{"id":"W2910538712","doi":"10.1161/jaha.118.010107","title":"Cardiac biomarkers and left ventricular hypertrophy in relation to outcomes in patients with atrial fibrillation: Experiences from the RE-LY trial","year":2019,"lang":"en","type":"article","venue":"IrInSubria (University of Insubria)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Atrial fibrillation; Hazard ratio; Left ventricular hypertrophy; Natriuretic peptide; Troponin; Troponin T; Proportional hazards model; Stroke (engine); GDF15; Biomarker; Heart failure; Myocardial infarction; Confidence interval; 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":[0.006105992,0.000610254,0.001478695,0.0001501427,0.0002438277,0.0009846095,0.0004574341,0.0007874739,0.0009340802],"category_scores_gemma":[0.00563743,0.0001610645,0.001134474,0.000313151,0.0003883353,0.0006783796,0.0004942521,0.001266432,0.000209506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134683,"about_ca_system_score_gemma":0.0006703917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099731,"about_ca_topic_score_gemma":0.0020638,"domain_scores_codex":[0.9973711,0.001895534,0.0001754943,0.0001830447,0.0001816372,0.0001931178],"domain_scores_gemma":[0.996276,0.001372101,0.001116818,0.0003622114,0.000263231,0.000609617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4274819,0.003018606,0.4146053,0.001991976,0.008954201,0.0006191707,0.000580359,0.002122376,0.002740315,0.001136453,0.01498707,0.1217622],"study_design_scores_gemma":[0.2162657,0.06401773,0.682233,0.001117117,0.01035116,0.001114502,0.0006637948,0.003542861,0.00147258,0.001958309,0.01703816,0.0002250561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730746,0.02015154,0.00035162,0.002306408,0.0001844856,0.0002471737,0.00146519,0.00002433777,0.002194827],"genre_scores_gemma":[0.9894634,0.004409093,0.0005225662,0.001038395,0.000612951,0.0003386077,0.002890378,0.00001065775,0.0007136947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006105992,"threshold_uncertainty_score":0.03229195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840641220887808,"score_gpt":0.2324032620158188,"score_spread":0.2139968498069407,"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."}}