{"id":"W2915450126","doi":"10.24884/1561-6274-2019-23-2-9-17","title":"BURDEN, ACCESS, AND DISPARITIES IN KIDNEY DISEASE","year":2019,"lang":"en","type":"article","venue":"Nephrology (Saint-Petersburg)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Socioeconomic status; Ethnic group; Health equity; Psychological intervention; Race (biology); Medicine; Kidney disease; Residence; Disease; Gerontology; Environmental health; Public health; Demography; Population; Political science; Sociology; Pathology","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":[0.0002118796,0.0002556126,0.0005100695,0.0003072554,0.00004962397,0.00007239643,0.0002007062,0.0001162446,0.0008892793],"category_scores_gemma":[0.0001119659,0.0002103526,0.0001532892,0.0002001855,0.0002198969,0.0001852733,0.0003125936,0.0002272492,0.0001631387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098582,"about_ca_system_score_gemma":0.00009726844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004942231,"about_ca_topic_score_gemma":0.00002040475,"domain_scores_codex":[0.9982691,0.00009933066,0.0003375903,0.000551665,0.0002545806,0.0004877767],"domain_scores_gemma":[0.9987158,0.00006999232,0.0000827982,0.000501404,0.00004553932,0.0005844523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002080759,0.0004361685,0.9443636,0.001005747,0.0005062061,0.0008786956,0.0001760857,0.00009238745,0.001449561,0.01367175,0.02755579,0.00778323],"study_design_scores_gemma":[0.00361873,0.0002274086,0.8455579,0.0002413673,0.0004394672,0.00001163823,0.0000870631,0.00187218,0.00002321998,0.001701426,0.1459112,0.0003083213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755298,0.0009218462,0.00004126934,0.01786684,0.0003260504,0.0007106494,0.00002363803,0.00007126773,0.004508576],"genre_scores_gemma":[0.9810142,0.0003657185,0.00006779096,0.0157338,0.0002280223,0.00006693612,0.0001125342,0.00002963889,0.002381376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183554,"threshold_uncertainty_score":0.9736984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040894260979128,"score_gpt":0.255924913384966,"score_spread":0.2455159707751747,"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."}}