{"id":"W2153095963","doi":"10.1080/14733145.2012.758754","title":"Cognitive therapy for depression: Coping style matters","year":2013,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Mental Health Research Topics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Calgary; McGill University","funders":"","keywords":"Coping (psychology); Cognition; Clinical psychology; Psychology; Cognitive style; Cognitive therapy; Psychotherapist; Psychiatry","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":[0.001412591,0.0001710183,0.000288944,0.0002593988,0.0002227389,0.0008713731,0.000332167,0.000730455,0.004762519],"category_scores_gemma":[0.004975112,0.00005985042,0.0002860206,0.0003830145,0.0006493478,0.0004843177,0.0004036166,0.0008594794,0.0002604284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009503,"about_ca_system_score_gemma":0.0006698179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005892757,"about_ca_topic_score_gemma":0.001164186,"domain_scores_codex":[0.9994857,0.0002718114,0.00002708433,0.00002790025,0.0001513482,0.0000361224],"domain_scores_gemma":[0.9989291,0.0007293904,0.0001069305,0.00003793112,0.00006746121,0.0001290724],"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":[0.0002790609,0.0005908756,0.04155163,0.002342506,0.0002568051,0.000982036,0.005594437,0.0001748422,0.001757867,0.007485163,0.01467565,0.924309],"study_design_scores_gemma":[0.0007160444,0.002729566,0.7264052,0.0139743,0.0005419439,0.01942566,0.02095949,0.001836007,0.001691447,0.06150581,0.1501111,0.0001034227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5063675,0.2097845,0.006379322,0.1807292,0.00359053,0.0006406963,0.0002583537,0.0001278853,0.09212209],"genre_scores_gemma":[0.9485462,0.02895899,0.001939874,0.01517522,0.001052433,0.0002405902,0.00005573636,0.00001310168,0.004017861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004762519,"threshold_uncertainty_score":0.01593226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143403185778794,"score_gpt":0.514705331834602,"score_spread":0.3003650132567226,"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."}}