{"id":"W158016000","doi":"10.1177/070674371305800908","title":"The Burden of Mental Illness and Addiction in Ontario","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McMaster University; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Disease burden; Psychiatry; Mental health; Addiction; Bipolar disorder; Burden of disease; Psychological intervention; Medicine; Years of potential life lost; Public health; Mental illness; Depression (economics); Disease; Alcohol use disorder; Gerontology; Environmental health; Population; Life expectancy; Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005637283,0.0002266203,0.0002613156,0.001594415,0.002384592,0.001305892,0.0006402978,0.0002490052,0.004404416],"category_scores_gemma":[0.002538973,0.0002421407,0.0005805635,0.00337364,0.0007458581,0.0004098733,0.001676099,0.0004425111,0.0001855418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04197848,"about_ca_system_score_gemma":0.05931705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883474,"about_ca_topic_score_gemma":0.9937719,"domain_scores_codex":[0.9988433,0.0001111719,0.00006340053,0.00006667539,0.0006004071,0.0003151399],"domain_scores_gemma":[0.997905,0.0001052712,0.0005205666,0.00005392418,0.0007437898,0.0006714439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245233,0.0000506261,0.8965785,0.0006786112,0.000287378,0.0006476783,0.004937416,0.0005309015,0.000565928,0.002619999,0.02920609,0.06377239],"study_design_scores_gemma":[0.00001503995,0.00002113206,0.9836479,0.0001887337,0.00004557465,0.0001252126,0.001357183,0.0001790564,0.00002744426,0.0001932741,0.01418681,0.00001270688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670315,0.01414016,0.0006011307,0.02214093,0.0002647666,0.0003600246,0.02874729,0.00007652707,0.06663752],"genre_scores_gemma":[0.9831614,0.007789913,0.0004829907,0.0007096423,0.00006017555,0.00007459721,0.003028787,0.00001317513,0.00467944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580215,"threshold_uncertainty_score":0.3045766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014161800208457,"score_gpt":0.2761010705802074,"score_spread":0.2619392703717504,"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."}}