{"id":"W4392552894","doi":"10.1016/j.biopsych.2024.02.1016","title":"Generalizable Links Between Borderline Personality Traits and Functional Connectivity","year":2024,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health; University of Pennsylvania Health System; Brain and Behavior Research Foundation; Children's Hospital of Philadelphia; AEG Foundation; National Institute of Biomedical Imaging and Bioengineering; University of Pennsylvania; Burroughs Wellcome Fund","keywords":"Borderline personality disorder; Psychology; Personality; Big Five personality traits; Functional connectivity; Clinical psychology; Multivariate analysis; Multivariate statistics; Developmental psychology; Functional impairment; Medicine; Neuroscience; Social psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003812566,0.0002327151,0.0002613985,0.00007016615,0.0003544876,0.00009056314,0.0001022948,0.000307166,0.0003143917],"category_scores_gemma":[0.001518316,0.0001705191,0.0001142952,0.0003158776,0.0003381066,0.0001465161,0.0001202585,0.0005782435,0.00009811865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778167,"about_ca_system_score_gemma":0.00007950499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002566887,"about_ca_topic_score_gemma":0.00002640501,"domain_scores_codex":[0.9980633,0.0002247227,0.000216526,0.0009536886,0.0002222047,0.0003195429],"domain_scores_gemma":[0.9965647,0.003148089,0.00003683475,0.000102628,0.00003030139,0.0001174237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004007899,0.0007052469,0.3858896,0.0003418834,0.0002413557,0.00003656155,0.0001760114,0.00007971264,0.08977277,0.372853,0.1326799,0.01682307],"study_design_scores_gemma":[0.0004231886,0.0004257855,0.8025599,0.00003725741,0.00002554143,0.00005560937,0.00003934501,0.0005271399,0.0005905105,0.03733685,0.1575777,0.0004010991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598765,0.002087819,0.002164982,0.0300174,0.001184367,0.0003153296,0.0002345005,0.0004818495,0.003637193],"genre_scores_gemma":[0.991965,0.00007690873,0.0005269925,0.005499505,0.001460298,0.00005489876,0.00001411216,0.00001535832,0.0003869261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166703,"threshold_uncertainty_score":0.6953569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0922058445074827,"score_gpt":0.3022158245944158,"score_spread":0.2100099800869331,"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."}}