{"id":"W2614892464","doi":"10.1177/0004867417708612","title":"Prevalence of psychological distress: How do Australia and Canada compare?","year":2017,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa; University of Toronto; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"Australian Primary Health Care Research Institute, Australian National University; Government of Canada","keywords":"Mental health; Socioeconomic status; Distress; Demography; Medicine; Epidemiology; Population; Public health; Odds; Odds ratio; Population health; Household income; Psychiatry; Environmental health; Geography; Logistic regression; Clinical psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005985837,0.0004214284,0.001308979,0.006876342,0.002634173,0.003212982,0.00235254,0.001226608,0.001740617],"category_scores_gemma":[0.02690163,0.0004626971,0.001069833,0.01286314,0.00178592,0.002118117,0.002982426,0.001365536,0.0002526743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02886535,"about_ca_system_score_gemma":0.03197939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9791062,"about_ca_topic_score_gemma":0.9807689,"domain_scores_codex":[0.9919637,0.001209295,0.0008008955,0.001031766,0.003298585,0.001695656],"domain_scores_gemma":[0.9835818,0.001557669,0.002758943,0.0005258283,0.009665681,0.001910091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000155563,0.00004547524,0.9430017,0.0006709111,0.0006370747,0.0001347257,0.003750727,0.0002331893,0.0001144419,0.001606018,0.008915749,0.04073455],"study_design_scores_gemma":[0.000006069443,0.00002017343,0.9934977,0.0003013373,0.00008623437,0.00004598605,0.002134362,0.0001923462,0.00002618108,0.0002001469,0.003464485,0.00002499114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422212,0.078254,0.001325479,0.03441384,0.0008938056,0.000311301,0.0188787,0.0001301265,0.02357153],"genre_scores_gemma":[0.9834383,0.008521328,0.0009262887,0.002059566,0.0000972142,0.00008217278,0.003828849,0.00003120402,0.001014981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02886535,"threshold_uncertainty_score":0.2094338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769456717185548,"score_gpt":0.3843636401108793,"score_spread":0.3266690729390238,"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."}}