{"id":"W2886866203","doi":"10.1016/j.brat.2018.07.006","title":"Mechanisms of change in group therapy for treatment-seeking university students","year":2018,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Dysfunctional family; Clinical psychology; Psychology; Coping (psychology); Dialectical behavior therapy; Psychotherapist; Group psychotherapy; Context (archaeology); Borderline personality disorder","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":[0.0007553248,0.0001122307,0.0002057063,0.000264586,0.0001450579,0.00001582123,0.0002368177,0.0001207265,0.0003118771],"category_scores_gemma":[0.000002896667,0.00009798162,0.0000554763,0.0002423413,0.0002613321,0.00005652919,0.00002594046,0.00008231102,0.000007600764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003370484,"about_ca_system_score_gemma":0.00001595971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003284498,"about_ca_topic_score_gemma":0.001049706,"domain_scores_codex":[0.9986417,0.0002945827,0.0001195152,0.0003325658,0.0001942659,0.0004173948],"domain_scores_gemma":[0.9994624,0.0000983056,0.00004091435,0.0002257273,0.00009693427,0.00007568162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005439944,0.003748978,0.7512214,0.000005049159,0.00008365476,0.00004179635,0.01441948,2.377486e-9,0.006301267,0.01563719,0.0001403879,0.2029609],"study_design_scores_gemma":[0.0124716,0.01251473,0.9560788,0.00001736049,0.000004085102,0.00000651486,0.004023615,0.000003131858,0.0003131873,0.006966695,0.007447838,0.0001524651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996613,0.001300272,0.0001950795,0.0002368278,0.0001392737,0.0009761808,0.00005812832,0.00001302225,0.0004681753],"genre_scores_gemma":[0.9969125,0.002015268,0.0001013205,0.00008050811,0.00006833802,0.0000957305,0.00001570987,0.00001616734,0.0006944094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048574,"threshold_uncertainty_score":0.4965201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2671479831054424,"score_gpt":0.4761869213164394,"score_spread":0.209038938210997,"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."}}