{"id":"W2187810425","doi":"10.1177/089686080902902s20","title":"Peritoneal Dialysis and Preservation of Residual Renal Function","year":2009,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Hemodialysis; Dialysis; Urology; Renal function; Intensive care medicine; Internal medicine","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":[0.0006544788,0.0001609571,0.0003730676,0.0003718871,0.0001448403,0.0007113402,0.0003028039,0.0003600909,0.001937403],"category_scores_gemma":[0.001562831,0.00004250763,0.0002943717,0.0003902376,0.0003506877,0.0004266745,0.0005096251,0.0005709485,0.0003450161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167242,"about_ca_system_score_gemma":0.0004569756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000291986,"about_ca_topic_score_gemma":0.0002801589,"domain_scores_codex":[0.9995717,0.0001432372,0.00006365824,0.00004399678,0.0001323428,0.00004498338],"domain_scores_gemma":[0.9993151,0.0002407631,0.0002337575,0.00003726007,0.0001061786,0.00006692098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001863694,0.0003409015,0.04737068,0.008006372,0.0005762588,0.003514162,0.0003277517,0.001147776,0.02074204,0.01929386,0.009237505,0.887579],"study_design_scores_gemma":[0.0004465287,0.005886136,0.3104375,0.003907572,0.001192955,0.07074177,0.0006709388,0.001559445,0.03204739,0.03246713,0.5405352,0.0001074556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09728841,0.8675259,0.00403764,0.004226883,0.0006786493,0.00003577947,0.0001860144,0.00006718087,0.02595349],"genre_scores_gemma":[0.7478312,0.2431835,0.00242499,0.0009697641,0.001100784,0.00004144478,0.0001859447,0.00001123533,0.004251225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001937403,"threshold_uncertainty_score":0.00648123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344648420260593,"score_gpt":0.2718743934486799,"score_spread":0.258427909246074,"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."}}