{"id":"W2606588138","doi":"10.1016/j.kint.2017.02.022","title":"Screening for chronic kidney disease in Canadian indigenous peoples is cost-effective","year":2017,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; University of Calgary; University of Manitoba; Children's Hospital Research Institute of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Kidney disease; Population; Renal function; Quality-adjusted life year; Cost effectiveness; Indigenous; Demography; Intensive care medicine; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235557,0.0004366823,0.000496402,0.001653463,0.002288473,0.001838302,0.00141915,0.0007779358,0.009175937],"category_scores_gemma":[0.009732225,0.0002289105,0.001140202,0.002943627,0.000734784,0.0008303333,0.001269515,0.001099713,0.0003352715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01984476,"about_ca_system_score_gemma":0.07006089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810773,"about_ca_topic_score_gemma":0.9917983,"domain_scores_codex":[0.9977171,0.0003153904,0.0001275683,0.000100449,0.00111907,0.0006203771],"domain_scores_gemma":[0.9952615,0.000585284,0.000607539,0.00009352985,0.0019785,0.001473656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000427768,0.001028082,0.5959255,0.001756608,0.0005249645,0.0009947616,0.002205309,0.001061044,0.0005393272,0.002205278,0.05925306,0.3340783],"study_design_scores_gemma":[0.0001039652,0.0001608404,0.9728056,0.001226041,0.0004936002,0.0003991738,0.003212005,0.0009568955,0.0001073826,0.0007624486,0.01970322,0.00006886793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7338728,0.03278331,0.001592461,0.08179863,0.001471075,0.001057445,0.0111456,0.0003033577,0.1359754],"genre_scores_gemma":[0.9744202,0.01159211,0.002404506,0.00439105,0.0003260076,0.00007617795,0.001565464,0.00002043259,0.005203952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984476,"threshold_uncertainty_score":0.1439845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817320717707824,"score_gpt":0.3116866391777638,"score_spread":0.2935134320006856,"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."}}