{"id":"W1964720126","doi":"10.1007/s10903-008-9143-5","title":"Determinants of Mental Health Consultations Among Recent Chinese Immigrants in British Columbia, Canada: Implications for Mental Health Risk and Access to Services","year":2008,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Mental health; Immigration; Marital status; Public health; Medicine; Mental health service; Mental health care; Health care; Gerontology; Family medicine; Psychiatry; Nursing; Environmental health; Population; Geography","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":[0.001113208,0.0001688398,0.0008371702,0.000195497,0.000908843,0.0000547341,0.0001962955,0.00007286917,0.00001830738],"category_scores_gemma":[0.00005220496,0.0002072213,0.00006477175,0.0004065024,0.00009147591,0.0002416311,0.00003201876,0.0002598478,2.432073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310045,"about_ca_system_score_gemma":0.002425725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854618,"about_ca_topic_score_gemma":0.9995656,"domain_scores_codex":[0.9968744,0.0002789438,0.00167881,0.0003232746,0.0002412307,0.0006033214],"domain_scores_gemma":[0.9970472,0.000154656,0.001509572,0.0001689602,0.0002513568,0.0008682518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001394361,0.000294616,0.9068567,0.0004150425,0.00002629452,0.000003270111,0.02049967,6.008507e-7,0.000002212519,0.000004340434,0.01254627,0.05921153],"study_design_scores_gemma":[0.003172988,0.000850229,0.9877632,0.0002749975,0.000008112826,0.0004702964,0.004840465,0.00002013487,9.621094e-7,0.00004429159,0.002415737,0.0001386212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757066,0.01024989,0.00003500565,0.009340541,0.0004393258,0.001688441,0.002526952,0.000006557338,0.000006653759],"genre_scores_gemma":[0.9756012,0.02098438,0.0005329403,0.002598924,0.00008021664,0.00004410899,0.00008336463,0.00001540223,0.00005945333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08090645,"threshold_uncertainty_score":0.845024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913026532570998,"score_gpt":0.3391090967418119,"score_spread":0.3199788314161019,"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."}}