{"id":"W1977348924","doi":"10.1007/s11255-004-8788-9","title":"Improvement in uremic symptoms after increasing daily dialysate volume in patients on chronic peritoneal dialysis with declining renal function","year":2004,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Nephrology; Dialysis adequacy; Continuous ambulatory peritoneal dialysis; Renal function; Urology; Internal medicine; Nausea; Creatinine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002655189,0.000169343,0.0003074833,0.0005180934,0.00003466625,0.00001480175,0.00007394459,0.0001379749,0.0001283089],"category_scores_gemma":[0.00004056387,0.0001366782,0.00006279784,0.0001503418,0.0001347499,0.00008004346,0.00007360596,0.0002510668,0.00002078411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399724,"about_ca_system_score_gemma":0.00006671811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854616,"about_ca_topic_score_gemma":0.001096202,"domain_scores_codex":[0.9986629,0.00009226609,0.0003524932,0.0004154581,0.0002077088,0.000269133],"domain_scores_gemma":[0.9995794,0.00005028982,0.0001035462,0.0001353527,0.00005550278,0.00007596339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01841125,0.0007531395,0.9621727,0.00001725265,0.0005190393,0.0002082289,0.0002381563,0.002836555,0.001119324,0.0003916787,0.00001535787,0.01331733],"study_design_scores_gemma":[0.007736199,0.003886596,0.9859793,0.00005157518,0.000218587,0.00001086853,0.00001192937,0.0006739299,0.00002704654,0.0003100777,0.000970842,0.0001230994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967611,0.0001303831,0.0001483164,0.001960526,0.0002072029,0.0002500121,0.000004951171,0.00001615602,0.0005213821],"genre_scores_gemma":[0.9951995,0.00005499241,0.00005024547,0.004262517,0.0001947158,0.00009493801,0.00009052013,0.00001424025,0.00003835697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380656,"threshold_uncertainty_score":0.5573573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003550794890179022,"score_gpt":0.2145367567845561,"score_spread":0.2109859618943771,"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."}}