{"id":"W4391839343","doi":"10.17269/s41997-024-00851-3","title":"Health trends in Canada 1990–2019: An analysis for the Global Burden of Disease Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; McGill University Health Centre; McGill University; University of Ottawa; BC Centre for Disease Control; St. Michael's Hospital; University of Waterloo; McMaster University; Université de Montréal; University of New Brunswick; University of Saskatchewan; Centre for Global Health Research; Western University; University of Toronto; Dalhousie University; Research Canada; York University; University of British Columbia","funders":"Mathison Centre for Mental Health Research and Education; Multiple Sclerosis Society; Canadian Institutes of Health Research; China Scholarship Council; Sunnybrook Research Institute; Fonds de Recherche du Québec - Santé; Multiple Sclerosis Society of Canada; McGill University; Fondation de la recherche en santé du Nouveau-Brunswick; Bill and Melinda Gates Foundation","keywords":"Medicine; Life expectancy; Years of potential life lost; Population; Environmental health; Public health; Disease burden; Disease; Gerontology; Kidney disease; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01096663,0.0001353255,0.0006338179,0.001047551,0.0007288154,0.00003841638,0.0004176623,0.00006038473,0.0003294899],"category_scores_gemma":[0.0007794611,0.00009454264,0.0001203011,0.002178838,0.00004346303,0.0002642799,0.0000135016,0.0007142044,0.000002265276],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008616447,"about_ca_system_score_gemma":0.1985345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955701,"about_ca_topic_score_gemma":0.999532,"domain_scores_codex":[0.9949933,0.00118633,0.00199275,0.000165753,0.0005374882,0.001124395],"domain_scores_gemma":[0.9929507,0.0005653491,0.0007258251,0.0003146346,0.0003241665,0.005119279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004133844,0.00004253647,0.637861,0.0009184274,0.0002479475,0.00002255128,0.02059496,0.001010817,5.083294e-9,0.003889289,0.07029161,0.2650795],"study_design_scores_gemma":[0.0007131721,0.0005275037,0.7948044,0.0002662194,0.00006474533,0.000002508895,0.02865727,0.01607466,2.580193e-9,0.0001108068,0.1586869,0.00009179633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3514914,0.009333925,0.006942462,0.624252,0.003889742,0.001813133,0.001910926,0.00002228126,0.0003441238],"genre_scores_gemma":[0.9931589,0.0001113965,0.00006750011,0.00595706,0.0004569346,0.00002714547,0.00007829994,0.00001128985,0.0001314823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6416675,"threshold_uncertainty_score":0.9951893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2352625991894201,"score_gpt":0.4749545894282222,"score_spread":0.2396919902388021,"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."}}