{"id":"W2982562435","doi":"10.5546/aap.2019.eng.e243","title":"Burden, access, and disparities in kidney disease","year":2019,"lang":"es","type":"article","venue":"Archivos Argentinos de Pediatria","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Public health; Socioeconomic status; Disease; Medicine; Equity (law); Health care; Political science; Humanities; Environmental health; Internal medicine; Nursing; Population; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004593507,0.0003703283,0.0005984901,0.0003220291,0.00008422964,0.0002337073,0.0003509996,0.0001241364,0.0004316987],"category_scores_gemma":[0.0008875557,0.0003243109,0.0002168028,0.0002309081,0.0001731896,0.0002794974,0.0005909159,0.0004888177,0.000373356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003806496,"about_ca_system_score_gemma":0.0004246547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003888294,"about_ca_topic_score_gemma":0.000008683036,"domain_scores_codex":[0.9973763,0.0002543214,0.0005218673,0.0006554637,0.0003585273,0.0008335707],"domain_scores_gemma":[0.9981834,0.0002449275,0.000151041,0.000565791,0.00003850588,0.0008163266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004845404,0.0001526752,0.9894804,0.00238922,0.00007935279,0.0003008202,0.0002982548,0.00002372505,0.0009864648,0.002387396,0.002097026,0.001320062],"study_design_scores_gemma":[0.00313134,0.0001401341,0.9821258,0.0006090771,0.0003748367,0.00002543668,0.00006458698,0.0009364639,0.0001105869,0.003547212,0.008547362,0.0003871755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844393,0.008443659,0.00003205919,0.003048661,0.0006156358,0.0009764098,0.0001862294,0.00006816808,0.002189921],"genre_scores_gemma":[0.9778185,0.01786478,0.00018551,0.0006760798,0.001372054,0.00004846391,0.0001309838,0.0000480081,0.001855573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009421118,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590959736821314,"score_gpt":0.2820310825125752,"score_spread":0.2661214851443621,"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."}}