{"id":"W3005233964","doi":"10.1177/0896860819893571","title":"Prescribing high-quality peritoneal dialysis: Moving beyond urea clearance","year":2020,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Urea; Dialysis; Dialysis adequacy; Creatinine; Intensive care medicine; Renal function; Urology; Uremia; Internal medicine; Chemistry; Biochemistry","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":[0.008980356,0.0003343685,0.00112616,0.001241416,0.0007024579,0.004142195,0.001228777,0.002528738,0.00196252],"category_scores_gemma":[0.02859863,0.0002585514,0.0007745274,0.00162904,0.00237938,0.004687439,0.002378389,0.00483941,0.0004880097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004009768,"about_ca_system_score_gemma":0.007525763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009390177,"about_ca_topic_score_gemma":0.01169021,"domain_scores_codex":[0.9912782,0.004028206,0.001488548,0.0007117171,0.002193965,0.0002993338],"domain_scores_gemma":[0.9757966,0.01413487,0.003014801,0.000632939,0.004712292,0.001708577],"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":[0.0001179212,0.00008804577,0.01527968,0.009889307,0.0003195842,0.0005338217,0.002256533,0.001464464,0.0007822111,0.05397533,0.05359397,0.8616992],"study_design_scores_gemma":[0.000109443,0.0005367916,0.03447339,0.05273793,0.0004646465,0.002362317,0.004575214,0.003250821,0.0008632247,0.09114216,0.8092495,0.0002345699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005944042,0.6174532,0.01369245,0.3445971,0.00690347,0.00005956551,0.0001270148,0.00007984525,0.01114337],"genre_scores_gemma":[0.08612888,0.8102937,0.01838737,0.06572815,0.01781678,0.00008311807,0.0001227242,0.0000646103,0.001374799],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009390177,"threshold_uncertainty_score":0.04749322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270905256967677,"score_gpt":0.294727805331324,"score_spread":0.2676372796345563,"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."}}