{"id":"W2010068031","doi":"10.1111/j.1525-139x.2010.00707.x","title":"Diabetic Patients on Peritoneal Dialysis","year":2010,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Hemodialysis; Intensive care medicine; Renal replacement therapy; Diabetes mellitus; Internal medicine; 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":[0.0005049428,0.0008933423,0.004336651,0.001938964,0.0000982177,0.00009487683,0.0004937503,0.0006984766,0.0006916642],"category_scores_gemma":[0.000591753,0.0006636716,0.00285559,0.002060907,0.0001570227,0.00005735583,0.0002704654,0.001081586,0.0006948909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133274,"about_ca_system_score_gemma":0.000187137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004801825,"about_ca_topic_score_gemma":0.00005962051,"domain_scores_codex":[0.9953576,0.0003257763,0.001350536,0.001185888,0.001081075,0.0006990667],"domain_scores_gemma":[0.9970937,0.0003258311,0.0005284003,0.001507055,0.0001112412,0.0004337851],"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":[0.00003133224,0.001473276,0.001370089,0.005276361,0.0009430223,0.0001327942,0.00007818796,0.000002793332,4.526154e-7,0.00004404964,0.001662413,0.9889852],"study_design_scores_gemma":[0.0007353546,0.0001987028,0.0006243467,0.01490881,0.01585938,0.000001478484,0.00002183267,0.00001438507,0.000003038678,0.00002057075,0.9669609,0.0006512095],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002309139,0.9804098,0.000001605938,0.00008792999,0.0007446468,0.001508115,0.0001103031,0.00006867375,0.01475977],"genre_scores_gemma":[0.0006559278,0.9936104,0.0001414907,0.0002143832,0.0005580587,0.0005493289,0.001725379,0.0001214439,0.00242357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988334,"threshold_uncertainty_score":0.9995815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652357364449314,"score_gpt":0.3031287339814148,"score_spread":0.2866051603369216,"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."}}