{"id":"W2551517919","doi":"10.1177/0706743716677724","title":"Mental Health Status, Health Care Utilisation, and Service Satisfaction among Immigrants in Montreal: An Epidemiological Comparison","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Epidemiology; Immigration; Mental health; Gerontology; Mental health service; Medicine; Psychology; Psychiatry; Environmental health; Geography","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":[0.00130491,0.0001525634,0.000377917,0.0002233694,0.0004582025,0.00002421344,0.0001476079,0.0001127326,0.0002001107],"category_scores_gemma":[0.00003124564,0.00009330567,0.00004534881,0.0001870714,0.0000980239,0.0001780407,0.000004245324,0.000332766,0.000009662278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004628815,"about_ca_system_score_gemma":0.002073655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8047706,"about_ca_topic_score_gemma":0.9987332,"domain_scores_codex":[0.997152,0.00098986,0.0009073837,0.0002032125,0.0001440385,0.0006035281],"domain_scores_gemma":[0.9977511,0.00008781408,0.0006661987,0.0002246428,0.000096488,0.001173764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009585235,0.00002236278,0.9183362,0.00002326384,0.00001711252,9.979044e-7,0.0329929,0.000005889845,2.923472e-7,0.002092903,0.01642336,0.02998886],"study_design_scores_gemma":[0.001238075,0.0004662936,0.9739227,0.000110522,0.000005536216,0.00004407556,0.02045584,0.00001460912,1.083222e-7,0.002160086,0.001495636,0.00008647202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930956,0.008562546,0.00005442624,0.09642149,0.001337578,0.0003156665,0.0001040945,0.000007612156,0.0001010389],"genre_scores_gemma":[0.9923552,0.0002230593,0.0004176021,0.006701357,0.0002475774,0.000005160574,0.00001890753,0.00001366283,0.00001744359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939626,"threshold_uncertainty_score":0.3804895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065729220396376,"score_gpt":0.3401984315211506,"score_spread":0.3095411393171869,"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."}}