{"id":"W2053207344","doi":"10.1080/10503307.2013.838653","title":"An exploratory study of the relationship between changes in emotion and cognitive processes and treatment outcome in borderline personality disorder","year":2013,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Affect (linguistics); Alexithymia; Borderline personality disorder; Cognition; Distress; Clinical psychology; Interpersonal communication; Personality disorders; Outcome (game theory); Psychotherapist; Cognitive therapy; Personality; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226971,0.0001556436,0.0002800449,0.0003212453,0.0001275431,0.0000315253,0.0001486285,0.0001318872,0.0002192632],"category_scores_gemma":[0.00007178377,0.0001125341,0.00001674559,0.0007399269,0.0003111679,0.000125235,0.00001205332,0.0003503787,0.000006237814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002532529,"about_ca_system_score_gemma":0.00003512746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004041414,"about_ca_topic_score_gemma":0.05275239,"domain_scores_codex":[0.9968248,0.001800372,0.0003016664,0.0004875812,0.0002541028,0.0003314728],"domain_scores_gemma":[0.9985232,0.0009023283,0.00007431835,0.0002927946,0.0001377137,0.0000695869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100678,0.001982704,0.8825652,0.00003015211,0.00002415538,0.00000121296,0.09790874,1.386445e-7,0.0000249966,0.000100826,0.0000115748,0.01714022],"study_design_scores_gemma":[0.003777536,0.001512329,0.9180057,0.00003004292,0.000006221706,0.000001334224,0.07400198,0.000004384815,0.000001410036,0.002492347,0.0000683693,0.000098345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935659,0.00170811,0.00001256621,0.002572951,0.00004098164,0.001769095,0.00002785409,0.00001037241,0.0002921959],"genre_scores_gemma":[0.9986715,0.0002178607,0.000007940252,0.00008486468,0.00004110676,0.0007526903,0.000009707343,0.00002050017,0.0001938513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04871098,"threshold_uncertainty_score":0.9645324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380786797066557,"score_gpt":0.4797490071034983,"score_spread":0.2416703273968426,"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."}}