{"id":"W2142129644","doi":"10.1093/ndt/gfs346","title":"Should patients with advanced chronic kidney disease and atrial fibrillation receive chronic anticoagulation?","year":2012,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University; University of Manitoba; Queen's University; McMaster University","funders":"","keywords":"Medicine; Warfarin; Atrial fibrillation; Stroke (engine); Dialysis; Population; Internal medicine; Cardiology; Kidney disease; Cohort; Intensive care 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":[0.00174146,0.000185039,0.001094306,0.0005498373,0.001222074,0.001549849,0.0005084353,0.006094641,0.004730095],"category_scores_gemma":[0.01418842,0.0001776281,0.0005181356,0.001250383,0.0009464393,0.003512426,0.0005478763,0.003708003,0.0008054712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723811,"about_ca_system_score_gemma":0.001930098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005390703,"about_ca_topic_score_gemma":0.01169397,"domain_scores_codex":[0.9989549,0.0003217176,0.0001901461,0.0001221791,0.000284599,0.00012641],"domain_scores_gemma":[0.994014,0.001605238,0.001107982,0.0002318721,0.00127879,0.001762192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008950266,0.0005335418,0.5554854,0.001904877,0.0003186896,0.003732749,0.001579466,0.0001340355,0.0004835734,0.004553791,0.220502,0.2098768],"study_design_scores_gemma":[0.0008350197,0.0007108611,0.6679898,0.006361705,0.0005770872,0.01068304,0.008056279,0.0006412856,0.0002101912,0.02140822,0.2823587,0.0001676605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06053967,0.05550202,0.0005298591,0.8559065,0.01197038,0.0001150306,0.0005949792,0.00004511243,0.01479648],"genre_scores_gemma":[0.4444364,0.06623019,0.002542532,0.4352655,0.04392881,0.0002643327,0.0009178913,0.00002630023,0.006388054],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006094641,"threshold_uncertainty_score":0.01582378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177468177622088,"score_gpt":0.2823394827701911,"score_spread":0.2605648009939702,"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."}}