{"id":"W2164730416","doi":"10.1017/s0033291708003772","title":"Evidence for the cognitive mediational model of cognitive behavioural therapy for depression","year":2008,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Dysfunctional family; Interpersonal psychotherapy; Psychology; Clinical psychology; Major depressive disorder; Beck Depression Inventory; Depression (economics); Cognitive therapy; Cognition; Hamilton Rating Scale for Depression; Cognitive behavioral therapy; Behavioral activation; Randomized controlled trial; Psychiatry; Medicine; Internal medicine; Anxiety","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":[0.08260347,0.001320312,0.001226561,0.002181669,0.0008998116,0.002979504,0.002989449,0.002392084,0.01319027],"category_scores_gemma":[0.194694,0.000659171,0.003748012,0.001811908,0.005443527,0.003545925,0.00239955,0.003187632,0.0006416799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991391,"about_ca_system_score_gemma":0.003701595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239773,"about_ca_topic_score_gemma":0.001910373,"domain_scores_codex":[0.9460881,0.04447833,0.001424751,0.00235681,0.004783517,0.0008684436],"domain_scores_gemma":[0.5547127,0.4128861,0.01593607,0.008585225,0.006152245,0.001727714],"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":[0.03145644,0.005480201,0.2219129,0.04010844,0.04585262,0.001681336,0.005217083,0.01130507,0.001694707,0.159676,0.006942938,0.4686723],"study_design_scores_gemma":[0.02923939,0.02640058,0.2976024,0.02057396,0.04469548,0.00407616,0.003381309,0.04304217,0.002997185,0.4993231,0.02835584,0.0003122939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.488657,0.232852,0.101364,0.1068247,0.002820497,0.002617925,0.001363233,0.000467548,0.06303319],"genre_scores_gemma":[0.9656862,0.01470886,0.01213518,0.004878705,0.0008831973,0.001045574,0.0001999775,0.00003289161,0.0004293367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08260347,"threshold_uncertainty_score":0.4368541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4626753330791681,"score_gpt":0.5103797060653054,"score_spread":0.04770437298613722,"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."}}