{"id":"W2030039832","doi":"10.1093/ndt/gfp295","title":"Survival among nocturnal home haemodialysis patients compared to kidney transplant recipients","year":2009,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto; Humber River Regional Hospital; St. Paul's Hospital; University of British Columbia; University of Alberta Hospital","funders":"University Health Network","keywords":"Medicine; Dialysis; Renal replacement therapy; Kidney transplantation; Transplantation; Nocturnal; Hemodialysis; Home hemodialysis; Kidney; Kidney disease; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005010561,0.0001685677,0.0003156237,0.000611296,0.0002278829,0.0003944032,0.0001679161,0.0003309194,0.001587617],"category_scores_gemma":[0.001294678,0.0001041892,0.0004353746,0.0003974407,0.0001953513,0.0003050571,0.0003561378,0.0002618711,0.0001472437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023377,"about_ca_system_score_gemma":0.0001663535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441847,"about_ca_topic_score_gemma":0.0010781,"domain_scores_codex":[0.999773,0.00005997044,0.00001790061,0.00007106515,0.0000259436,0.00005217173],"domain_scores_gemma":[0.999156,0.0001755584,0.0003242626,0.00004388446,0.00004647365,0.0002539127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005076855,0.00002675165,0.9978024,0.000009600323,0.00005675165,0.00007796798,0.00005395115,0.00006153768,0.0002745832,0.000009172329,0.00004546965,0.001073992],"study_design_scores_gemma":[0.00001722916,0.0003229268,0.9989605,0.000004842564,0.00003934032,0.0002468259,0.00009838856,0.0001667684,0.00006232897,0.00002159468,0.00005624465,0.000003064214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996666,0.0001322757,0.0000171184,0.00001159823,0.000002632768,0.000001454478,0.00008255475,9.276809e-7,0.00008493101],"genre_scores_gemma":[0.9997706,0.00004202281,0.000008035292,0.00000682627,0.000004005727,0.00000206577,0.0001369858,4.409463e-7,0.00002895828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587617,"threshold_uncertainty_score":0.005311131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170987670334192,"score_gpt":0.2480864014506456,"score_spread":0.2363765247473036,"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."}}