{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002582077,0.0004270425,0.005731361,0.0004933455,0.0001057073,0.000005395054,0.0004093628,0.0003233631,0.00004175337],"category_scores_gemma":[0.000569839,0.0002433102,0.02905696,0.0006031314,0.001369302,0.00005369914,0.0001938356,0.001873421,0.00001655724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424657,"about_ca_system_score_gemma":0.00153379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002881,"about_ca_topic_score_gemma":3.412952e-7,"domain_scores_codex":[0.9928928,0.002917348,0.002391486,0.000342774,0.0008448857,0.00061072],"domain_scores_gemma":[0.9939815,0.001826416,0.002287983,0.0009128099,0.0005925751,0.0003987577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001260155,0.0004207694,0.8896798,0.002365263,0.05919,0.00008378684,0.00003354036,0.000005466295,0.000001096983,0.00007836279,0.001634522,0.04524725],"study_design_scores_gemma":[0.002905288,0.002079576,0.5020401,0.008443971,0.1522042,0.004779734,0.000347228,0.000001080053,6.256257e-7,0.0002983689,0.3263562,0.0005435175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06653593,0.9298566,0.00002357346,0.000164005,0.001278034,0.001126875,0.0007244408,0.000006422426,0.00028411],"genre_scores_gemma":[0.2400572,0.7585774,0.0002269561,0.0001433576,0.000827287,0.00005044803,0.00000749196,0.00006011558,0.00004975005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3876396,"threshold_uncertainty_score":0.9921901,"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."}}