{"id":"W3166901926","doi":"10.1093/ndt/gfab101.003","title":"MO681PERITONEAL DIALYSIS TIME ON THERAPY AND REGIONAL DIFFERENCES IN DEATH, TRANSFER TO HEMODIALYSIS AND KIDNEY TRANSPLANTATION: RESULTS FROM THE PDOPPS","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Peritoneal dialysis; Transplantation; Dialysis; Renal replacement therapy; Hazard ratio; Population; Cumulative incidence; Kidney transplantation; Internal medicine; Cohort; Discontinuation; Proportional hazards model; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001889794,0.0004092536,0.0004865081,0.0008097891,0.0003960665,0.0009854438,0.0007614158,0.0004105956,0.002585246],"category_scores_gemma":[0.006635227,0.0003187824,0.002010724,0.001198631,0.0004012744,0.0006876739,0.001766136,0.0008412913,0.0002059485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004922436,"about_ca_system_score_gemma":0.000750633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720355,"about_ca_topic_score_gemma":0.01536253,"domain_scores_codex":[0.9988213,0.0004667207,0.00005772073,0.0003535517,0.000154121,0.0001465629],"domain_scores_gemma":[0.9957762,0.001431644,0.001487481,0.0004741421,0.0003114099,0.0005191891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005727746,0.00002677947,0.9953922,0.00003208243,0.0006230498,0.00005758876,0.0001410948,0.0002636411,0.00007358512,0.00003893976,0.0002818936,0.002496385],"study_design_scores_gemma":[0.00003312349,0.0001514601,0.9976394,0.0000172225,0.0003053556,0.0001358092,0.0004758032,0.0007428752,0.00005105672,0.00006955311,0.0003709233,0.000007392675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972324,0.0002184813,0.0003280296,0.00007271441,0.000006923939,0.00001289542,0.001718558,0.000007173412,0.0004028696],"genre_scores_gemma":[0.998493,0.0000665163,0.000143738,0.00002552026,0.00001044874,0.00001814441,0.001054033,0.00000727378,0.0001813041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720355,"threshold_uncertainty_score":0.05409044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138170893878988,"score_gpt":0.2656960730325685,"score_spread":0.2343143640937786,"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."}}