{"id":"W2980570725","doi":"10.1177/0706743719878987","title":"Prevalence of Mental Disorders and Suicidality in Canadian Provinces","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Alberta Health; Alberta Health Services; Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health; University of Alberta; Université de Montréal; University of Calgary; Alliance for Canadian Health Outcomes Research in Diabetes; Douglas Mental Health University Institute; South Health Campus; Manitoba Health; University of Manitoba","funders":"","keywords":"Mental health; Prevalence of mental disorders; Major depressive disorder; Suicidal ideation; Psychiatry; Alcohol use disorder; Medicine; National Comorbidity Survey; Generalized anxiety disorder; Prevalence; Depression (economics); Bipolar disorder; Logistic regression; Mood disorders; Anxiety; Demography; Suicide prevention; Poison control; Environmental health; Mood; Population; Alcohol","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":[0.0007265176,0.0003352111,0.000347315,0.002677192,0.002730944,0.001022376,0.001087561,0.0002636935,0.002779229],"category_scores_gemma":[0.002902573,0.0003306958,0.0008172079,0.004305422,0.0006578458,0.0002321866,0.0008900432,0.0003545255,0.0001638547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02620279,"about_ca_system_score_gemma":0.04298475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967603,"about_ca_topic_score_gemma":0.9976798,"domain_scores_codex":[0.9988985,0.0000744695,0.00007910592,0.0001289368,0.0004523315,0.0003665884],"domain_scores_gemma":[0.9977686,0.0001085072,0.0004353458,0.00006229922,0.001256184,0.0003690211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006464095,0.00001174798,0.9885858,0.0001065115,0.00008996523,0.000107043,0.0006306327,0.0002161004,0.0001658592,0.0001777919,0.001636956,0.00820709],"study_design_scores_gemma":[0.000006587453,0.00001334746,0.9968311,0.00008156469,0.00003412762,0.0001447044,0.001265141,0.0002137367,0.00007084652,0.00002982899,0.00129566,0.00001333108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796953,0.002800584,0.0002322769,0.0007393527,0.00003102325,0.00006535993,0.009457502,0.00004048433,0.006938065],"genre_scores_gemma":[0.9966083,0.0009604988,0.0002832695,0.0000714914,0.000004836914,0.00001449975,0.001333251,0.000004816927,0.0007190007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620279,"threshold_uncertainty_score":0.1901154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147655924508698,"score_gpt":0.2685067878422314,"score_spread":0.2570302285971444,"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."}}