{"id":"W2004753664","doi":"10.1053/jarr.2001.21704","title":"Peritoneal Dialysis in Diabetic Patients","year":2001,"lang":"en","type":"review","venue":"Advances in Renal Replacement Therapy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Diabetes mellitus; Continuous ambulatory peritoneal dialysis; Dialysis; Hemodialysis; Renal replacement therapy; End stage renal disease; Diabetic nephropathy; Internal medicine; Intensive care medicine; Disease; Surgery; Endocrinology","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":[0.0007260657,0.0007430026,0.001797867,0.002360011,0.0002399185,0.0009137165,0.0006283934,0.0007250853,0.002612472],"category_scores_gemma":[0.001636937,0.0002176799,0.000596859,0.002899108,0.0003221139,0.001171464,0.0006719608,0.001222351,0.0006618425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157999,"about_ca_system_score_gemma":0.001135398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009052,"about_ca_topic_score_gemma":0.002706597,"domain_scores_codex":[0.9996639,0.00008262818,0.00009020037,0.00005047545,0.00009098787,0.00002172078],"domain_scores_gemma":[0.999348,0.0002970918,0.0002105144,0.00001615749,0.00008547768,0.00004275582],"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":[0.0001445708,0.00008443103,0.0007349224,0.02014164,0.0001593825,0.000214435,0.00003849289,0.00013254,0.0002629361,0.0005614413,0.01868771,0.9588373],"study_design_scores_gemma":[0.0002571003,0.000469815,0.01003335,0.02784307,0.00160933,0.005887588,0.0001513418,0.0002742329,0.0005245917,0.001422762,0.9514836,0.00004323735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001339416,0.9989825,0.00005867608,0.0001745021,0.0001552608,0.000003989988,0.000008606326,0.000002852561,0.0004796032],"genre_scores_gemma":[0.000965869,0.9980595,0.0001424628,0.0002851252,0.0002669797,0.000006375051,0.00001781575,5.918513e-7,0.0002552905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002612472,"threshold_uncertainty_score":0.008739591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447751183845308,"score_gpt":0.3472092011589359,"score_spread":0.3227316893204828,"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."}}