{"id":"W2883898882","doi":"10.2215/cjn.04060318","title":"Incident Atrial Fibrillation and the Risk of Stroke in Adults with Chronic Kidney Disease","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Svenska Läkaresällskapet; Hjärt-Lungfonden; AstraZeneca","keywords":"Atrial fibrillation; Medicine; Interquartile range; Stroke (engine); Internal medicine; Cardiology; Kidney disease; Incidence (geometry); Proportional hazards model; Heart failure; 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":[0.0007171452,0.0002790124,0.0004176021,0.0007499576,0.0004264706,0.0008846986,0.000338649,0.0007768532,0.001889915],"category_scores_gemma":[0.004264319,0.0002753875,0.0006103683,0.00111994,0.000212225,0.000498339,0.0005524175,0.0009324836,0.0002481866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584614,"about_ca_system_score_gemma":0.0005090606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005547623,"about_ca_topic_score_gemma":0.005383291,"domain_scores_codex":[0.9993011,0.0001932098,0.0001245547,0.000134291,0.0001541291,0.00009270509],"domain_scores_gemma":[0.9971385,0.0005045977,0.00153622,0.0001009574,0.0003372478,0.0003824796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184397,0.00003505927,0.9973657,0.00003140841,0.00009879423,0.00003663892,0.00002530692,0.00005743573,0.00002840275,0.00002859152,0.0002311786,0.00194315],"study_design_scores_gemma":[0.00002883461,0.0000682735,0.9984037,0.00002758638,0.0001108605,0.0002740994,0.00005231383,0.0003752444,0.00002245178,0.0001781156,0.0004538291,0.000004717525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854555,0.00829848,0.000402176,0.001175947,0.00009119866,0.00002565896,0.002420317,0.00002146171,0.00210934],"genre_scores_gemma":[0.9959208,0.001988453,0.0003142831,0.0001495552,0.0002131427,0.00002625462,0.001017566,0.000002908765,0.0003670624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005547623,"threshold_uncertainty_score":0.01103067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823015824304003,"score_gpt":0.3500054743205679,"score_spread":0.3217753160775279,"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."}}