{"id":"W2925238640","doi":"10.1159/000497498","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"editorial","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Disease; Public health; Health care; Global health; Socioeconomic status; Disease burden; Health equity; Intensive care medicine; Equity (law); Kidney disorder; Acute kidney injury; Environmental health; Kidney; Economic growth; Population; Political science; Internal medicine; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002101315,0.000222717,0.0003987141,0.000271748,0.00003411228,0.0001770527,0.0001742477,0.0002430171,0.00006691217],"category_scores_gemma":[0.0007842921,0.0001915913,0.0001002498,0.0001694432,0.00005277284,0.0001307241,0.0001050639,0.0002772889,0.00004864412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004500211,"about_ca_system_score_gemma":0.0004061048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149307,"about_ca_topic_score_gemma":0.000008066,"domain_scores_codex":[0.9983348,0.00005381298,0.0003284974,0.0005065105,0.0005829571,0.0001934792],"domain_scores_gemma":[0.9987864,0.00008849931,0.0001564382,0.0005283118,0.000114686,0.0003256538],"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":[0.0001728722,0.0003485683,0.003622903,0.002620052,0.0001561719,0.00003168352,0.00002727135,0.000003912363,0.00002467059,0.0003983162,0.9914802,0.001113363],"study_design_scores_gemma":[0.001787437,0.00004167435,0.03899134,0.001060688,0.00176822,2.418333e-7,0.000008986717,0.00008533838,0.00001216873,0.0002547653,0.9557479,0.0002412485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.008233991,0.01436814,0.00005341278,0.01236305,0.9441974,0.004335336,0.001304868,0.0002110452,0.01493274],"genre_scores_gemma":[0.05976403,0.01137315,0.00007750133,0.0004901791,0.893435,0.0004576044,0.01417097,0.0001030517,0.02012851],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05153004,"threshold_uncertainty_score":0.7812865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093254773511737,"score_gpt":0.2739804511411532,"score_spread":0.2630479034060358,"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."}}