{"id":"W4390659981","doi":"10.1093/eurheartj/ehad887","title":"Severe aortic stenosis: secular trends of incidence and outcomes","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Secular variation; Stenosis; Incidence (geometry); Cardiology; Internal medicine; Demography","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":[0.0008881151,0.0001922785,0.0002666507,0.001319847,0.0002210949,0.0007384247,0.000289429,0.0004166698,0.0009174222],"category_scores_gemma":[0.002707862,0.0001666145,0.0003671444,0.001713928,0.000291762,0.000620124,0.000442908,0.0004648475,0.000203504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444413,"about_ca_system_score_gemma":0.0006460694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008053318,"about_ca_topic_score_gemma":0.01023019,"domain_scores_codex":[0.9994798,0.00008145915,0.00007628625,0.0001805001,0.0000942894,0.00008772693],"domain_scores_gemma":[0.996635,0.0002930628,0.001820506,0.0002059437,0.0007180216,0.0003274094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002822275,0.000006298373,0.9975945,0.00001358456,0.00003185765,0.00002012888,0.00006286902,0.00004914911,0.00008498897,0.0000513329,0.0002522464,0.001804708],"study_design_scores_gemma":[0.000001611426,0.00002322241,0.9991412,0.00001051325,0.00001373352,0.0001415647,0.0001479083,0.0002320491,0.00003259116,0.00004190918,0.0002112162,0.000002553355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930941,0.002662995,0.000309964,0.0006769274,0.00003092806,0.00001008519,0.001936963,0.00003259307,0.001245429],"genre_scores_gemma":[0.9975653,0.0007715728,0.0001584492,0.00005808854,0.00004149137,0.000005657765,0.001282197,0.000005200499,0.0001120535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008053318,"threshold_uncertainty_score":0.01601285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287612738059474,"score_gpt":0.3508726756939037,"score_spread":0.3279965483133089,"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."}}