{"id":"W2984335243","doi":"10.1016/j.jcin.2019.08.029","title":"Risk Stratification in Patients With Aortic Stenosis","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Abbott Vascular; Medtronic; Boehringer Ingelheim; Boston Scientific Corporation; Edwards Lifesciences; Novartis","keywords":"Risk stratification; Cardiology; Stenosis; Medicine; Internal medicine; Stratification (seeds); Biology","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":[0.00197431,0.0005625365,0.001438244,0.001254893,0.001965469,0.002139181,0.00076217,0.01526147,0.00398993],"category_scores_gemma":[0.01893426,0.0004851265,0.001002669,0.0008912596,0.001039315,0.001343289,0.000909292,0.01389394,0.002548325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218173,"about_ca_system_score_gemma":0.002323033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843311,"about_ca_topic_score_gemma":0.0083314,"domain_scores_codex":[0.9974836,0.001001861,0.0003896269,0.0001903855,0.0005574318,0.0003771112],"domain_scores_gemma":[0.9940503,0.003335919,0.0004397106,0.0001740033,0.0006759128,0.001324023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007048738,0.0003510097,0.06931238,0.0002812096,0.0001597493,0.0139484,0.0005138966,0.0002722538,0.0006789309,0.003906296,0.8089219,0.1009491],"study_design_scores_gemma":[0.002335212,0.001213073,0.1795255,0.00508925,0.0009322145,0.05676595,0.002693403,0.008042597,0.001195709,0.09036455,0.6514393,0.0004032385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007374744,0.004550412,0.0002557363,0.9635125,0.01492986,0.0000254752,0.0001505078,0.00003412456,0.00916661],"genre_scores_gemma":[0.09759367,0.005287214,0.001357999,0.7290823,0.158894,0.0001247702,0.0003202673,0.00004443171,0.007295274],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01526147,"threshold_uncertainty_score":0.01582956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562651629292421,"score_gpt":0.2894477603847803,"score_spread":0.2738212440918561,"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."}}