{"id":"W4212859915","doi":"10.1093/ndt/gfaa144.p1431","title":"P1431MULTI-CENTER REGISTRY ANALYSIS COMPARING SURVIVAL ON HOME HEMODIALYSIS AND KIDNEY TRANSPLANT RECIPIENTS IN AUSTRALIA AND NEW ZEALAND","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Dialysis; Proportional hazards model; Hemodialysis; Home hemodialysis; Kidney transplantation; Internal medicine; Transplantation; Renal replacement therapy; Survival analysis; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00212064,0.0002666243,0.0006183709,0.00225025,0.0003797498,0.0008737727,0.0007545164,0.000225144,0.002074009],"category_scores_gemma":[0.005811011,0.0003092218,0.001029287,0.002811341,0.0004243026,0.0006173215,0.001370404,0.0004361371,0.0001634444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242771,"about_ca_system_score_gemma":0.001708106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1158088,"about_ca_topic_score_gemma":0.07115617,"domain_scores_codex":[0.9979553,0.0005835125,0.000379351,0.0004183274,0.0004636269,0.0001997926],"domain_scores_gemma":[0.9915986,0.0009386389,0.005107225,0.0005375315,0.00112099,0.0006970525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007670985,0.0000119916,0.9981971,0.00003370658,0.0001824534,0.0000416586,0.00008995744,0.00004122301,0.0001114485,0.00002096409,0.0001482014,0.00104457],"study_design_scores_gemma":[0.00001245018,0.00002604478,0.9993637,0.00000929108,0.00005218545,0.0001032313,0.00009166679,0.000158336,0.00002878502,0.000008449835,0.0001431948,0.000002767672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970999,0.0002184364,0.0001334189,0.00006110659,0.000004775528,0.00003531765,0.001887756,0.000004690428,0.0005547224],"genre_scores_gemma":[0.9982581,0.0001127032,0.0001249981,0.00002233511,0.000006694343,0.0000472772,0.00132759,0.000003213678,0.00009716678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158088,"threshold_uncertainty_score":0.2302695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724910990468068,"score_gpt":0.2995145646367471,"score_spread":0.2522654547320665,"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."}}