{"id":"W2960027137","doi":"10.1136/heartjnl-2019-314940","title":"Symptoms, disease severity and treatment of adults with a new diagnosis of severe aortic stenosis","year":2019,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Asymptomatic; Ejection fraction; Cardiology; Internal medicine; Stenosis; Left ventricular hypertrophy; Chest pain; Aortic valve replacement; Aortic valve; Aortic valve stenosis; valvular heart disease; Heart failure; Blood pressure","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":[0.0007397069,0.0002510345,0.0004168907,0.0006940862,0.0003179914,0.0005789252,0.0002116364,0.0005665786,0.001411265],"category_scores_gemma":[0.003274065,0.0002101785,0.0002930229,0.0007928461,0.0002767789,0.0005932149,0.0004121814,0.0004187967,0.0002143514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635701,"about_ca_system_score_gemma":0.0003010557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547587,"about_ca_topic_score_gemma":0.0025582,"domain_scores_codex":[0.9994003,0.0001829238,0.0001335571,0.0001110068,0.0001069315,0.00006532703],"domain_scores_gemma":[0.9979809,0.000309704,0.001155496,0.00006600969,0.0001249361,0.0003629343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004441257,0.00002690603,0.999063,0.000009718,0.00001702418,0.00005329747,0.00003358436,0.00001825449,0.00006488526,0.000004420203,0.00006636009,0.0005982118],"study_design_scores_gemma":[0.000007184415,0.0000939154,0.9992717,0.000006509069,0.000008697006,0.0003352654,0.00008447507,0.00006672625,0.00001579816,0.00001062984,0.00009707149,0.000001985445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987603,0.0003100077,0.00004880699,0.00009943749,0.00000807456,0.000008627666,0.0004117682,0.000002241981,0.000350767],"genre_scores_gemma":[0.9988986,0.0002110709,0.0001349879,0.00008582692,0.00005408134,0.00001688534,0.0004796393,8.115977e-7,0.0001180187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547587,"threshold_uncertainty_score":0.004721105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872192727588834,"score_gpt":0.2800291233223792,"score_spread":0.2713071960464908,"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."}}