{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009133182,0.000145254,0.0004662739,0.0001617479,0.00005474444,0.0002048086,0.0001828666,0.00007283733,0.001201269],"category_scores_gemma":[0.002354874,0.0001018066,0.0002706566,0.0001497839,0.0001265468,0.0002148428,0.0002064214,0.0005116329,0.0001131553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003310904,"about_ca_system_score_gemma":0.0004101626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001390368,"about_ca_topic_score_gemma":8.501969e-7,"domain_scores_codex":[0.9982301,0.0001414715,0.0007106176,0.0002889833,0.0003471567,0.0002816473],"domain_scores_gemma":[0.9964219,0.0001210318,0.0001451063,0.0002643463,0.0000726873,0.002974959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006014597,0.0004028385,0.9196714,0.0002731141,0.0001411359,0.0003833403,0.00002060698,0.000007807742,0.0000129084,0.0005652902,0.07133467,0.00658545],"study_design_scores_gemma":[0.004441538,0.0001641732,0.8954161,0.001078701,0.0003053373,0.00002302471,0.00003294037,0.0007931123,0.000002081513,0.002226508,0.09535556,0.0001608754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233696,0.0007549311,0.00008902611,0.06049079,0.001543635,0.000498236,0.00003333481,0.00003084653,0.01318962],"genre_scores_gemma":[0.9719021,0.002174496,0.0001037807,0.02077347,0.0009636595,0.000006087781,0.00002826007,0.0000200632,0.004028101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04853251,"threshold_uncertainty_score":0.9997118,"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."}}