{"id":"W37217707","doi":"10.1016/j.jacc.2013.02.087","title":"Comparison of Transcatheter and Surgical Aortic Valve Replacement in Severe Aortic Stenosis","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Center for Advancing Translational Sciences; Edwards Lifesciences","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Aortic valve replacement; Valve replacement; Aortic valve 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":[0.001401789,0.000243908,0.001099098,0.0004799,0.0001966679,0.0005354132,0.0003096717,0.0004865807,0.001096184],"category_scores_gemma":[0.005079869,0.0001116757,0.0009575352,0.0003893041,0.0004605445,0.0005227936,0.0003171962,0.0005814468,0.0001083316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395128,"about_ca_system_score_gemma":0.0003595426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005412496,"about_ca_topic_score_gemma":0.001617394,"domain_scores_codex":[0.9991424,0.0004164192,0.0001206603,0.00008686594,0.0001504466,0.00008317217],"domain_scores_gemma":[0.9959385,0.002967371,0.0003966769,0.00009686145,0.0002026109,0.0003979269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3154759,0.002773826,0.4960316,0.002345996,0.003618536,0.0009334023,0.0008946159,0.002836747,0.009463808,0.0008347477,0.0008581635,0.1639327],"study_design_scores_gemma":[0.004158706,0.0481634,0.9396132,0.0001180395,0.001447988,0.001121851,0.0007775348,0.001852914,0.001161926,0.0004751867,0.001054586,0.00005469342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963121,0.002764411,0.0001150189,0.0001010167,0.00006643181,0.00000730473,0.00005472934,0.000003102477,0.0005759058],"genre_scores_gemma":[0.9990219,0.0006315261,0.00007488252,0.00004116149,0.00007689766,0.000002768734,0.00006906295,0.000001056535,0.00008056954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401789,"threshold_uncertainty_score":0.007413447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548182159023664,"score_gpt":0.3285811301871398,"score_spread":0.3130993085969032,"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."}}