{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314406,0.000129538,0.0001527963,0.0004929415,0.002744288,0.001555349,0.0006053146,0.0004479787,0.003183644],"category_scores_gemma":[0.004739771,0.0001031468,0.0001731057,0.000495728,0.001597227,0.0005013159,0.002198006,0.0004657595,0.00008874314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834923,"about_ca_system_score_gemma":0.006769632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1440415,"about_ca_topic_score_gemma":0.1775564,"domain_scores_codex":[0.9991149,0.0002977749,0.0000541926,0.00004596438,0.0001488315,0.0003382555],"domain_scores_gemma":[0.9976,0.0009331959,0.0005600692,0.00006692843,0.0003345854,0.0005052036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006785384,0.000122933,0.4308948,0.0006052005,0.00003729391,0.001734434,0.5234067,0.0001535704,0.002286959,0.002459147,0.001383183,0.03684796],"study_design_scores_gemma":[0.000004973049,0.00008209566,0.2184299,0.0005295606,0.0000138795,0.000527564,0.772435,0.0001928861,0.000226475,0.0003899309,0.007149041,0.00001875496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965559,0.0002677346,0.0000554525,0.0006205933,0.000007207138,0.00002979202,0.0000367803,0.000002560293,0.002423979],"genre_scores_gemma":[0.9991855,0.0002845991,0.00008917672,0.0001413837,0.000002836769,0.00001479886,0.0000193902,8.036454e-7,0.0002615835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440415,"threshold_uncertainty_score":0.2864062,"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."}}