{"id":"W1909581322","doi":"10.1046/j.1525-139x.2002.00028.x","title":"Epidemiology and Demographic Aspects of Treated End‐Stage Renal Disease in the Elderly","year":2002,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Demographics; Dialysis; Epidemiology; Transplantation; Renal replacement therapy; Intensive care medicine; Disease; End stage renal disease; Population; Pediatrics; Demography; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008482109,0.0001613804,0.0005753414,0.0006049519,0.00003204308,0.000005866329,0.0001328382,0.00006647765,0.0003099835],"category_scores_gemma":[0.0005908001,0.000104466,0.0002336401,0.001127689,0.0002137787,0.00003835113,0.0000451622,0.0001487956,0.000005261395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002774846,"about_ca_system_score_gemma":0.00001175512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002891156,"about_ca_topic_score_gemma":0.0003178659,"domain_scores_codex":[0.998246,0.0004212855,0.0004973168,0.0003328246,0.000217035,0.0002855091],"domain_scores_gemma":[0.9988132,0.000457092,0.0001323757,0.0004275462,0.00002371906,0.0001461239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001904591,0.0008714511,0.9585167,0.000152688,0.0002437662,0.0005887845,0.0007762472,0.0002129403,0.000248518,0.001886612,0.0007331559,0.0355787],"study_design_scores_gemma":[0.001485511,0.0003340952,0.9897648,0.0003539086,0.001075382,0.000003281139,0.0004303149,0.003521414,0.00008275831,0.001798568,0.0009742029,0.0001758047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835209,0.008136242,0.00001256831,0.002403515,0.00002082297,0.0003171453,0.0000145062,0.00001192643,0.005562423],"genre_scores_gemma":[0.9961665,0.002855504,0.00007966518,0.0003911631,0.00003674117,0.00004851221,0.00003611782,0.00001030446,0.0003754898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03540289,"threshold_uncertainty_score":0.4260001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131639951029948,"score_gpt":0.2728670265703962,"score_spread":0.2515506270600967,"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."}}