{"id":"W2924741655","doi":"10.1111/imj.14216","title":"Burden, access and disparities in kidney disease","year":2019,"lang":"en","type":"editorial","venue":"Internal Medicine Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Nephrology; Health care; Global health; Renal replacement therapy; Public health; Intensive care medicine; Disease; Equity (law); Workforce; Disease burden; Kidney disorder; Kidney; Economic growth; Internal medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008063914,0.0004695171,0.001213842,0.0009507604,0.0000583607,0.0002495988,0.0005102774,0.0002759768,0.001535719],"category_scores_gemma":[0.003972919,0.0003046797,0.0002605278,0.0001796101,0.0002371603,0.0002323047,0.0003654801,0.00206868,0.0000353435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946936,"about_ca_system_score_gemma":0.0007216827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006826827,"about_ca_topic_score_gemma":0.00002046156,"domain_scores_codex":[0.9961393,0.0001259996,0.0009623115,0.0004805379,0.001838651,0.0004531606],"domain_scores_gemma":[0.9969361,0.0003553987,0.0004742307,0.0003693635,0.0003331604,0.001531691],"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":[0.001268634,0.0001152331,0.009196328,0.001581021,0.0004407433,0.001989232,0.0001003785,0.000006456589,0.000009136606,0.00002680064,0.9829757,0.002290316],"study_design_scores_gemma":[0.005301372,0.0004445539,0.01537671,0.02268707,0.001355419,0.0000838775,0.00006703618,0.0001586529,0.000001034506,0.0005591881,0.953665,0.0003000757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002371648,0.007434981,0.0001481286,0.01683053,0.9569206,0.0005369547,0.0001029943,0.00002975033,0.01562443],"genre_scores_gemma":[0.01220335,0.01027316,0.00001755885,0.001343152,0.943778,0.00001899441,0.0002218026,0.00007815526,0.03206588],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02931071,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261584347508688,"score_gpt":0.3228125388096464,"score_spread":0.3101966953345595,"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."}}