{"id":"W2917601338","doi":"10.1093/ndt/gfy371","title":"Burden, access and disparities in kidney disease","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Kidney; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177249,0.00008980506,0.0003752928,0.001164085,0.0008707984,0.001109379,0.0004093922,0.0005764944,0.005029015],"category_scores_gemma":[0.007869168,0.0001043573,0.0004206436,0.001876675,0.0006133383,0.001353636,0.002185581,0.0009074221,0.0002000695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153402,"about_ca_system_score_gemma":0.001750949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02258893,"about_ca_topic_score_gemma":0.02784326,"domain_scores_codex":[0.9980939,0.0007270207,0.000167419,0.0001874961,0.0003691304,0.0004550293],"domain_scores_gemma":[0.9977495,0.0007402014,0.0006038952,0.0001051354,0.0002247423,0.0005764732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114854,0.0001856996,0.8589672,0.0004287837,0.000314688,0.0002666271,0.003218366,0.0005131103,0.0002100262,0.03625264,0.01686619,0.08266522],"study_design_scores_gemma":[0.00002099299,0.00006861079,0.9378987,0.0008807973,0.0001268347,0.0004402213,0.003302333,0.0007310323,0.0001164084,0.02832526,0.02805751,0.00003132755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8202999,0.04017536,0.001659116,0.09475181,0.000591731,0.00008019626,0.003806419,0.00003040906,0.03860511],"genre_scores_gemma":[0.9884593,0.007702148,0.0003512604,0.002127943,0.0002666473,0.00002493288,0.0005214735,0.000007258021,0.0005390625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258893,"threshold_uncertainty_score":0.0449149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357673025171297,"score_gpt":0.2787209407284502,"score_spread":0.2651442104767373,"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."}}