{"id":"W2531158766","doi":"10.1093/ndt/gfw378","title":"Atrial fibrillation and chronic kidney disease: struggling through thick and thin","year":2016,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Kidney disease; Dialysis; Observational study; Population; Randomized controlled trial; Internal medicine; Cardiology; Intensive care medicine; Renal function","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":[0.003749276,0.0009058667,0.003030175,0.004244784,0.0005746936,0.00314028,0.001128535,0.002316141,0.003535487],"category_scores_gemma":[0.007697552,0.0005526372,0.002272357,0.004934643,0.001587901,0.004730667,0.001920569,0.00312899,0.0004931429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409669,"about_ca_system_score_gemma":0.004255058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003638086,"about_ca_topic_score_gemma":0.007719882,"domain_scores_codex":[0.9977253,0.0009077939,0.0004417027,0.0001860636,0.0006382862,0.0001007145],"domain_scores_gemma":[0.9947544,0.003624689,0.0008380766,0.0001153849,0.0005215073,0.0001459802],"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":[0.0001787012,0.0000705132,0.001374486,0.1342621,0.002212652,0.0002524529,0.0007264314,0.0003237661,0.0003243555,0.01106415,0.0338908,0.8153197],"study_design_scores_gemma":[0.0001183621,0.0002289417,0.007950476,0.2119534,0.003363879,0.00273764,0.001506899,0.0002609664,0.0001599608,0.02618248,0.7454486,0.0000883523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001047057,0.9977175,0.00004440892,0.001760354,0.0001339033,0.000003440443,0.000008559729,0.000001797149,0.0002252937],"genre_scores_gemma":[0.001572609,0.997074,0.0001436946,0.0008569331,0.0002300506,0.000006363032,0.00001074236,0.000001107272,0.0001044309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004244784,"threshold_uncertainty_score":0.01982832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04378925611516395,"score_gpt":0.3409187955539827,"score_spread":0.2971295394388188,"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."}}