{"id":"W2917968617","doi":"10.1159/000494897","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"editorial","venue":"Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Disease; Public health; Health care; Socioeconomic status; Equity (law); Global health; Health equity; Disease burden; Intensive care medicine; Environmental health; Economic growth; Political science; Population; Pathology; Internal medicine; Economics","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000151029,0.0006703658,0.001188592,0.0005638707,0.00008741115,0.000447674,0.0004367978,0.0003482391,0.0007213568],"category_scores_gemma":[0.008613985,0.0005557434,0.0004490632,0.0003289923,0.0002334867,0.0003110334,0.0006743992,0.0005066926,0.0001331686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918881,"about_ca_system_score_gemma":0.002883198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000461604,"about_ca_topic_score_gemma":0.000009171616,"domain_scores_codex":[0.9962083,0.0001194819,0.0005937591,0.001101976,0.001357527,0.0006189812],"domain_scores_gemma":[0.9944233,0.0003518276,0.0002190982,0.0009691939,0.0001810393,0.003855529],"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":[0.0008679171,0.0005415847,0.02761531,0.008275598,0.0003530892,0.0004675976,0.00001820846,0.000006232833,0.000001744285,0.0001610794,0.9610929,0.0005987084],"study_design_scores_gemma":[0.002486472,0.00007176447,0.04140001,0.005431761,0.00295829,3.882482e-7,0.00001641692,0.0001273793,7.588367e-7,0.0004750642,0.9464053,0.0006264329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001073122,0.01718127,0.00001255006,0.01372628,0.928572,0.003462731,0.02293924,0.0003729384,0.01265983],"genre_scores_gemma":[0.01886297,0.01297638,0.00002605186,0.006779198,0.9043906,0.0005438722,0.02702269,0.0002676177,0.02913056],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02418138,"threshold_uncertainty_score":0.9997369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009323641299230093,"score_gpt":0.2807226638979616,"score_spread":0.2713990225987316,"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."}}