{"id":"W2963794768","doi":"10.1016/j.nefroe.2019.04.001","title":"Burden, access, and disparities in kidney disease","year":2019,"lang":"en","type":"article","venue":"Nefrología (English Edition)","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Health care; Nephrology; Public health; Global health; Renal replacement therapy; Disease; Intensive care medicine; Equity (law); Health equity; Disease burden; Environmental health; Economic growth; Internal medicine; Political science; Nursing","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":[0.006297023,0.0007333817,0.0009488006,0.001790628,0.001412736,0.004541007,0.001315786,0.003364081,0.01080377],"category_scores_gemma":[0.0264243,0.000348015,0.001240745,0.001504994,0.001590448,0.002817145,0.001478626,0.007064254,0.001900609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271629,"about_ca_system_score_gemma":0.005318248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008713682,"about_ca_topic_score_gemma":0.01723614,"domain_scores_codex":[0.9966283,0.001107096,0.0004642889,0.0003047737,0.001217717,0.0002776968],"domain_scores_gemma":[0.9861957,0.007261542,0.0007192047,0.0002377179,0.004451074,0.001134756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002179786,0.000007593583,0.0005962467,0.0002559126,0.00002188472,0.0000326641,0.0001244149,0.00002034792,0.00002001723,0.00170952,0.9734492,0.02374044],"study_design_scores_gemma":[0.00003160991,0.00002471403,0.004157328,0.002260233,0.00006650756,0.0001949821,0.0002808227,0.00009297735,0.00006570027,0.003779005,0.9890114,0.00003470068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005729899,0.09144818,0.0004764306,0.4930512,0.4064352,0.00004959012,0.0004720506,0.00004540493,0.007448958],"genre_scores_gemma":[0.009492206,0.1757119,0.001018613,0.1133442,0.6790902,0.0001437371,0.0007728846,0.0001227628,0.02030348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01080377,"threshold_uncertainty_score":0.03614217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008806305912343961,"score_gpt":0.2485957377236065,"score_spread":0.2397894318112626,"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."}}