{"id":"W2507896389","doi":"10.1177/0145445516667664","title":"Unified Protocol Transdiagnostic Treatment in Group Format","year":2016,"lang":"en","type":"article","venue":"Behavior Modification","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Centre for Addiction and Mental Health","keywords":"Worry; Anxiety; Psychology; Clinical psychology; Social anxiety; Panic; Panic disorder; Affect (linguistics); Generalized anxiety disorder; Pathological; Psychiatry; Anxiety disorder; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05163593,0.001534489,0.002514147,0.003691043,0.00340334,0.00183338,0.003480845,0.002825944,0.05628015],"category_scores_gemma":[0.07447819,0.001645689,0.002655612,0.002939298,0.001784013,0.001689027,0.005056283,0.006083631,0.01320747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003966252,"about_ca_system_score_gemma":0.01456601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274986,"about_ca_topic_score_gemma":0.003434844,"domain_scores_codex":[0.9513403,0.03506791,0.006391145,0.001764468,0.003382681,0.002053467],"domain_scores_gemma":[0.9599332,0.01265782,0.003589146,0.01021102,0.01182839,0.001780444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04136704,0.0201897,0.002100113,0.01070146,0.0005372855,0.0004247524,0.005645872,0.003652606,0.006027285,0.02675601,0.1273177,0.7552801],"study_design_scores_gemma":[0.2226367,0.05348966,0.03432788,0.01080874,0.001052891,0.001125233,0.004826334,0.0182072,0.01461658,0.05185649,0.5859016,0.001150666],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.008112135,0.0003493343,0.05097697,0.0005732481,0.0009269374,0.9276561,0.001403213,0.0008629886,0.009139086],"genre_scores_gemma":[0.006951579,0.0001428648,0.03194524,0.0003814053,0.0000706483,0.9579194,0.0005059736,0.00004566263,0.002037265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05628015,"threshold_uncertainty_score":0.2730802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013690687758802,"score_gpt":0.4048847953638099,"score_spread":0.3035157265879297,"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."}}