{"id":"W2982003839","doi":"10.1093/eurheartj/ehz746.0607","title":"P5664Trends in incidence and mortality from atrial fibrillation across europe, 1990 - 2017","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Demography; Atrial fibrillation; Population; Mortality rate; European union; Public health; Surgery; Environmental health; Internal medicine; Pathology","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":[0.001064392,0.000326353,0.0005049206,0.003462788,0.0001985116,0.001140401,0.0003541214,0.0002947865,0.002150631],"category_scores_gemma":[0.003364413,0.0001905,0.001113078,0.008264247,0.0002091858,0.0007545423,0.000938648,0.0004203768,0.0007726203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050611,"about_ca_system_score_gemma":0.0009105708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371796,"about_ca_topic_score_gemma":0.007613633,"domain_scores_codex":[0.9986142,0.0001458887,0.0004736861,0.000323517,0.0002795636,0.0001632406],"domain_scores_gemma":[0.9977282,0.0002133268,0.00134073,0.0000973189,0.0004766094,0.0001438919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028459,0.00002790771,0.9654115,0.0007088374,0.0007254201,0.00019988,0.0002787453,0.0004831812,0.00017999,0.0004487784,0.009778044,0.0215549],"study_design_scores_gemma":[0.0000150461,0.00003457385,0.9859221,0.0002434239,0.000186013,0.0003963787,0.0002697393,0.0002761468,0.0001210449,0.0001428895,0.01238289,0.000009712417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7982579,0.02154991,0.00130019,0.0009812812,0.0003256419,0.00008099652,0.1681152,0.0001671027,0.009221805],"genre_scores_gemma":[0.8727178,0.01296134,0.001297267,0.0003668225,0.0003199294,0.0002178649,0.1102264,0.00007474943,0.001817862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371796,"threshold_uncertainty_score":0.02727622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08516266146962034,"score_gpt":0.40368311487501,"score_spread":0.3185204534053897,"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."}}