{"id":"W4404587502","doi":"10.1108/978-1-80382-441-320241005","title":"Perceptions and Beliefs About Mental Illness in Black Communities and How They Influence Help-seeking and Coping","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coping (psychology); Perception; Mental illness; Psychology; Help-seeking; Clinical psychology; Mental health; Social psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005338279,0.0001215499,0.0001266219,0.0002286856,0.0009271606,0.001161375,0.0002050884,0.000281231,0.005584182],"category_scores_gemma":[0.001048685,0.0001190322,0.0001357947,0.0002942235,0.0005620171,0.0004936318,0.0004436185,0.0008717871,0.0002244161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000882268,"about_ca_system_score_gemma":0.001036199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899249,"about_ca_topic_score_gemma":0.08911648,"domain_scores_codex":[0.9998466,0.00007596868,0.000001980266,0.000007534489,0.00003004681,0.00003786092],"domain_scores_gemma":[0.999605,0.0001799858,0.00006604439,0.000003819344,0.00002147225,0.0001237677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002020102,0.001360205,0.6417688,0.0002204024,0.00007436997,0.0005067325,0.1407562,0.0002866264,0.001414608,0.01837923,0.01270239,0.1823284],"study_design_scores_gemma":[0.000008156633,0.0001172189,0.9031271,0.0002321052,0.0000291624,0.0001626306,0.08344801,0.0002508,0.0001078495,0.003644009,0.008861138,0.00001179057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486048,0.00429608,0.0001794835,0.005686843,0.00007097238,0.00001585441,0.00008838392,0.000002920779,0.04105463],"genre_scores_gemma":[0.9780425,0.003764073,0.0002383762,0.0005714167,0.00003548276,0.00002401848,0.00004776873,0.000003475423,0.01727295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899249,"threshold_uncertainty_score":0.05764753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812769095786019,"score_gpt":0.3387134583181029,"score_spread":0.3005857673602427,"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."}}