{"id":"W2804987717","doi":"10.1016/j.ejim.2018.05.016","title":"Increased burden of comorbidities and risk of cardiovascular death in atrial fibrillation patients in Europe over ten years: A comparison between EORP-AF pilot and EHS-AF registries","year":2018,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"Abbott Vascular; Novartis Pharma; Servier; Boston Scientific Corporation; Sanofi; Eli Lilly and Company; AstraZeneca; Gedeon Richter; Bayer; ResMed Foundation; ResMed; Edwards Lifesciences; Boehringer Ingelheim","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Emergency medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00180796,0.0001441643,0.0008712588,0.0004689463,0.00001872647,0.000009560162,0.00009928562,0.00002366116,0.00002615281],"category_scores_gemma":[0.001684624,0.0001079332,0.0001155496,0.0002371942,0.0002763347,0.0001195739,0.00009352029,0.0001972151,0.000001392442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003267244,"about_ca_system_score_gemma":0.00002604749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346113,"about_ca_topic_score_gemma":0.00001805961,"domain_scores_codex":[0.9975564,0.0005364449,0.001149214,0.0001402705,0.0004972799,0.0001204273],"domain_scores_gemma":[0.9982787,0.000268925,0.0008829884,0.000155423,0.0003160995,0.00009786195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002084417,0.000006235909,0.9885972,0.00007222688,0.0005018997,0.0000560963,0.00146442,0.00006908482,0.00006616609,0.00001307803,0.0002693769,0.006799774],"study_design_scores_gemma":[0.01109028,0.003963009,0.974853,0.001468066,0.0005818575,0.00001655696,0.0002784989,0.0001673029,0.00008291636,0.00002125725,0.007396529,0.00008076712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964184,0.001996785,0.0002132462,0.0001285781,0.0001939754,0.0001979987,0.000008830345,0.000004636591,0.0008375422],"genre_scores_gemma":[0.9959444,0.001330522,0.000204972,0.00001412344,0.002425945,3.702451e-8,0.000007137629,0.00002016594,0.00005273516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374426,"threshold_uncertainty_score":0.4401388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05564960875942804,"score_gpt":0.3084805198320474,"score_spread":0.2528309110726193,"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."}}