{"id":"W2144082202","doi":"10.2215/cjn.01910309","title":"Peritoneal Protein Clearance and not Peritoneal Membrane Transport Status Predicts Survival in a Contemporary Cohort of Peritoneal Dialysis Patients","year":2009,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Cohort; Peritoneal equilibration test; Internal medicine; Urology; Gastroenterology; Continuous ambulatory peritoneal dialysis","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":[0.0005412782,0.0003211256,0.0004703283,0.0005754459,0.0004306456,0.0006674388,0.0003375148,0.00059154,0.001090316],"category_scores_gemma":[0.002026001,0.0002736669,0.0003698376,0.0005852878,0.0003730957,0.0006419784,0.0004253642,0.0007825258,0.0001883065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696112,"about_ca_system_score_gemma":0.00028683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526299,"about_ca_topic_score_gemma":0.00136184,"domain_scores_codex":[0.9997658,0.00004523752,0.00002159672,0.00007007219,0.00003956856,0.00005771342],"domain_scores_gemma":[0.9988655,0.0002303171,0.0004956526,0.00008331216,0.00006797755,0.0002572178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001752764,0.00002027238,0.9990169,0.000002678601,0.00002430121,0.0000642719,0.00002710174,0.00004347374,0.0001266037,0.000007400539,0.00004574616,0.000445928],"study_design_scores_gemma":[0.00002653583,0.0001862511,0.9983556,0.000004466631,0.00003209852,0.0005760816,0.00009436566,0.0005442841,0.00004250263,0.00004392761,0.00008921148,0.000004600508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997495,0.00007422382,0.00003503932,0.00002438927,0.000003315,0.000002170504,0.00005377501,0.000001319493,0.00005630131],"genre_scores_gemma":[0.9996781,0.00004449641,0.00004200907,0.00001856289,0.00001343019,0.000005478005,0.0001647202,7.397014e-7,0.00003242868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001526299,"threshold_uncertainty_score":0.003647506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959971120946966,"score_gpt":0.3182328090104849,"score_spread":0.2886330978010152,"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."}}