{"id":"W2163644254","doi":"10.1093/ndt/gfr674","title":"Hemodialysis and peritoneal dialysis are associated with similar outcomes for end-stage renal disease treatment in Canada","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; London Health Sciences Centre; Western University; University of Toronto; University Health Network; Canadian Institute for Health Information","funders":"Canadian Society of Transplantation; Canadian Society of Nephrology","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Renal replacement therapy; Proportional hazards model; Dialysis; End stage renal disease; Internal medicine; Relative survival; Survival analysis; Surgery; Kidney disease; Cohort; Home hemodialysis; Epidemiology; Cancer registry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005377805,0.0001973884,0.0003893844,0.0009070993,0.001575453,0.001108203,0.0007205595,0.0005257094,0.002471551],"category_scores_gemma":[0.002952891,0.0001840455,0.0008051628,0.002952397,0.0006760793,0.0002871731,0.00083989,0.0008916202,0.00008787527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01980399,"about_ca_system_score_gemma":0.03317386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862872,"about_ca_topic_score_gemma":0.9893372,"domain_scores_codex":[0.9987798,0.0001058493,0.00008518535,0.000176591,0.0004084389,0.0004441508],"domain_scores_gemma":[0.9958279,0.0002480695,0.001418299,0.0001014713,0.001326217,0.001078034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006998391,0.00001741339,0.9966747,0.00002229513,0.00007787541,0.0000462087,0.0001158294,0.0001090825,0.00006458814,0.0001385569,0.0006081589,0.002055332],"study_design_scores_gemma":[0.000009002749,0.00001192029,0.9989348,0.00002066177,0.00003563812,0.00006405704,0.0002346349,0.0001889537,0.00002078573,0.00004012718,0.0004339528,0.000005563183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986581,0.002200877,0.0002028255,0.001738022,0.00003486713,0.00004067966,0.005277034,0.00001440238,0.003910295],"genre_scores_gemma":[0.9973537,0.0005160322,0.00009720688,0.000165185,0.000009196374,0.000009318702,0.001447394,0.000003895758,0.0003981162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980399,"threshold_uncertainty_score":0.1436886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320409514593467,"score_gpt":0.2422354936991628,"score_spread":0.2290313985532281,"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."}}