{"id":"W4246806447","doi":"10.32920/ryerson.14665926.v1","title":"Optimizing Emotion Regulation in Borderline Personality Disorder: Why and When Strategies Do and Do Not Work","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Systems, Applications & Products in Data Processing (Canada); Dalhousie University","funders":"","keywords":"Psychology; Disengagement theory; Borderline personality disorder; Developmental psychology; Clinical psychology; Medicine","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":[0.002202583,0.0003564167,0.000421547,0.000366893,0.0005132214,0.001560878,0.0004976395,0.000802815,0.0006797522],"category_scores_gemma":[0.007469822,0.0001751679,0.0004952449,0.0002531947,0.001216738,0.001032184,0.0008157118,0.001274523,0.0003904267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000717447,"about_ca_system_score_gemma":0.0008444151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394062,"about_ca_topic_score_gemma":0.002776965,"domain_scores_codex":[0.9987293,0.0005500695,0.00008700319,0.000144906,0.0002713217,0.0002173472],"domain_scores_gemma":[0.9982968,0.0005960893,0.000244896,0.0001243189,0.0002307683,0.0005071059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004912632,0.0007200361,0.1199142,0.00154855,0.0004297019,0.0006279332,0.008021488,0.0005894563,0.01091899,0.003048594,0.008089487,0.8456002],"study_design_scores_gemma":[0.0004275332,0.004524341,0.7959247,0.007730751,0.001146483,0.005924898,0.05666283,0.003756216,0.01263939,0.03066787,0.08035823,0.000236705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8468336,0.06169537,0.01008346,0.05964282,0.001090644,0.0001823133,0.0001279285,0.0002962383,0.02004753],"genre_scores_gemma":[0.964065,0.01965515,0.01102828,0.003487851,0.0001955799,0.0001268309,0.00006073146,0.00006184406,0.001318636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202583,"threshold_uncertainty_score":0.01164854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276636713851864,"score_gpt":0.3158340852853965,"score_spread":0.2830677181468779,"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."}}