{"id":"W4416889369","doi":"10.1016/j.apnu.2025.152026","title":"Effects of negative psychosocial experiences and sociodemographic factors on mental health literacy: A community-based inquiry among Black Canadians","year":2025,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Toronto Metropolitan University; University of Toronto","funders":"Toronto Metropolitan University","keywords":"Psychosocial; Mental health; Mental health literacy; Association (psychology); Social support; African descent; Mental illness; Health literacy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001352081,0.0002254728,0.0004065132,0.0005520754,0.0006506484,0.00001699777,0.0002408346,0.00007116001,0.00001624455],"category_scores_gemma":[0.000008816495,0.0002086759,0.0001315222,0.0005313562,0.001184199,0.00007904665,0.00001692067,0.0003173288,5.439927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005705741,"about_ca_system_score_gemma":0.00009415769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008099192,"about_ca_topic_score_gemma":0.0005221873,"domain_scores_codex":[0.997952,0.0007947146,0.0004453083,0.0002772946,0.000149105,0.0003815057],"domain_scores_gemma":[0.998235,0.001007176,0.0003553585,0.0002342674,0.0000125855,0.0001556476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008238456,0.002170601,0.2039279,0.0009715618,0.0001758712,0.000001157292,0.666492,0.000001819519,0.0000292524,0.00327055,0.002398649,0.1197367],"study_design_scores_gemma":[0.004068759,0.00174462,0.8989543,0.0017684,0.00006954994,4.303949e-7,0.08475938,0.00008260993,0.0003680142,0.00788391,0.00006861093,0.000231376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894267,0.001178668,0.0002468461,0.001393754,0.00147556,0.0008663047,0.00003764527,0.00002405504,0.005350502],"genre_scores_gemma":[0.9983442,0.00005185483,0.0008841028,0.0004975285,0.00004846787,0.00006083385,0.00003440975,0.00001471911,0.00006387743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6950264,"threshold_uncertainty_score":0.9985059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717713733642747,"score_gpt":0.3699300952718258,"score_spread":0.3527529579353983,"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."}}