{"id":"W1982135373","doi":"10.1016/j.jacc.2012.02.022","title":"Clinical Outcomes After Transcatheter Aortic Valve Replacement Using Valve Academic Research Consortium Definitions","year":2012,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":588,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Edwards Lifesciences","keywords":"Medicine; Aortic valve; Internal medicine; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003859213,0.0008498969,0.00307868,0.005090877,0.0002541811,0.001283703,0.0009871334,0.0006242561,0.001477942],"category_scores_gemma":[0.009732243,0.0002189106,0.002521353,0.00540375,0.0004567012,0.001139005,0.0009075328,0.001114476,0.0001651608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052822,"about_ca_system_score_gemma":0.001743663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119937,"about_ca_topic_score_gemma":0.005030397,"domain_scores_codex":[0.9976159,0.0006000418,0.0008596877,0.0002874346,0.0005339422,0.0001029276],"domain_scores_gemma":[0.9930529,0.00407105,0.001985932,0.00007385683,0.0006923078,0.0001239692],"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":[0.001142445,0.0002144444,0.05072548,0.1148691,0.01053107,0.0001712446,0.0002033653,0.0006305161,0.0002872236,0.002907649,0.01858826,0.7997292],"study_design_scores_gemma":[0.001713165,0.001961575,0.3962106,0.248148,0.07629847,0.003501964,0.001609222,0.001892497,0.001129123,0.009764665,0.2573074,0.0004633352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002117321,0.9967729,0.00009923376,0.0002583908,0.000158943,0.00001541984,0.0001734714,0.000002634688,0.0004015171],"genre_scores_gemma":[0.02577034,0.9720103,0.0005603751,0.000398238,0.0004858359,0.00006244091,0.0005739354,0.000002279287,0.0001362039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005090877,"threshold_uncertainty_score":0.0204097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2036728009988316,"score_gpt":0.4987222995950011,"score_spread":0.2950494985961695,"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."}}