{"id":"W3086331113","doi":"10.2215/cjn.03940320","title":"Performance of the Kidney Failure Risk Equation by Disease Etiology in Advanced CKD","year":2020,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University; Ottawa Hospital","funders":"Kidney Foundation of Canada","keywords":"Medicine; Kidney disease; Dialysis; Population; Internal medicine; Kidney transplantation; Kidney; Confidence interval; Intensive care medicine; Urology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01039064,0.0005289874,0.0006466265,0.001580925,0.0003396426,0.001403178,0.0005986186,0.0006854597,0.0007315884],"category_scores_gemma":[0.02019372,0.0003010009,0.001157784,0.0009552189,0.000520751,0.0008185456,0.001263251,0.0007981156,0.0002653216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009938342,"about_ca_system_score_gemma":0.0009745678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009041211,"about_ca_topic_score_gemma":0.007640464,"domain_scores_codex":[0.9958535,0.002038744,0.0003444345,0.0006443874,0.0008332037,0.0002857112],"domain_scores_gemma":[0.9889122,0.005580859,0.002844626,0.0009394251,0.001210133,0.0005127928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000106927,0.00002157992,0.9960373,0.000006171169,0.00007825616,0.00001745387,0.00005989685,0.001249338,0.00005017415,0.00005500849,0.0001125254,0.002205429],"study_design_scores_gemma":[0.00002231536,0.0001480222,0.9713741,0.00001999596,0.00007540765,0.0001697057,0.0001275631,0.02707729,0.00019807,0.0003796048,0.0003895075,0.00001834784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995222,0.0003553892,0.002865107,0.0002300161,0.00001588191,0.00002537522,0.0004763344,0.00003150758,0.0007782915],"genre_scores_gemma":[0.9986314,0.00004607504,0.0009730678,0.00002879549,0.000007551565,0.000007642905,0.0002208013,0.000003926712,0.00008070227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039064,"threshold_uncertainty_score":0.05495161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454497976583896,"score_gpt":0.315512502058959,"score_spread":0.2909675222931201,"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."}}