{"id":"W3080236968","doi":"10.1016/j.ekir.2020.08.020","title":"Home Hemodialysis and Peritoneal Dialysis Patient and Technique Survival in Canada","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; Dalhousie University; Nova Scotia Health Authority; Hôpital Maisonneuve-Rosemont; St. Michael's Hospital; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Astellas Pharma Canada; Baxter International; Janssen Pharmaceuticals; Fresenius Medical Care North America; Medtronic","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Intensive care medicine; Home hemodialysis; Internal medicine","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":[0.0005541483,0.0001754337,0.0003219245,0.0008147334,0.001391153,0.001021956,0.0007840216,0.0003230571,0.003385323],"category_scores_gemma":[0.002574726,0.0001390476,0.0005203732,0.003024559,0.0004880532,0.0002998404,0.0007866129,0.0006956096,0.0001530543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02225668,"about_ca_system_score_gemma":0.04189508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990456,"about_ca_topic_score_gemma":0.9927088,"domain_scores_codex":[0.999318,0.00004291353,0.00004366371,0.0001044752,0.0002055346,0.0002854417],"domain_scores_gemma":[0.9968883,0.0001624264,0.0006729403,0.00008365222,0.001365915,0.000826646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004917919,0.00001325506,0.9918303,0.00004035425,0.00004714952,0.00005536177,0.0001662816,0.0001388768,0.00004484744,0.0001987153,0.002272732,0.005143016],"study_design_scores_gemma":[0.00000958325,0.00001393259,0.9975517,0.00005727025,0.00002671482,0.00009021052,0.0002870731,0.000328895,0.00003207241,0.00005522732,0.001539828,0.000007383959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705793,0.003944868,0.0002652855,0.002871449,0.00005245387,0.00004911577,0.0159407,0.00002878443,0.006268006],"genre_scores_gemma":[0.9947162,0.001337221,0.0001652798,0.0002721643,0.00001530211,0.00001246422,0.002759386,0.000004803629,0.0007171893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225668,"threshold_uncertainty_score":0.1614842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008053779912339033,"score_gpt":0.2211161423957159,"score_spread":0.2130623624833769,"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."}}