{"id":"W2017866540","doi":"10.1186/1471-244x-12-183","title":"Prevalence of psychological distress and mental disorders, and use of mental health services in the epidemiological catchment area of Montreal South-West","year":2012,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Neighbourhood (mathematics); Marital status; Psychological intervention; Psychiatry; Catchment area; Population; Epidemiology; Psychology; Medicine; Environmental health; Gerontology; Geography","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":[0.0005701801,0.0003176538,0.0002302952,0.002071903,0.001725563,0.001048391,0.0009407197,0.000375091,0.001870891],"category_scores_gemma":[0.002026961,0.0002901434,0.0004492594,0.002535481,0.0007580807,0.0004076349,0.001116171,0.0004060434,0.0001419268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016365,"about_ca_system_score_gemma":0.007120468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685929,"about_ca_topic_score_gemma":0.9754356,"domain_scores_codex":[0.9993104,0.00008426584,0.00003665236,0.0001075932,0.0002287162,0.0002323359],"domain_scores_gemma":[0.9987729,0.00007002465,0.0003592014,0.00003683999,0.0003856961,0.0003753814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003579155,0.00002466329,0.9965392,0.00002816524,0.00003951288,0.00009679516,0.0007106363,0.00005986294,0.0002097296,0.00003007929,0.0004391591,0.001786367],"study_design_scores_gemma":[0.000002650825,0.00001770912,0.9990615,0.000007972169,0.000008531251,0.00004680876,0.0005756221,0.00005084199,0.00002093923,0.000004421415,0.0001987469,0.000004259185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967049,0.0002919786,0.00005462892,0.0001442788,0.000005502045,0.00008356292,0.001913537,0.000009587387,0.0007920196],"genre_scores_gemma":[0.9987215,0.0001612873,0.0001033908,0.00003169515,0.000004462358,0.00003576083,0.0006132595,0.000001786105,0.0003269239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03140712,"threshold_uncertainty_score":0.07374281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151668353984713,"score_gpt":0.3762777653006645,"score_spread":0.3247610817608174,"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."}}