{"id":"W2935322529","doi":"10.6002/ect.2019.wkde","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"editorial","venue":"Experimental and Clinical Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Internal medicine","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":[0.00015123,0.0002517828,0.0005257121,0.00007250533,0.00004174205,0.00008210967,0.00007408411,0.0003697601,0.0001239458],"category_scores_gemma":[0.0002398994,0.0002204863,0.0001243982,0.0000502326,0.0001867244,0.0002030914,0.00004024677,0.0004263079,0.00001403092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004763733,"about_ca_system_score_gemma":0.0004797881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004012,"about_ca_topic_score_gemma":0.000007334128,"domain_scores_codex":[0.9983552,0.0000678372,0.0004952007,0.0005263797,0.0003413957,0.0002140108],"domain_scores_gemma":[0.9985505,0.000527391,0.0000830658,0.000160571,0.00002700149,0.0006514654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006792959,0.001216984,0.2139468,0.007099542,0.0002677695,0.0003624554,0.0003562549,5.727226e-7,0.0002941431,0.0001800946,0.7678898,0.00159264],"study_design_scores_gemma":[0.05807013,0.00254662,0.4045201,0.01457768,0.003429632,0.00001625769,0.0004194726,0.0007025836,0.001156277,0.001048243,0.5112275,0.00228547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.4510241,0.02436231,0.00001264138,0.001758206,0.514999,0.001886284,0.003015389,0.0001301692,0.002811947],"genre_scores_gemma":[0.5602119,0.03822548,0.00004715765,0.001437109,0.3868905,0.0001273044,0.01154893,0.00008069605,0.00143094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2566622,"threshold_uncertainty_score":0.8991171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162523034455659,"score_gpt":0.3758027424623404,"score_spread":0.3541775121177838,"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."}}