{"id":"W4388264310","doi":"10.1016/j.jcjd.2023.10.133","title":"PREVALENCE ESTIMATES OF CHRONIC KIDNEY DISEASE AND ASSOCIATED COMORBIDITIES: RESULTS FROM THE CANADIAN HEALTH MEASURES SURVEY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Disease; Comorbidity; Environmental health; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001809628,0.000761562,0.0008361282,0.005135385,0.001633279,0.001045353,0.001896041,0.0006128474,0.00199884],"category_scores_gemma":[0.005296564,0.0006638913,0.001766882,0.01337835,0.0003596944,0.0006020631,0.001168654,0.001023006,0.0003556574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02449024,"about_ca_system_score_gemma":0.03169727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968075,"about_ca_topic_score_gemma":0.9972684,"domain_scores_codex":[0.997422,0.000158328,0.0002289488,0.0002208985,0.001567641,0.0004021396],"domain_scores_gemma":[0.9952866,0.0001889531,0.0005848111,0.00009596437,0.003380896,0.0004628165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008432395,0.00005445801,0.9754986,0.0002347198,0.0002478442,0.000034142,0.0003815399,0.0002336551,0.00008951626,0.0001813424,0.01451167,0.008448199],"study_design_scores_gemma":[0.000006234367,0.000004812352,0.9986544,0.00002277107,0.0000342796,0.00001434199,0.000185844,0.00009919339,0.0000139112,0.00001059015,0.0009453116,0.000008255303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963795,0.006810566,0.0007915587,0.001802108,0.0001160035,0.0003588935,0.2833323,0.000130311,0.0102789],"genre_scores_gemma":[0.9049243,0.006620525,0.001859344,0.0004507911,0.00004959204,0.000261255,0.08312526,0.00003434973,0.002674642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02449024,"threshold_uncertainty_score":0.17769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669781105709555,"score_gpt":0.3880205638390106,"score_spread":0.2210424532680551,"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."}}