{"id":"W2151491099","doi":"10.1093/ndt/gfp348","title":"Survival of patients from South Asian and Black populations starting renal replacement therapy in England and Wales","year":2009,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Renal replacement therapy; Proportional hazards model; Transplantation; Dialysis; Demography; Hazard ratio; Referral; Epidemiology; Internal medicine; Surgery; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001086796,0.0001282815,0.0003149124,0.0001712522,0.00004342732,0.000008530898,0.00002140844,0.00008587608,0.00002389508],"category_scores_gemma":[0.000007669883,0.0001072681,0.00004452847,0.0001191428,0.00005352994,0.00007876779,0.000001687204,0.00007559085,8.916851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370492,"about_ca_system_score_gemma":0.00001285446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001483454,"about_ca_topic_score_gemma":0.0005202309,"domain_scores_codex":[0.9990017,0.00009902312,0.0003760038,0.0002368735,0.0001546169,0.000131814],"domain_scores_gemma":[0.9996117,0.00007792978,0.000119114,0.00009404931,0.00003922469,0.00005801506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002525231,0.0001687892,0.9772552,0.00003033347,0.0001227906,0.00001258608,0.008819537,0.00004910745,0.002146036,0.00005113759,5.361285e-7,0.008818666],"study_design_scores_gemma":[0.01092473,0.0006005348,0.9865505,0.0000559008,0.0003125452,0.000001722368,0.00008042932,0.0002017331,0.0007199399,0.000460443,0.00001394874,0.00007754678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982565,0.00006829148,0.0006645059,0.0004887895,0.00002400324,0.0002928335,0.000111542,0.00001424688,0.00007930341],"genre_scores_gemma":[0.9970177,0.0007381983,0.0008788048,0.0002224682,0.00002096109,0.000006427023,0.001099217,0.00000670676,0.000009466887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009295276,"threshold_uncertainty_score":0.4374265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228393422329296,"score_gpt":0.277909173812459,"score_spread":0.2550698315795294,"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."}}