{"id":"W4410415288","doi":"10.1177/07067437251337644","title":"Feasibility and Acceptability of Online Culturally Adapted Cognitive Behavioural Therapy for Depression and Anxiety in Canadians of South Asian Origin: A Randomized Controlled Trial: Faisabilité et acceptabilité de la thérapie cognitivo-comportementale en ligne adaptée à la culture pour traiter la dépression et l’anxiété chez les Canadiens d’origine sud-asiatique : Essai contrôlé à répartition aléatoire","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Centre for Addiction and Mental Health; Mental Health Commission of Canada; University of Ottawa; Queensway-Carleton Hospital; University of Toronto","funders":"Health Canada","keywords":"Anxiety; Randomized controlled trial; Medicine; Physical therapy; Depression (economics); Cognitive therapy; Hospital Anxiety and Depression Scale; Clinical psychology; Psychiatry; Psychology; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002207328,0.001123011,0.001660364,0.0003854785,0.001458186,0.0008171239,0.001110207,0.001249753,0.007273805],"category_scores_gemma":[0.003958503,0.0005332406,0.001568625,0.0006843781,0.00129886,0.0004538277,0.0005035686,0.001433992,0.0003310068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006975535,"about_ca_system_score_gemma":0.01645058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2273369,"about_ca_topic_score_gemma":0.3739133,"domain_scores_codex":[0.9984592,0.0006162478,0.0001420682,0.0002240683,0.0002727055,0.0002856393],"domain_scores_gemma":[0.9979801,0.0004578876,0.0003662772,0.000112542,0.0003321008,0.0007510884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8872249,0.03517701,0.005900077,0.002743376,0.002231651,0.00008348881,0.001147265,0.000429113,0.002375171,0.000177339,0.001282081,0.06122848],"study_design_scores_gemma":[0.8721758,0.09428371,0.02878455,0.000213597,0.001564374,0.00002340535,0.0004635669,0.0005259288,0.0005178113,0.00009724673,0.001301691,0.00004838397],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843651,0.001481073,0.0002141603,0.000322066,0.0001846827,0.01136568,0.0005068572,0.0000293538,0.001530954],"genre_scores_gemma":[0.9819782,0.001738764,0.001914976,0.0004224805,0.0001672859,0.01184873,0.0003609215,0.000007947748,0.001560629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7726631,"threshold_uncertainty_score":0.4520273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122687333803327,"score_gpt":0.3556831270111663,"score_spread":0.334456253673133,"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."}}