{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661858,0.0002903098,0.0002298076,0.0004689137,0.00009013258,0.00003029826,0.0002135263,0.0001949543,0.0008245923],"category_scores_gemma":[0.00007002917,0.0001983161,0.00009069947,0.0005882538,0.0000829835,0.0003047259,0.00001320586,0.00007723927,0.0007060386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523549,"about_ca_system_score_gemma":0.00003690765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189395,"about_ca_topic_score_gemma":0.00007763134,"domain_scores_codex":[0.9981276,0.0001590973,0.000462617,0.0006228866,0.0002235387,0.0004042957],"domain_scores_gemma":[0.9987831,0.0002334716,0.0001943638,0.0005530972,0.0001171597,0.0001188723],"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":[0.0002990698,0.003761084,0.2175282,0.00001416867,0.00002094371,0.0000141216,0.001196521,3.494355e-7,0.003130513,0.001206286,0.0003204151,0.7725083],"study_design_scores_gemma":[0.007047324,0.0005929519,0.9474132,0.00006789659,0.0001017812,0.00001291514,0.0003476365,0.000003827958,0.003565897,0.0005225355,0.03998644,0.0003375975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382478,0.0002808401,0.02067402,0.0005470593,0.0009414987,0.1304644,0.00019841,0.0004648532,0.008181063],"genre_scores_gemma":[0.6848096,0.0002694299,0.0001783624,0.00002006144,0.00006754988,0.3136348,0.00004603045,0.0000335056,0.0009405929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7721707,"threshold_uncertainty_score":0.9074933,"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."}}