{"id":"W2131833695","doi":"10.1037//0022-006x.70.2.275","title":"Metacognitive awareness and prevention of relapse in depression: Empirical evidence.","year":2002,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":966,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health","keywords":"Metacognition; Psychology; Mindfulness; Mindfulness-based cognitive therapy; Cognition; Clinical psychology; Depression (economics); Feeling; Relapse prevention; Cognitive therapy; Psychotherapist; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409295,0.0002219938,0.0008321087,0.0004894481,0.00007881482,0.00002380263,0.0002003154,0.0004235485,0.0003309463],"category_scores_gemma":[0.007134448,0.0001742806,0.0001893251,0.0005819834,0.0005588863,0.0003088196,0.00007188753,0.0007968034,0.00001478434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001440646,"about_ca_system_score_gemma":0.00003853909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001217212,"about_ca_topic_score_gemma":0.000008338239,"domain_scores_codex":[0.9959114,0.001219484,0.001791596,0.0005389609,0.0002471977,0.0002914008],"domain_scores_gemma":[0.9924657,0.005104517,0.001425311,0.0002297569,0.000574522,0.0002002079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008580265,0.0009357756,0.6477911,0.00002028207,0.0001939815,0.0000549409,0.0006116187,1.872201e-7,0.00003196293,0.00001566846,0.001491478,0.3479949],"study_design_scores_gemma":[0.008130994,0.001760023,0.9810627,0.000801403,0.0003330828,0.0005930428,0.001145749,0.00002372487,0.00004433664,0.002769389,0.003126659,0.0002089609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951526,0.04182133,0.001616212,0.0007840116,0.001495208,0.0001865648,0.000005620671,0.00001248693,0.002552528],"genre_scores_gemma":[0.9489847,0.04878485,0.001170911,0.0004281541,0.0002720119,0.000009610784,8.71149e-7,0.00001888543,0.0003299942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.347786,"threshold_uncertainty_score":0.8541116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3841424217632954,"score_gpt":0.5400719894506257,"score_spread":0.1559295676873304,"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."}}