{"id":"W2206794503","doi":"10.1016/j.ajp.2015.10.008","title":"Increasing access to Cognitive Behaviour Therapy in Low and Middle Income Countries: A strategic framework","year":2015,"lang":"en","type":"article","venue":"Asian Journal of Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Panic disorder; Intervention (counseling); Front line; Mental health; Psychology; Psychotherapist; Psychiatry; Anxiety; Medicine","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":[0.008296811,0.0005159287,0.0005131767,0.001755916,0.002759762,0.006022916,0.001729963,0.004878005,0.006145007],"category_scores_gemma":[0.01107568,0.0004294014,0.0006155402,0.001279555,0.002705457,0.004001878,0.01432928,0.004751302,0.0003667687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006420174,"about_ca_system_score_gemma":0.0507227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03113274,"about_ca_topic_score_gemma":0.05462923,"domain_scores_codex":[0.9947042,0.001602865,0.0003082253,0.000198821,0.0004869357,0.002699116],"domain_scores_gemma":[0.9843978,0.001887055,0.001122421,0.0001701344,0.0009927398,0.01142973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007358179,0.004951767,0.3670354,0.003229247,0.0003389338,0.006828221,0.01459483,0.004955211,0.003641854,0.164595,0.08247273,0.3466209],"study_design_scores_gemma":[0.001042637,0.004358603,0.6472253,0.01156008,0.0004097714,0.003598539,0.08246657,0.009012058,0.001871011,0.0807399,0.1573657,0.0003499594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.238165,0.008801918,0.005954071,0.6962002,0.001263967,0.0007876565,0.0005724921,0.0001349584,0.04811971],"genre_scores_gemma":[0.9429142,0.00501329,0.006289106,0.04205563,0.0005121313,0.0007457957,0.0003286326,0.000019317,0.002121903],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03113274,"threshold_uncertainty_score":0.06190312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311192936963921,"score_gpt":0.3303952914259691,"score_spread":0.2872833620563299,"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."}}