{"id":"W2915123288","doi":"10.1007/s00467-019-4197-2","title":"Burden, access, and disparities in kidney disease","year":2019,"lang":"en","type":"editorial","venue":"Pediatric Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Nephrology; Kidney disease; Internal medicine; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002685568,0.0003735004,0.0009166602,0.0007106236,0.00003854861,0.00008942151,0.0002739172,0.0005320088,0.0003044248],"category_scores_gemma":[0.001152475,0.0003129963,0.0001842941,0.0003291695,0.0001045062,0.0001018587,0.0005144397,0.0006559483,0.0001083947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008391865,"about_ca_system_score_gemma":0.0008635012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003895282,"about_ca_topic_score_gemma":0.00002433284,"domain_scores_codex":[0.9976428,0.0001130018,0.0004621456,0.0007299567,0.0005693149,0.0004828489],"domain_scores_gemma":[0.9981923,0.0004237281,0.0001914119,0.0004984868,0.0001011781,0.0005929723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005645518,0.0001458341,0.03077845,0.002366096,0.0001246887,0.0003184024,0.00001508554,0.000007679303,7.194313e-7,0.00009725926,0.9652249,0.000356343],"study_design_scores_gemma":[0.002028205,0.0001157353,0.04130776,0.00006278777,0.002227634,8.531726e-7,0.000003004905,0.00007190609,6.447807e-8,0.0004501646,0.95344,0.0002919484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01482587,0.01492026,0.00001815092,0.007960682,0.9561044,0.001741154,0.0007093734,0.0001206881,0.00359942],"genre_scores_gemma":[0.007981075,0.02496827,0.00002499023,0.002408525,0.9573329,0.000143982,0.001905888,0.00007027786,0.005164058],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01178495,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00805410343549506,"score_gpt":0.271304058714934,"score_spread":0.2632499552794389,"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."}}