{"id":"W2917268161","doi":"10.1093/ckj/sfy128","title":"Burden, access and disparities in kidney disease","year":2019,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Nephrology; Health care; Global health; Disease; Renal replacement therapy; Public health; Intensive care medicine; Disease burden; Equity (law); Economic growth; Internal medicine; Pathology; Political science","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":[0.002056076,0.00009177983,0.0004202596,0.001261856,0.000912355,0.001234308,0.0004579115,0.0006101147,0.005004943],"category_scores_gemma":[0.008837075,0.0001135947,0.0004906153,0.002025736,0.0006273396,0.001427268,0.002288415,0.001080789,0.000222894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260587,"about_ca_system_score_gemma":0.001955178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687976,"about_ca_topic_score_gemma":0.02950691,"domain_scores_codex":[0.9976805,0.0008376514,0.0002095489,0.0002420271,0.0004527318,0.0005774505],"domain_scores_gemma":[0.9971937,0.0009293625,0.0007291016,0.0001244023,0.0002974606,0.0007259772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222655,0.0001854499,0.870253,0.0005025815,0.0003469605,0.000266779,0.003039912,0.0004879954,0.0001928538,0.03076869,0.01741099,0.07642251],"study_design_scores_gemma":[0.00002393836,0.00007268845,0.9384831,0.001047973,0.0001417622,0.0005083678,0.003343704,0.0008073638,0.0001066732,0.0277704,0.02765639,0.00003756232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8143616,0.04309791,0.00184932,0.09624714,0.0006942136,0.00009104703,0.004663342,0.00003525709,0.03896023],"genre_scores_gemma":[0.9881649,0.007717211,0.0003448155,0.002293441,0.0002884209,0.00002756955,0.000628329,0.000009305883,0.000526098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687976,"threshold_uncertainty_score":0.05344659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919707628485009,"score_gpt":0.3730409151960536,"score_spread":0.3338438389112036,"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."}}