{"id":"W2133903414","doi":"","title":"Use of mental health care for nonpsychotic conditions by immigrants in different admission classes and by refugees in Ontario, Canada.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Mental health; Refugee; Immigration; Odds ratio; Logistic regression; Population; Emergency department; Confidence interval; Health care; Family medicine; Demography; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001151195,0.0001077501,0.0002392339,0.0000826061,0.00006402747,0.000008477656,0.00005182522,0.00006217034,0.0000480096],"category_scores_gemma":[0.00003068056,0.00009600001,0.00001738446,0.00006465737,0.00002106687,0.00004843951,0.000005800246,0.0001061532,2.199308e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199297,"about_ca_system_score_gemma":0.0001618515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9443099,"about_ca_topic_score_gemma":0.9991356,"domain_scores_codex":[0.9988495,0.000104394,0.0003492065,0.0002270161,0.0001031404,0.0003668011],"domain_scores_gemma":[0.9993867,0.0001257764,0.0001064389,0.0001319915,0.00002006939,0.0002290251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003310876,0.0003383019,0.6342605,0.0001618222,0.00001865512,4.950322e-7,0.007689517,6.379989e-7,0.0000304419,0.0002489176,0.3427401,0.01417947],"study_design_scores_gemma":[0.001531105,0.000063732,0.9260601,0.00002473734,0.000003453407,0.0000010093,0.0005736357,0.000005360813,0.00004799807,0.0000277506,0.0715849,0.00007622348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953732,0.0006440531,0.00001021587,0.001841885,0.0002644107,0.001234446,0.000560381,0.000006295934,0.00006506571],"genre_scores_gemma":[0.9970144,0.00002050094,0.0000165902,0.0007583481,0.00001147837,0.0008496352,0.0006477216,0.0000100637,0.0006712803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2917996,"threshold_uncertainty_score":0.3914767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216151957486069,"score_gpt":0.2915277023665495,"score_spread":0.2699125066179425,"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."}}