{"id":"W2890284945","doi":"10.1521/pedi_2018_32_390","title":"Cognitive Reappraisal of Negative Emotional Images in Borderline Personality Disorder: Content Analysis, Perceived Effectiveness, and Diagnostic Specificity","year":2018,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Cognitive reappraisal; Psychology; Borderline personality disorder; Expressive Suppression; Cognition; Anxiety; Clinical psychology; Stimulus (psychology); Negative emotion; Developmental psychology; Psychotherapist; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002644519,0.0005077437,0.001488796,0.0007211207,0.0001996171,0.00004330193,0.0003712685,0.000315884,0.001941676],"category_scores_gemma":[0.002012933,0.000468278,0.0006746473,0.001209499,0.002368494,0.0003270603,0.0000809092,0.0007972719,0.00001419309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007651372,"about_ca_system_score_gemma":0.0001765073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005851006,"about_ca_topic_score_gemma":0.00766324,"domain_scores_codex":[0.994458,0.002060558,0.001370898,0.0007564853,0.0007280634,0.0006260633],"domain_scores_gemma":[0.9933246,0.004012425,0.001115983,0.0003034968,0.0009874956,0.0002559457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00345908,0.002547613,0.9715346,0.0001322712,0.001704364,0.00004522446,0.01274136,0.00001417766,0.0004269097,0.001802216,0.00024518,0.005347038],"study_design_scores_gemma":[0.006454378,0.00130831,0.9651534,0.000192663,0.0007522428,0.00007323787,0.02354866,0.00005901686,0.00001982579,0.00156442,0.0004476054,0.0004262445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878541,0.002750989,0.002814738,0.001357661,0.0004546164,0.0005166618,0.0005863133,0.00001764083,0.003647249],"genre_scores_gemma":[0.9984741,0.0005788683,0.000277575,0.0002333749,0.0002508577,0.00002591915,0.0000561341,0.00003418203,0.00006905518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108073,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326592995439244,"score_gpt":0.3487327861446338,"score_spread":0.3160734866007094,"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."}}