{"id":"W3081195206","doi":"10.25318/82-003-x202000800001-eng","title":"The mental health of immigrants and refugees: Canadian evidence from a nationally linked database","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Mental health; Medicine; Database; Gerontology; Political science; Psychiatry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006125637,0.0005722839,0.0009520806,0.005228963,0.002791066,0.002332168,0.002838368,0.0008958662,0.003741418],"category_scores_gemma":[0.02526629,0.0005860706,0.001692369,0.01785482,0.001251981,0.0009788013,0.002913465,0.001412228,0.0004179167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02001387,"about_ca_system_score_gemma":0.0453961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870195,"about_ca_topic_score_gemma":0.9888394,"domain_scores_codex":[0.9942087,0.0009313925,0.0007723533,0.0008865239,0.002350997,0.0008500543],"domain_scores_gemma":[0.9665255,0.00353484,0.00803118,0.002143355,0.01689906,0.002866134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000292127,0.00005605324,0.9695798,0.00126042,0.000897452,0.0000930942,0.0008653802,0.00009709028,0.00003987314,0.0004087794,0.01442069,0.01198924],"study_design_scores_gemma":[0.00006988483,0.00002480956,0.9916625,0.001328965,0.0004827239,0.00006124219,0.001133134,0.0001403387,0.00002911589,0.00006193437,0.004973725,0.00003173248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7216654,0.04320961,0.0007702426,0.007698842,0.0003360467,0.0006649779,0.2098677,0.00006512991,0.01572207],"genre_scores_gemma":[0.9064754,0.02814425,0.001363966,0.00228961,0.0001157793,0.0003764289,0.06015454,0.00003794934,0.001042087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02001387,"threshold_uncertainty_score":0.1452115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05313192122402198,"score_gpt":0.3184565927014313,"score_spread":0.2653246714774093,"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."}}