{"id":"W2975363242","doi":"10.1161/circulationaha.119.041080","title":"Contemporary Presentation and Management of Valvular Heart Disease","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":587,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Novartis Pharma; Servier; Abbott Vascular; St. Jude Medical; Leids Universitair Medisch Centrum; Universiteit Leiden; Symetis; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Edwards Lifesciences; Amgen; Pfizer; Gedeon Richter; Bayer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Medicine; valvular heart disease; Mitral regurgitation; Interquartile range; Stenosis; Internal medicine; Intervention (counseling); Cardiology; General surgery","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":[0.0006850307,0.0001507323,0.0002733891,0.0007677876,0.0003652893,0.0009215921,0.0004974958,0.0005043247,0.001994154],"category_scores_gemma":[0.00338453,0.0001105185,0.0001901316,0.001232596,0.000364706,0.0008505203,0.000636938,0.0007374996,0.000308779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673944,"about_ca_system_score_gemma":0.0006877958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199274,"about_ca_topic_score_gemma":0.001945444,"domain_scores_codex":[0.9991405,0.0001707666,0.0001373439,0.0002001035,0.0002097405,0.0001415198],"domain_scores_gemma":[0.9984733,0.0001698005,0.0008520198,0.00004134357,0.0001972811,0.0002662854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004840784,0.00006688511,0.9626408,0.0001102991,0.00003503843,0.0008241569,0.0004891803,0.0001809337,0.0002255086,0.0005595946,0.00404633,0.03077288],"study_design_scores_gemma":[0.00001363315,0.00009339499,0.9762115,0.0003384929,0.00002929667,0.01232078,0.002272938,0.0005882044,0.0001060432,0.001271673,0.006737082,0.00001694529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9461652,0.03144138,0.001050014,0.008086137,0.0002793059,0.00003177494,0.0008902994,0.00003204963,0.01202377],"genre_scores_gemma":[0.987408,0.009926419,0.0004158889,0.0005793751,0.0006030998,0.00001864415,0.0007899895,0.00000726217,0.0002512313],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002199274,"threshold_uncertainty_score":0.006671131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112211397569851,"score_gpt":0.3297145776670745,"score_spread":0.3085924636913759,"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."}}