{"id":"W7132870215","doi":"","title":"An Examination of Clients' Attachment Styles, Affect Regulation, and Outcome in the Treatment of Depression","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Dysfunctional family; Depression (economics); Affect regulation; Interpersonal communication; Interpersonal relationship; Arousal","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":[0.001841854,0.0001317587,0.0002958603,0.0004116053,0.000514456,0.0005457649,0.0001809862,0.0002561698,0.001085949],"category_scores_gemma":[0.005832665,0.0001352528,0.0002025042,0.0004217292,0.0003067615,0.0002943854,0.0004738943,0.0006775015,0.0001639236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029674,"about_ca_system_score_gemma":0.0003390324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142475,"about_ca_topic_score_gemma":0.002768582,"domain_scores_codex":[0.9992693,0.0003216919,0.00004533025,0.00003665586,0.0002476108,0.00007926156],"domain_scores_gemma":[0.9987925,0.000361971,0.0003783319,0.00005026441,0.0001576374,0.0002591258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006353946,0.001043309,0.9285133,0.00004836907,0.00005931584,0.0002675535,0.002576648,0.00007320178,0.001047418,0.00009841775,0.0003082307,0.06532875],"study_design_scores_gemma":[0.00002320087,0.0005978678,0.9974705,0.00002278859,0.00002241543,0.0003603505,0.0009021321,0.0001522326,0.0001201396,0.00008900887,0.0002353352,0.000004102769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987237,0.0003163979,0.00004446787,0.0001016684,0.000004627251,0.00001028775,0.00001707235,0.000001288929,0.0007804109],"genre_scores_gemma":[0.9994016,0.0002333382,0.00008070215,0.00004141833,0.000005628239,0.00001408798,0.00003519871,6.450891e-7,0.0001874358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841854,"threshold_uncertainty_score":0.00974077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281561048671836,"score_gpt":0.4750248447102002,"score_spread":0.4322092342234819,"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."}}