{"id":"W4220880690","doi":"10.7870/cjcmh-2022-003","title":"Mental Health Service Utilization and Psychological Help-Seeking Preferences Among Canadian Muslims","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Psychological distress; Help-seeking; Mental health service; Psychology; Service (business); Sample (material); Clinical psychology; Psychiatry; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005356235,0.0002946845,0.0002928514,0.001126133,0.004884474,0.001167387,0.000840472,0.0004446706,0.003585645],"category_scores_gemma":[0.00166386,0.000274838,0.0004729777,0.002494983,0.001175161,0.0003735742,0.0009532551,0.0007911756,0.0002825907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663839,"about_ca_system_score_gemma":0.01600173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901803,"about_ca_topic_score_gemma":0.9959934,"domain_scores_codex":[0.9995356,0.0000368958,0.00002293984,0.00004137042,0.0001416378,0.0002215539],"domain_scores_gemma":[0.9989055,0.00008742529,0.0002253388,0.00003410455,0.0003595127,0.0003881289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009151025,0.00009896043,0.9822105,0.00005052727,0.00002796404,0.0001411249,0.008708564,0.00004671213,0.0002587022,0.0001793063,0.001094414,0.00709172],"study_design_scores_gemma":[0.00001004968,0.00004021859,0.9755663,0.0000771495,0.00001923035,0.000114448,0.02278587,0.0001576745,0.00006570167,0.00004982704,0.001091255,0.00002222283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976521,0.0001785354,0.0000151177,0.0002582742,0.000005055128,0.00001803029,0.0005386496,0.000001587254,0.001332634],"genre_scores_gemma":[0.9986541,0.0003112001,0.00007252258,0.0001251967,0.000003232832,0.000008200859,0.0003083243,0.000001600485,0.0005156334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663839,"threshold_uncertainty_score":0.1207206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948455441412995,"score_gpt":0.4221198132342282,"score_spread":0.2272742690929287,"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."}}