{"id":"W2077827705","doi":"10.1053/j.ajkd.2010.03.020","title":"Association of Residual Urine Output With Mortality, Quality of Life, and Inflammation in Incident Hemodialysis Patients: The Choices for Healthy Outcomes in Caring for End-Stage Renal Disease (CHOICE) Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Dialysis Clinics","keywords":"Medicine; Urine; Hemodialysis; Dialysis; End stage renal disease; Peritoneal dialysis; Internal medicine; Proportional hazards model; Prospective cohort study; Kidney disease; Renal function; Cohort; Cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001204302,0.0001520443,0.0008234443,0.0003573708,0.00004629591,0.00002464344,0.0001295889,0.00001939281,0.00000595591],"category_scores_gemma":[0.008722906,0.00009446195,0.0002093271,0.0003028947,0.0001242579,0.0001720502,0.00005144467,0.0001221656,3.843519e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009363889,"about_ca_system_score_gemma":0.000519453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014884,"about_ca_topic_score_gemma":0.002321653,"domain_scores_codex":[0.9975132,0.0002442262,0.001147581,0.000184815,0.0007275986,0.0001825943],"domain_scores_gemma":[0.9960462,0.0007894676,0.00202651,0.0002311865,0.0003833402,0.0005232744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003241453,0.001934469,0.990368,0.0003515756,0.0007310732,0.000002484918,0.0004575393,0.0002157674,0.00005379695,0.00001851806,0.00007467541,0.002550652],"study_design_scores_gemma":[0.005810469,0.001193522,0.990137,0.0001209238,0.001221998,6.101108e-8,0.001170967,0.00008507628,0.00001850394,0.0000353042,0.0001121981,0.00009401118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962248,0.00005344669,0.00005197947,0.002136594,0.00005323478,0.001147658,0.0003211206,0.000003582067,0.000007566042],"genre_scores_gemma":[0.9991759,0.00003044466,0.0001414738,0.0003659718,0.0001159059,0.00007137176,0.00005925136,0.00001324113,0.00002643417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007518604,"threshold_uncertainty_score":0.9996271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827665489273794,"score_gpt":0.3238372861776177,"score_spread":0.3055606312848798,"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."}}