{"id":"W4200114681","doi":"10.1016/j.bpsc.2021.11.015","title":"Identifying Disease-Specific Neural Reactivity to Psychosocial Stress in Borderline Personality Disorder","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center of Competence in Research Chemical Biology; National Centre of Competence in Research Robotics; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Borderline personality disorder; Psychology; Orbitofrontal cortex; Functional magnetic resonance imaging; Anxiety; Emotional dysregulation; Insula; Clinical psychology; Bipolar disorder; Psychosocial; Alexithymia; Impulsivity; Amygdala; Stressor; Psychiatry; Neuroscience; Prefrontal cortex; Cognition; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001916033,0.0002129799,0.0001356309,0.0003408166,0.0001732824,0.0002238552,0.0001182995,0.0002139406,0.0006861917],"category_scores_gemma":[0.0004624521,0.00009050986,0.00009649056,0.0001321148,0.000188066,0.00008650014,0.0003072608,0.0001765344,0.0000660432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647409,"about_ca_system_score_gemma":0.00009391276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115132,"about_ca_topic_score_gemma":0.002709461,"domain_scores_codex":[0.9999349,0.00001871772,0.000005826682,0.00001548947,0.00001110688,0.00001393842],"domain_scores_gemma":[0.9998382,0.00002412518,0.00006261948,0.000008432526,0.00001961528,0.00004696428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007644369,0.00009369435,0.9337574,0.00008471622,0.00005475452,0.0005743149,0.0005997288,0.0001468676,0.04986309,0.00003761074,0.0001360481,0.01388734],"study_design_scores_gemma":[0.000006079588,0.0001376533,0.9982181,0.000005873643,0.00001097156,0.0005000895,0.0002128198,0.0001459068,0.0006437903,0.00004090865,0.00007577135,0.000002079169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995695,0.00008913903,0.000131301,0.00001330385,0.000001525415,0.000005907729,0.00002852646,0.000002122307,0.0001587529],"genre_scores_gemma":[0.9996175,0.00005696539,0.0002150632,0.00001037369,0.00000227757,0.000006596071,0.00005109286,6.646407e-7,0.00003942533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115132,"threshold_uncertainty_score":0.002295554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08896198122534514,"score_gpt":0.3666368987000989,"score_spread":0.2776749174747538,"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."}}