{"id":"W2964032227","doi":"10.82308/29235","title":"Treating depression with cognitive behavioural therapy: exploring therapist technique","year":2017,"lang":"en","type":"article","venue":"Open MIND","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Psychology; Psychotherapist; Dysfunctional family; Cognition; Depression (economics); Cognitive behavioral therapy; Cognitive therapy; Major depressive disorder; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005650419,0.0004766731,0.0004151784,0.001820528,0.001487371,0.002992695,0.002134485,0.001221916,0.003132734],"category_scores_gemma":[0.008546404,0.0003241248,0.0006288661,0.001285803,0.002239694,0.002356742,0.002834989,0.002167099,0.0004986243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102038,"about_ca_system_score_gemma":0.005034501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261394,"about_ca_topic_score_gemma":0.006134408,"domain_scores_codex":[0.9962605,0.002447785,0.0001151093,0.0002446813,0.0007803869,0.0001515054],"domain_scores_gemma":[0.9968109,0.002484488,0.000179174,0.0001673924,0.000187699,0.0001703542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002425209,0.003725864,0.005349079,0.003222122,0.0001192216,0.0004763396,0.05596123,0.00099093,0.002995366,0.0387558,0.005692069,0.8824694],"study_design_scores_gemma":[0.003525442,0.008101003,0.04236639,0.02558668,0.001472664,0.01376308,0.1206716,0.02766569,0.009714708,0.1333411,0.6134342,0.0003575617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4129193,0.08736525,0.2709975,0.03905836,0.001687405,0.004226927,0.0001972553,0.0006388907,0.1829092],"genre_scores_gemma":[0.6897895,0.05917549,0.2325527,0.004386605,0.0004258089,0.003521955,0.0001023466,0.0001125387,0.009933151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005650419,"threshold_uncertainty_score":0.02988261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3698165261319666,"score_gpt":0.4825673680046604,"score_spread":0.1127508418726938,"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."}}