}