{"id":"W2126788177","doi":"10.1111/j.1758-5872.2011.00136.x","title":"Pilot study of the prevalence of alcohol, substance use and mental disorders in a cohort of <scp>I</scp>raqi, <scp>A</scp>fghani, and <scp>I</scp>ranian refugees in <scp>V</scp>ancouver","year":2011,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Surrey Memorial Hospital; University of British Columbia","funders":"","keywords":"Mental health; Depression (economics); Cohort; Medicine; Psychiatry; Patient Health Questionnaire; Substance use; Refugee; Cohort study; Internal medicine; Depressive symptoms; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001621783,0.0009262363,0.001376101,0.0007833257,0.0002735409,0.00005521967,0.001029314,0.0004511578,0.00002921856],"category_scores_gemma":[0.001153468,0.0008368067,0.0002131102,0.001682302,0.0008444767,0.0006800466,0.0001868288,0.001045797,0.00001846721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023414,"about_ca_system_score_gemma":0.0002922797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527737,"about_ca_topic_score_gemma":0.05181382,"domain_scores_codex":[0.9925722,0.001016772,0.002322485,0.001686119,0.0009934731,0.001408949],"domain_scores_gemma":[0.9935126,0.002430733,0.001526792,0.001854145,0.0002261617,0.0004496214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009042292,0.004858054,0.8887908,0.0008497531,0.0002750678,0.000007230932,0.08703513,0.000004583147,0.0003256014,0.001061856,0.0165297,0.0001717908],"study_design_scores_gemma":[0.005583665,0.002408373,0.874297,0.0004243093,0.0001835615,0.00003397626,0.1132394,0.00002278642,0.0002651917,0.001355917,0.002081885,0.0001039044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699139,0.007795427,0.000017598,0.0000511245,0.002544175,0.003841235,0.0003744712,0.00008289419,0.0153792],"genre_scores_gemma":[0.9937432,0.001524122,0.0004358751,0.0001148186,0.0001135958,0.000337003,0.00002493769,0.0001377793,0.003568617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04928608,"threshold_uncertainty_score":0.9994082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282046500463228,"score_gpt":0.2730426505239985,"score_spread":0.2502221855193662,"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."}}