{"id":"W2977250994","doi":"10.1891/0889-8391.33.4.301","title":"Can Self-Report Measures of Readiness for Change and Treatment Ambivalence Predict Outcomes in Cognitive Behavioral Therapy for Generalized Anxiety Disorder?","year":2019,"lang":"en","type":"article","venue":"Journal of Cognitive Psychotherapy","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Ambivalence; Worry; Psychology; Motivational interviewing; Anxiety; Generalized anxiety disorder; Clinical psychology; Cognition; Panic disorder; Cognitive behavioral therapy; Cognitive therapy; Psychotherapist; Psychiatry; Psychological intervention; Social psychology","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":[0.005450652,0.0004418567,0.0006479742,0.0009088629,0.0006130329,0.001472925,0.0004650087,0.001399849,0.000934955],"category_scores_gemma":[0.02584771,0.0004204257,0.001055843,0.0006049074,0.0009809639,0.001288714,0.0008146868,0.00234896,0.0002686731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924369,"about_ca_system_score_gemma":0.0006991063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324539,"about_ca_topic_score_gemma":0.00571418,"domain_scores_codex":[0.9973706,0.001336408,0.0002784406,0.0001678335,0.0006039411,0.000242668],"domain_scores_gemma":[0.9830669,0.009085207,0.004198936,0.0009131909,0.001151756,0.001584027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004117001,0.001404263,0.9891265,0.00002469354,0.000175766,0.00001841939,0.0004744312,0.0002636043,0.00015438,0.00009760683,0.0001406849,0.007707975],"study_design_scores_gemma":[0.00004584905,0.0007273489,0.9969549,0.00001996444,0.00005356714,0.0000354143,0.0005471007,0.001152205,0.0001094135,0.0002248706,0.0001140415,0.00001530665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981851,0.0001106045,0.0001487107,0.0001826183,0.00002603995,0.00004513612,0.00006314071,0.00000631128,0.001232247],"genre_scores_gemma":[0.9993167,0.00006356865,0.0002163203,0.00008334096,0.00001254022,0.00005923471,0.0001134186,0.000002597429,0.0001323277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005450652,"threshold_uncertainty_score":0.02882612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177077015524098,"score_gpt":0.4115676578633431,"score_spread":0.2938599563109333,"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."}}