{"id":"W4396900023","doi":"10.1016/j.semnephrol.2024.151517","title":"Oral Anticoagulation Use in Individuals With Atrial Fibrillation and Chronic Kidney Disease: A Review","year":2024,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University Health Centre; St. Michael's Hospital","funders":"Servier; GlaxoSmithKline; AstraZeneca; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Kidney disease; Atrial fibrillation; Stroke (engine); Renal function; Intensive care medicine; Randomized controlled trial; Population; Dialysis; Internal medicine; Apixaban; Warfarin; Rivaroxaban","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":[0.0007888163,0.0007493882,0.002266682,0.003225877,0.0002577758,0.0009514558,0.0007480308,0.0009009076,0.003796298],"category_scores_gemma":[0.002703791,0.0003131754,0.001769319,0.003588472,0.0002550178,0.0008310474,0.000596422,0.0007935642,0.0003750249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511271,"about_ca_system_score_gemma":0.00223024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620658,"about_ca_topic_score_gemma":0.006828206,"domain_scores_codex":[0.9995325,0.00009532602,0.000148379,0.00005557752,0.0001417813,0.00002647348],"domain_scores_gemma":[0.9986852,0.0008690357,0.0002628779,0.00001387757,0.0001348562,0.00003413226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001650407,0.00005939396,0.0006622777,0.3445809,0.001187663,0.0001433107,0.000120157,0.0002025044,0.0002533373,0.0006686877,0.0175694,0.6343873],"study_design_scores_gemma":[0.0001763013,0.00032366,0.01081402,0.4484112,0.01148889,0.002675023,0.0002795143,0.0002261906,0.0002617629,0.001342635,0.5239379,0.0000628023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008609873,0.9996264,0.00001173625,0.00007605639,0.00004018581,0.000005109427,0.0000202477,0.000001565791,0.0001326046],"genre_scores_gemma":[0.0005492027,0.9992602,0.000038435,0.0000614046,0.00002709803,0.000005809649,0.00001913176,3.178367e-7,0.00003834669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003796298,"threshold_uncertainty_score":0.0126999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06467564797654411,"score_gpt":0.3763414898798393,"score_spread":0.3116658419032952,"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."}}