{"id":"W2974849922","doi":"10.1017/s1754470x1900028x","title":"Cultural adaptation of cognitive behavioural therapy (CBT) for patients with depression and anxiety in Saudi Arabia and Bahrain: a qualitative study exploring views of patients, carers, and mental health professionals","year":2019,"lang":"en","type":"article","venue":"The Cognitive Behaviour Therapist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Queen's University","funders":"","keywords":"Thematic analysis; Psychology; Anxiety; Context (archaeology); Mental health; Clinical psychology; Qualitative research; Psychotherapist; Cognition; Depression (economics); Cognitive behavioral therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005029365,0.0002588147,0.0004501033,0.00008941985,0.0002319128,0.0000158085,0.00006818152,0.00005288576,0.00002945654],"category_scores_gemma":[0.00001280502,0.0001571518,0.00003646025,0.000122711,0.0001948101,0.0002649614,0.00004827192,0.0001409237,4.971255e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000490493,"about_ca_system_score_gemma":0.00002077717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051663,"about_ca_topic_score_gemma":0.0003733166,"domain_scores_codex":[0.9977979,0.00079802,0.0004650783,0.0004229971,0.0002587376,0.0002572584],"domain_scores_gemma":[0.9986069,0.0004291206,0.0005142146,0.00009901723,0.0002772241,0.00007352828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003957703,0.001810648,0.7080047,0.00004922269,0.00007028235,2.199124e-7,0.2467085,1.735411e-8,0.000009028216,0.000008386895,0.000005062214,0.03937623],"study_design_scores_gemma":[0.01323745,0.003352549,0.7083986,0.0005131761,0.00003606386,4.44786e-7,0.2742371,0.000001905837,0.00008283982,0.00001276175,0.000001359996,0.0001256944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895244,0.001691573,0.000005585832,0.0000667325,0.0001085077,0.007747862,0.000831464,0.00000825121,0.0000156369],"genre_scores_gemma":[0.9981071,0.000247921,0.0000311033,0.00009448871,0.000007435759,0.0009661267,0.0004774205,0.00002645271,0.00004195323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03925054,"threshold_uncertainty_score":0.6408463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236795145189661,"score_gpt":0.421549758345445,"score_spread":0.2978702438264789,"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."}}