{"id":"W3090211650","doi":"10.1681/asn.2020040456","title":"Secular Changes in Mortality and Hospitalization over Time in People with Kidney Failure or Severe CKD as Compared with Other Noncommunicable Diseases","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Kidney Disease Network; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Medicine; Kidney disease; Diabetes mellitus; Renal replacement therapy; Internal medicine; Cohort; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009019222,0.0002256365,0.0002889677,0.001452151,0.0006142969,0.000756302,0.0006629236,0.0004011384,0.001016445],"category_scores_gemma":[0.003278735,0.0001985542,0.0008239101,0.002682772,0.0003676127,0.0005332802,0.0006965921,0.0007292503,0.0001155207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468827,"about_ca_system_score_gemma":0.00284435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4668449,"about_ca_topic_score_gemma":0.5866864,"domain_scores_codex":[0.9991512,0.0001125129,0.00009403276,0.0001894514,0.0002137839,0.0002389749],"domain_scores_gemma":[0.9972569,0.0001803785,0.001401315,0.0001434837,0.0005822084,0.000435819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002624446,0.000004256146,0.9992519,0.00000547921,0.00003903569,0.000007930566,0.00005779223,0.00003576805,0.00002275612,0.00001422392,0.000111345,0.0004232563],"study_design_scores_gemma":[9.604353e-7,0.000008358795,0.9996831,0.000003313611,0.00001073741,0.00001790877,0.00009729427,0.00009795491,0.00001060491,0.000007079709,0.00006105236,0.000001766501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947475,0.0005545837,0.0001150809,0.0002318333,0.00001461925,0.000008258892,0.003614909,0.0000122918,0.0007009024],"genre_scores_gemma":[0.9980665,0.0001215705,0.00006962444,0.00002975338,0.000007576876,0.000004981473,0.001534424,0.000001582338,0.0001639671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4668449,"threshold_uncertainty_score":0.928255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151468762609961,"score_gpt":0.2621935653233132,"score_spread":0.2506788776972136,"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."}}