{"id":"W2944596833","doi":"10.1093/ndt/gfz075","title":"A comparison of technique survival in Canadian peritoneal dialysis and home hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; University Health Network; McGill University","funders":"","keywords":"Medicine; Home hemodialysis; Hemodialysis; Peritoneal dialysis; Dialysis; Discontinuation; Hazard ratio; Confidence interval; Relative risk; Internal medicine; Renal replacement therapy; Proportional hazards model; Surgery","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":[0.0007788816,0.0002699503,0.0003735803,0.001218866,0.0009384705,0.0007892287,0.0007997928,0.0004714891,0.001396492],"category_scores_gemma":[0.003129576,0.0001846495,0.0007788983,0.002440211,0.0003571849,0.0002931905,0.0006714848,0.0006145088,0.00009733857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007069628,"about_ca_system_score_gemma":0.008212986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8527957,"about_ca_topic_score_gemma":0.8386953,"domain_scores_codex":[0.9991838,0.0000563412,0.00004987566,0.0001509823,0.0002832993,0.0002756178],"domain_scores_gemma":[0.9978384,0.0002244014,0.000887971,0.00009372339,0.0004989415,0.0004566095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001726404,0.00001301379,0.9972187,0.00001935952,0.00006866232,0.00004149349,0.0001039939,0.0001190724,0.00005438079,0.00005010677,0.0003128271,0.001825654],"study_design_scores_gemma":[0.000008455202,0.00003610421,0.9992119,0.000009239712,0.00002740387,0.00006887032,0.0001239479,0.0002512567,0.00002294453,0.00001518874,0.0002185422,0.000006017048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963481,0.0004294348,0.00006250042,0.0001096842,0.000005915133,0.00001038426,0.002355689,0.00000396512,0.0006743385],"genre_scores_gemma":[0.9978263,0.0001894952,0.00005815596,0.00002506553,0.000004705045,0.000005168166,0.001792417,0.00000152286,0.00009704263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472043,"threshold_uncertainty_score":0.2961423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891842294547545,"score_gpt":0.2599918612045005,"score_spread":0.2511000189099529,"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."}}