{"id":"W2101431169","doi":"10.1093/ndt/gfh723","title":"The importance of residual renal function for patients on dialysis","year":2005,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Intensive care medicine; Renal function; Residual; Hemodialysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006349691,0.0001399608,0.0003842448,0.0004146409,0.0003755864,0.0009179788,0.0003793124,0.0006104428,0.003170459],"category_scores_gemma":[0.005916468,0.00004255257,0.0002127287,0.0004619263,0.0004295594,0.0007977483,0.0003682507,0.0008901211,0.0004264546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152364,"about_ca_system_score_gemma":0.000562211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387683,"about_ca_topic_score_gemma":0.002723581,"domain_scores_codex":[0.9996369,0.0001315953,0.00005624142,0.00004204742,0.00008420072,0.00004895607],"domain_scores_gemma":[0.9978614,0.0007978163,0.0005782996,0.00005674423,0.0002102864,0.0004953636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006830799,0.0001800187,0.7542365,0.0009055451,0.00009225688,0.001685704,0.000490713,0.000174547,0.0006618416,0.001190456,0.01052087,0.2291784],"study_design_scores_gemma":[0.00002862252,0.0006102636,0.9713785,0.0006765294,0.0001939473,0.007757849,0.001103496,0.000313331,0.0002840058,0.00282095,0.01480308,0.00002933833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7823786,0.1447309,0.001283148,0.04901889,0.001228387,0.00006169487,0.0009244894,0.00004925278,0.0203246],"genre_scores_gemma":[0.9754397,0.01995581,0.0004602084,0.001728268,0.001365543,0.00001613565,0.0003222752,0.000008192585,0.000703919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003170459,"threshold_uncertainty_score":0.01060623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009538433314257381,"score_gpt":0.2478637647907862,"score_spread":0.2383253314765288,"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."}}