{"id":"W2885836800","doi":"10.1161/circulationaha.113.007477","title":"Predictors of Poor Outcomes After Transcatheter Aortic Valve Replacement","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Valve replacement; Aortic valve replacement; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062416,0.0000794113,0.0001784512,0.00004868556,0.00001420408,0.000003898628,0.00001444224,0.00003439205,0.0001108916],"category_scores_gemma":[0.00002547086,0.00006317334,0.0009395292,0.00004639382,0.0000166749,0.00003582933,0.000004595329,0.00002331209,0.00002092194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003929314,"about_ca_system_score_gemma":0.0000128433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001160255,"about_ca_topic_score_gemma":3.477035e-7,"domain_scores_codex":[0.999383,0.00002120373,0.0001767852,0.0001389956,0.0001889438,0.00009101535],"domain_scores_gemma":[0.9996074,0.00001968018,0.00004988825,0.0002106551,0.00004486389,0.00006753499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009666623,0.000176242,0.9969954,0.00005083797,0.0006176836,1.106494e-7,0.0001223195,0.00001709386,0.000143381,0.00002918451,0.00001813236,0.001732909],"study_design_scores_gemma":[0.001221746,0.00006814078,0.9968096,0.00003257359,0.001190245,9.589454e-7,0.00001092914,0.0003568213,0.0001026206,0.0000727584,0.00008247895,0.00005113066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979833,0.00009684401,0.0007295064,0.00009018752,0.0001617637,0.0002883779,0.0000107939,0.0000249274,0.0006142383],"genre_scores_gemma":[0.9996177,0.00000302162,0.00003182579,0.0001401376,0.00005359596,0.00003706176,0.00005815896,0.00001222247,0.00004625104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001681778,"threshold_uncertainty_score":0.2576134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047553558017604,"score_gpt":0.2918922625313434,"score_spread":0.2814167269511674,"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."}}