{"id":"W2598361327","doi":"10.1093/eurheartj/ehx042","title":"Duration of device-detected subclinical atrial fibrillation and occurrence of stroke in ASSERT","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":597,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"St. Jude Medical","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Hazard ratio; Subclinical infection; Internal medicine; Cardiology; Embolism; Confidence interval; Proportional hazards model; Incidence (geometry)","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":[0.0007324423,0.0001763267,0.0002866075,0.000446599,0.0001922634,0.0004396003,0.0002570853,0.000287466,0.001507622],"category_scores_gemma":[0.003352131,0.0002144606,0.0004553539,0.0004965587,0.0002298374,0.000312006,0.0004088509,0.000441075,0.0001327849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967855,"about_ca_system_score_gemma":0.0002171461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091652,"about_ca_topic_score_gemma":0.002377478,"domain_scores_codex":[0.9996927,0.00007960141,0.0000531789,0.00006551405,0.00006068167,0.00004845357],"domain_scores_gemma":[0.9964355,0.0009212203,0.001822312,0.0001600537,0.000208893,0.0004519534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644472,0.00001285381,0.999206,0.000005921196,0.00002613494,0.00005046835,0.0000149156,0.00002245686,0.00005568248,0.000006317693,0.00002082604,0.000414089],"study_design_scores_gemma":[0.0000107033,0.0001343942,0.9991332,0.000006612149,0.00003042685,0.0003610571,0.00003551443,0.0001754597,0.00003046884,0.00002245316,0.00005740383,0.000002366431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992827,0.0003308448,0.00005510332,0.00002220677,0.000004039555,0.00000155905,0.0001377245,0.000001384119,0.0001645437],"genre_scores_gemma":[0.9996909,0.00008921076,0.00002137973,0.000007624436,0.00001110946,0.000001129892,0.0001451807,5.84339e-7,0.00003288274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091652,"threshold_uncertainty_score":0.005043447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547610104013192,"score_gpt":0.4092142116056322,"score_spread":0.254453201204313,"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."}}