{"id":"W2947343144","doi":"10.4103/ijn.ijn_55_19","title":"Burden, access, and disparities in kidney disease","year":2019,"lang":"en","type":"article","venue":"Indian Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Nephrology; Health care; Renal replacement therapy; Global health; Public health; Disease; Equity (law); Intensive care medicine; Workforce; Economic growth; Political science; Internal medicine; Nursing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851434,0.00008204303,0.0002994894,0.0003321149,0.00001412848,0.00003175789,0.0001062762,0.00004193256,0.0003788743],"category_scores_gemma":[0.00007385846,0.00006017279,0.0000852166,0.0001080719,0.00007365172,0.0001389282,0.00006315381,0.0001634528,0.00002021427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002334745,"about_ca_system_score_gemma":0.0001443075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002426678,"about_ca_topic_score_gemma":0.00000683441,"domain_scores_codex":[0.9992433,0.0000528798,0.0002821087,0.0001035348,0.0001504122,0.0001677901],"domain_scores_gemma":[0.9992589,0.0000312786,0.0001301624,0.0001164323,0.00004643873,0.0004167481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001701301,0.0002408841,0.9678661,0.0004455982,0.0003174484,0.005510942,0.0003618021,0.00008097478,0.0005375395,0.001226454,0.01549743,0.006213506],"study_design_scores_gemma":[0.002492555,0.0002850691,0.9458274,0.0002303693,0.0001702043,0.000153101,0.00005938141,0.00006390445,0.000009027538,0.001681323,0.04894971,0.00007794649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980477,0.0007654839,0.000007471847,0.01739604,0.0001655455,0.0001312635,0.000004836948,0.000003107576,0.001049207],"genre_scores_gemma":[0.9907535,0.0003825071,0.00003803958,0.008288982,0.000228419,0.000001837043,0.00000477082,0.000007824492,0.0002940859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345228,"threshold_uncertainty_score":0.4148408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049268561212562,"score_gpt":0.267159923878458,"score_spread":0.2566672382663324,"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."}}