{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008485843,0.00007895991,0.0002263495,0.001267602,0.0005927012,0.000997532,0.00025104,0.0003040867,0.004802753],"category_scores_gemma":[0.00440284,0.00007884525,0.0001797546,0.001561247,0.0004441174,0.0009964757,0.001456384,0.0005707034,0.0001836254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008108995,"about_ca_system_score_gemma":0.0008583533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370688,"about_ca_topic_score_gemma":0.02161622,"domain_scores_codex":[0.9992411,0.0002823747,0.00005966689,0.00008711878,0.0001817726,0.0001479195],"domain_scores_gemma":[0.9988844,0.0003017258,0.0003126418,0.00004976352,0.0001130656,0.0003382733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186548,0.000141317,0.8982723,0.0001991075,0.000156722,0.0001935706,0.001417206,0.0004349479,0.0002466211,0.01780602,0.00740179,0.07361171],"study_design_scores_gemma":[0.00001302829,0.00004661517,0.9716457,0.0002585666,0.00005995184,0.000337581,0.001703527,0.0005806832,0.00006751929,0.01270407,0.01257084,0.00001192075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319307,0.01641399,0.0006198066,0.02519507,0.0001809935,0.00002259246,0.001350387,0.0000152878,0.02427138],"genre_scores_gemma":[0.9944148,0.004177243,0.0001584893,0.0004125934,0.0001439213,0.000006982206,0.0002184157,0.000002903602,0.0004647326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370688,"threshold_uncertainty_score":0.02725422,"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."}}