{"id":"W2241187","doi":"10.1023/a:1024426003688","title":"Beyond KT/V: Redefining adequacy of dialysis in the 21st century","year":2002,"lang":"en","type":"review","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Kt/V; Dialysis adequacy; Nephrology; Peritoneal dialysis; Urology; Internal medicine; Intensive care medicine; Intravascular volume status; Renal function; Blood pressure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362066,0.0007744151,0.002505962,0.001962697,0.0004361396,0.00177211,0.001231587,0.001977947,0.001890803],"category_scores_gemma":[0.003285843,0.0002561937,0.0004751848,0.002603196,0.001262019,0.003711902,0.0009757617,0.002300835,0.0007686561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248186,"about_ca_system_score_gemma":0.003169749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668495,"about_ca_topic_score_gemma":0.005691277,"domain_scores_codex":[0.999376,0.0001861014,0.00009804686,0.00007708833,0.0002278645,0.00003492929],"domain_scores_gemma":[0.99751,0.001573129,0.0002953005,0.00005197586,0.0004667002,0.0001029553],"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":[0.0001016048,0.00005761034,0.0005757154,0.01146178,0.00009442479,0.0002363525,0.0001204654,0.0004291084,0.0004797495,0.005177804,0.01497803,0.9662873],"study_design_scores_gemma":[0.00004769614,0.0001598022,0.003673511,0.01138324,0.0002404607,0.003317612,0.0004225895,0.0003415401,0.0005097447,0.01029575,0.9695537,0.00005438339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001201564,0.9983911,0.0001411022,0.0007833068,0.0001574817,0.000001095942,0.000003232945,0.000003519622,0.0003989692],"genre_scores_gemma":[0.001414164,0.9972058,0.0003029216,0.0005329226,0.0003222225,0.000002832196,0.000007071007,0.000001282751,0.0002106674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002668495,"threshold_uncertainty_score":0.012492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908733697285736,"score_gpt":0.3065025148323284,"score_spread":0.277415177859471,"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."}}