{"id":"W2901172024","doi":"10.1016/j.jcmg.2018.06.028","title":"Transcatheter Aortic Heart Valves","year":2018,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; Université Laval; St. Paul's Hospital; University of British Columbia","funders":"British Heart Foundation; Wellcome Trust; Edwards Lifesciences; Medtronic","keywords":"Calcification; Medicine; Fibrosis; Thrombus; Cardiology; Thrombosis; Aortic valve; Stenosis; Dystrophic calcification; Internal medicine; Valve replacement; Heart valve; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002344852,0.0002250561,0.0005419707,0.0001110844,0.0001367032,0.00005501203,0.00006734471,0.00003936813,0.0001647906],"category_scores_gemma":[0.00003302767,0.0001943553,0.00871634,0.0001900809,0.0001219761,0.0001314963,0.00003488203,0.0001028524,0.000431753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007735168,"about_ca_system_score_gemma":0.00007525678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008906593,"about_ca_topic_score_gemma":4.33525e-7,"domain_scores_codex":[0.9983675,0.00006537973,0.0002050114,0.0004509199,0.000500866,0.0004102494],"domain_scores_gemma":[0.9986994,0.00001750211,0.00002296344,0.0008727233,0.0001491141,0.000238254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829559,0.0003929747,0.8118693,0.0001871543,0.02632859,0.0001296204,0.0005834383,0.00001342415,0.001756442,0.00006203484,0.003858308,0.1546357],"study_design_scores_gemma":[0.003239738,0.00009418873,0.9359468,0.0001300361,0.009067911,0.0002974054,0.0001455076,0.0002022136,0.002097041,0.0001418979,0.04828144,0.0003558333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573137,0.02354964,0.002231522,0.0008280547,0.0008057266,0.0007951827,0.00002245895,0.0003148539,0.01413884],"genre_scores_gemma":[0.9974007,0.00008337459,0.0006828044,0.0007094804,0.0008403437,0.00004100575,0.00002635583,0.00005854749,0.0001574069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542799,"threshold_uncertainty_score":0.8790663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112910515914399,"score_gpt":0.3077882042582236,"score_spread":0.2966590990990796,"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."}}