{"id":"W2895487395","doi":"10.1503/cmaj.180277","title":"Use of the emergency department as a first point of contact for mental health care by immigrant youth in Canada: a population-based study","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"","keywords":"Refugee; Emergency department; Medicine; Mental health; Immigration; Population; Cohort study; Poisson regression; Gerontology; Psychiatry; Environmental health; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007656596,0.00009396085,0.0002435406,0.00009362292,0.0002737052,0.000006965895,0.0001423956,0.00009164209,0.001234573],"category_scores_gemma":[0.000431712,0.00007530637,0.00007258052,0.0001883892,0.000009640794,0.0000363896,0.000004152233,0.0002155781,0.000001791847],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372116,"about_ca_system_score_gemma":0.009688597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924112,"about_ca_topic_score_gemma":0.9998792,"domain_scores_codex":[0.9976237,0.0003154088,0.0008428183,0.0001315985,0.0007060429,0.0003803979],"domain_scores_gemma":[0.9982461,0.0001051908,0.0005853702,0.0001208907,0.0002947154,0.0006476825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005436078,0.00009371996,0.9226811,0.00001411397,0.0000557261,0.000002148515,0.02062451,0.00000203372,2.363625e-7,0.00004058674,0.0554616,0.000969882],"study_design_scores_gemma":[0.001837733,0.0004379691,0.9651728,0.00004814654,0.00001878306,0.000002529041,0.02508235,0.0000442389,0.000003442471,0.000007743028,0.007274247,0.00006997139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852242,0.0002090058,0.00001497746,0.01136274,0.001191164,0.0008233541,0.001147531,0.000001849057,0.00002520233],"genre_scores_gemma":[0.9969638,0.000007414431,0.00001144099,0.002714066,0.0001366309,0.00002515536,0.0001082465,0.000009239001,0.00002397962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04818735,"threshold_uncertainty_score":0.9996784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630849478222136,"score_gpt":0.2931867709297832,"score_spread":0.2768782761475618,"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."}}