{"id":"W3108001585","doi":"10.1093/ehjci/ehaa946.0517","title":"Clinical outcomes of patients with newly diagnosed atrial fibrillation who refused anticoagulation: findings from the global GARFIELD-AF registry","year":2020,"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; Atrial fibrillation; Stroke (engine); Observational study; Anticoagulant; Embolism; Warfarin; Internal medicine; Pediatrics; Surgery; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00259396,0.0002741934,0.0006035377,0.001413756,0.0003468252,0.001103299,0.0006779811,0.0006005209,0.001048688],"category_scores_gemma":[0.007599556,0.0002127201,0.0006217569,0.00244605,0.0004301114,0.00104958,0.000856593,0.0006641598,0.0002015596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576954,"about_ca_system_score_gemma":0.0006126638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005555157,"about_ca_topic_score_gemma":0.007274515,"domain_scores_codex":[0.9976665,0.0007390727,0.0003949154,0.0004710867,0.0004430849,0.000285302],"domain_scores_gemma":[0.9905437,0.001483991,0.005801589,0.0005945962,0.0005744023,0.001001857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000674861,0.00001171503,0.9992794,0.000008831784,0.00003548262,0.00003018024,0.00004026444,0.00001683685,0.00001957146,0.000009897714,0.00008479415,0.0003954562],"study_design_scores_gemma":[0.00001060597,0.00004308372,0.9995158,0.00000792222,0.00002079589,0.0001434071,0.0001007522,0.00004230702,0.00001366219,0.0000148456,0.00008332291,0.000003576431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975897,0.0003259523,0.00003695854,0.0001047343,0.000006639712,0.00001047624,0.001432207,0.000003175062,0.0004901732],"genre_scores_gemma":[0.9982117,0.0001281294,0.00004620363,0.00005325156,0.00001744092,0.00001758202,0.001438319,0.000002070793,0.00008532808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005555157,"threshold_uncertainty_score":0.01371837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09587172107668661,"score_gpt":0.3564346763029215,"score_spread":0.2605629552262349,"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."}}