{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004867834,0.0006080177,0.002416028,0.0009112231,0.00004124995,0.0000390804,0.0002748412,0.0001830176,0.0005242244],"category_scores_gemma":[0.00006892709,0.0004287492,0.0007366458,0.001387281,0.00007985366,0.000155792,0.0000924921,0.0004051838,0.00006768347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563713,"about_ca_system_score_gemma":0.0001263707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002300737,"about_ca_topic_score_gemma":0.00004354442,"domain_scores_codex":[0.9962251,0.0002890854,0.001286318,0.0008645485,0.0007623364,0.0005725657],"domain_scores_gemma":[0.9985034,0.0001389163,0.0004197359,0.0007107405,0.00005321339,0.0001740009],"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":[0.0003291018,0.001298802,0.003209393,0.002989853,0.0002847913,0.0001002145,0.00004218753,0.00002980669,1.927585e-7,0.00004822825,0.0001532061,0.9915142],"study_design_scores_gemma":[0.003190174,0.0005081556,0.0004618095,0.01092418,0.0004754159,0.000001881025,0.00001638573,0.0000131805,0.000001161895,0.00004164358,0.9839592,0.0004068222],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008483505,0.9883817,0.00001574257,0.00003196096,0.0002874894,0.002107512,0.00001612566,0.00002999118,0.008281086],"genre_scores_gemma":[0.0002351759,0.9965531,0.0001161463,0.000198546,0.0001783448,0.0007642138,0.000511649,0.00005952164,0.001383262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9911074,"threshold_uncertainty_score":0.9998164,"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."}}