{"id":"W4200321994","doi":"10.1016/j.jbtep.2021.101712","title":"A mixed methods examination of emotional expression and its impact on emotion regulation effectiveness in borderline personality disorder","year":2021,"lang":"en","type":"article","venue":"Journal of Behavior Therapy and Experimental Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; Centre for Addiction and Mental Health; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Emotionality; Psychology; Valence (chemistry); Cognitive reappraisal; Vocabulary; Borderline personality disorder; Emotional expression; Expression (computer science); Personality; Expressive Suppression; Emotional regulation; Developmental psychology; Cognition; Cognitive psychology; Clinical psychology; Social psychology; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001011669,0.0001822444,0.0003639655,0.0001849939,0.00006987316,0.00001541662,0.00005978548,0.0001807353,0.0004470754],"category_scores_gemma":[0.00001207858,0.0001511627,0.0001359705,0.0001689563,0.0000665434,0.0001692119,0.00001463736,0.0002357839,5.915153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004372992,"about_ca_system_score_gemma":0.0000366965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268372,"about_ca_topic_score_gemma":0.000006348566,"domain_scores_codex":[0.9975638,0.001364447,0.0004649962,0.0002560499,0.0002039609,0.0001467175],"domain_scores_gemma":[0.9992416,0.0001208054,0.0003410264,0.0001172362,0.0001078097,0.00007154926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004783163,0.007605101,0.2694223,0.00006515338,0.0001063452,0.00002051529,0.007550976,0.00003492663,0.6344607,0.001899689,0.00006454573,0.07398658],"study_design_scores_gemma":[0.004837271,0.001358861,0.9763052,0.000131288,0.00002025891,0.0002578742,0.004861162,0.00003942033,0.01170348,0.0003224981,0.00002618875,0.0001364758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833729,0.01486202,0.000429847,0.0001368981,0.0008624276,0.0001930765,0.00001870662,0.000004732948,0.000119437],"genre_scores_gemma":[0.9980139,0.0001647575,0.001605264,0.00005405991,0.00008708778,0.00001682365,0.00002381531,0.00001556305,0.00001874506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7068829,"threshold_uncertainty_score":0.6164236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901001187958063,"score_gpt":0.4131876769906704,"score_spread":0.3741776651110897,"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."}}