{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001248759,0.0001152184,0.0002778226,0.0001100633,0.0000234884,0.00003075688,0.00003743929,0.00002755872,0.0001711681],"category_scores_gemma":[0.000398468,0.00009912321,0.00006064462,0.0001567061,0.00002791573,0.0000505995,0.0001145249,0.00008508721,8.078935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904985,"about_ca_system_score_gemma":0.0004358804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1681722,"about_ca_topic_score_gemma":0.03793772,"domain_scores_codex":[0.9986613,0.00002626437,0.0003764851,0.0003287222,0.0004874058,0.0001198624],"domain_scores_gemma":[0.9992247,0.00002195487,0.0001170698,0.0001181816,0.00007296338,0.0004451293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970749,0.0001704999,0.9587778,0.000156854,0.0007115963,0.007081226,0.0006014801,0.0000649142,0.00311547,0.0001988044,0.009444314,0.01947998],"study_design_scores_gemma":[0.001781952,0.0001904304,0.8484154,0.0002603875,0.0007194814,0.0003484387,0.0009272643,0.005655239,0.00269932,0.0003890352,0.1379595,0.0006535701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756602,0.0001076704,0.0001439841,0.01660384,0.0002751079,0.0003148073,0.00003616075,0.00001878332,0.00683947],"genre_scores_gemma":[0.9966158,0.00009281401,0.0002870548,0.002660107,0.0000978374,0.00004633213,0.0001105844,0.00001013207,0.00007937969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302345,"threshold_uncertainty_score":0.9796174,"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."}}