{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185699,0.0001339882,0.0001782468,0.0003104419,0.0002382453,0.0001462601,0.0002936989,0.00004319569,0.0005934009],"category_scores_gemma":[0.001163114,0.0001219411,0.0001704537,0.00004241929,0.00005412152,0.0001356397,0.00006972116,0.00008730961,0.0000476572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006327443,"about_ca_system_score_gemma":0.001734016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05581071,"about_ca_topic_score_gemma":0.04955171,"domain_scores_codex":[0.998911,0.00001449379,0.0001783692,0.0002879227,0.0002697045,0.0003385078],"domain_scores_gemma":[0.9979808,0.00003115597,0.00009872662,0.0003152827,0.00008386767,0.001490177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006703934,0.0004391658,0.7906249,0.0003750598,0.001283073,0.0003462237,0.001910566,0.0000667203,0.00015526,0.003455302,0.1423601,0.05831333],"study_design_scores_gemma":[0.002736156,0.00006121547,0.6539137,0.000449884,0.0001688385,0.000001565754,0.00004293623,0.005421246,0.00009748353,0.0001977932,0.3367522,0.0001570003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5727544,0.0008674325,0.007891774,0.2847902,0.006373254,0.02194804,0.0136176,0.000189097,0.09156816],"genre_scores_gemma":[0.9878661,0.00004655712,0.0002651814,0.006533001,0.0005715016,0.0007254123,0.001017841,0.00002086964,0.002953531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151117,"threshold_uncertainty_score":0.9677915,"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."}}