{"id":"W4410968198","doi":"10.1017/gmh.2025.10018","title":"Adapting the comprehensive assessment of acceptance and commitment therapy processes (CompACT) questionnaire for contextual relevance in Uganda: A comprehensive approach","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Global Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"CLARITY; Psychology; Applied psychology; Flexibility (engineering); Relevance (law); Mindfulness; Triangulation; Cognitive interview; Focus group; Acceptance and commitment therapy; Cognition; Clinical psychology; Intervention (counseling)","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":[0.01745789,0.0004765661,0.0008126008,0.002610021,0.000942128,0.001611911,0.000915825,0.0006431686,0.002220675],"category_scores_gemma":[0.033437,0.0006068225,0.0007754486,0.002178958,0.0009310206,0.001821265,0.003610237,0.001426817,0.0003256708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213164,"about_ca_system_score_gemma":0.003044397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005616,"about_ca_topic_score_gemma":0.002493032,"domain_scores_codex":[0.9908214,0.005821828,0.001445154,0.0002572913,0.001326539,0.0003278092],"domain_scores_gemma":[0.9844092,0.008009915,0.002183431,0.001282368,0.003516793,0.000598439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000431278,0.001275306,0.1915096,0.003582481,0.0001912281,0.001174023,0.06842241,0.002425991,0.006645143,0.002876677,0.01014031,0.7113256],"study_design_scores_gemma":[0.0003288364,0.00449616,0.7943268,0.007683806,0.000300233,0.00324476,0.08190803,0.01001816,0.006370687,0.008046349,0.08282851,0.0004476147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679776,0.0009878475,0.01818397,0.001022518,0.0001039358,0.006700554,0.0008853829,0.000135901,0.004002219],"genre_scores_gemma":[0.896971,0.001288782,0.08374413,0.0002973206,0.00004389207,0.01591262,0.0007559618,0.00003694359,0.0009494273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01745789,"threshold_uncertainty_score":0.09232724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449000721122435,"score_gpt":0.4051960273007819,"score_spread":0.3507060200895575,"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."}}