{"id":"W1959478310","doi":"10.1002/cpp.1831","title":"Forecasting Success: Patients' Expectations for Improvement and Their Relations to Baseline, Process and Outcome Variables in Group Cognitive–Behavioural Therapy for Depression","year":2012,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital; University of British Columbia","funders":"","keywords":"Expectancy theory; Psychology; Clinical psychology; Anxiety; Depression (economics); Alliance; Interpersonal communication; Cognition; Quality of life (healthcare); Cognitive therapy; Affect (linguistics); Psychiatry; Psychotherapist; 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":[0.002363936,0.0002129357,0.0003049975,0.0005411253,0.0003739313,0.0008808043,0.0003757053,0.000618734,0.001118597],"category_scores_gemma":[0.02230228,0.0001517493,0.0003412305,0.000467844,0.000414928,0.0006346457,0.0005452353,0.0009883135,0.0001576984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006633091,"about_ca_system_score_gemma":0.0003774961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680129,"about_ca_topic_score_gemma":0.00174317,"domain_scores_codex":[0.9986463,0.0006127632,0.0001416686,0.0000969804,0.0003692587,0.0001330253],"domain_scores_gemma":[0.9817185,0.009184798,0.006800476,0.0003345709,0.0005895975,0.001372066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004083689,0.0002699097,0.9893771,0.00001902824,0.00004677195,0.00004138663,0.0007996337,0.0004111542,0.0001431928,0.00003182564,0.0001090636,0.00834256],"study_design_scores_gemma":[0.00001404755,0.0003997278,0.9967578,0.000008297205,0.00001593388,0.00007803572,0.0006752161,0.001744555,0.0001025813,0.00009999309,0.00009333439,0.00001046898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999498,0.00007273977,0.00007872759,0.00006670763,0.000001795784,0.000006157454,0.00002588773,0.000003403317,0.0002465646],"genre_scores_gemma":[0.9998392,0.00002016588,0.00005724878,0.00001019693,0.000002743199,0.000005786853,0.00003441742,7.731707e-7,0.00002942704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002363936,"threshold_uncertainty_score":0.01250184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15496229791893,"score_gpt":0.4869905359883478,"score_spread":0.3320282380694178,"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."}}