{"id":"W3206724228","doi":"10.1093/eurheartj/ehab724.0468","title":"Impact of NOAC and VKA on outcome of patients with newly diagnosed atrial fibrillation and diabetes: a report from the GARFIELD-AF registry","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Atrial fibrillation; Hazard ratio; Diabetes mellitus; Stroke (engine); Proportional hazards model; Population; Cardiology; Heart failure; Confidence interval; Endocrinology","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":[0.002851647,0.000238615,0.0005383667,0.00128342,0.0003251756,0.0007769313,0.0005612657,0.0003396536,0.00100668],"category_scores_gemma":[0.006884531,0.0001640409,0.0009465714,0.002082205,0.0002647215,0.000699006,0.0006605752,0.0005332878,0.0001739978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006158263,"about_ca_system_score_gemma":0.0008152258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008731287,"about_ca_topic_score_gemma":0.009901582,"domain_scores_codex":[0.9975461,0.0006556894,0.0004151373,0.0004671872,0.0006569917,0.0002587904],"domain_scores_gemma":[0.9892412,0.001652549,0.006866311,0.0007718694,0.0007088913,0.0007592408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194371,0.00002022348,0.9984982,0.00001227634,0.00007523277,0.00002610905,0.00001594861,0.00004273748,0.00001431616,0.00001445674,0.0001392658,0.001021805],"study_design_scores_gemma":[0.00001934207,0.00004922308,0.9992913,0.00001251435,0.00007360382,0.0001131241,0.00006029414,0.0001603148,0.00003304199,0.00001891186,0.0001635907,0.000004751492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952725,0.0008783318,0.0001157571,0.0001223578,0.00001257462,0.00001478779,0.002885345,0.000006657373,0.0006917205],"genre_scores_gemma":[0.9961254,0.0004411027,0.00009594929,0.00004985129,0.00003640564,0.00002070274,0.003069502,0.000002674394,0.000158431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008731287,"threshold_uncertainty_score":0.01736093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461063964367497,"score_gpt":0.3283726666032993,"score_spread":0.2737620269596244,"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."}}