{"id":"W4414207409","doi":"10.1192/j.eurpsy.2025.403","title":"Barriers towards mental health service utilization among religious immigrants","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Thematic analysis; Immigration; Mental health service; Population; Distress; Demographics; Mental distress; Qualitative research","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":[0.001463409,0.0001685724,0.00019981,0.0001422841,0.0009694656,0.00009275128,0.000494534,0.00008590502,0.0001078672],"category_scores_gemma":[0.0000619546,0.0001776799,0.0001027664,0.0007907224,0.0002020677,0.0001221994,0.00005677457,0.0001924374,0.0001988785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008546479,"about_ca_system_score_gemma":0.0005595299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01707323,"about_ca_topic_score_gemma":0.02816105,"domain_scores_codex":[0.9971544,0.001239357,0.0004229614,0.0004317689,0.0002960066,0.0004555791],"domain_scores_gemma":[0.9990934,0.00001774887,0.0001591123,0.0003684335,0.0000820382,0.0002792258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004555977,0.00007055537,0.2045115,0.00005645929,0.0000436321,0.000002319043,0.05668525,0.000003196994,0.000004076561,0.01215887,0.7206822,0.005736365],"study_design_scores_gemma":[0.001191384,0.00009052825,0.4218838,0.0003223028,0.00002295825,0.000002457052,0.04023381,0.00001445357,0.000003501879,0.004979429,0.5308727,0.0003826702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4164511,0.007213308,0.0003391348,0.09630259,0.01071499,0.0005178801,0.00002768732,0.0003603006,0.468073],"genre_scores_gemma":[0.9530819,0.001428201,0.0003579136,0.04188795,0.0006485878,0.000004856532,0.00003952203,0.00003357307,0.002517506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5366308,"threshold_uncertainty_score":0.9895725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367650518533747,"score_gpt":0.3479173284090161,"score_spread":0.3242408232236786,"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."}}