{"id":"W2896793404","doi":"10.1016/j.psc.2018.07.001","title":"Differential Diagnosis of Borderline Personality Disorder","year":2018,"lang":"en","type":"review","venue":"Psychiatric Clinics of North America","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Borderline personality disorder; Hypomania; Differential diagnosis; Bipolar disorder; Psychology; Schizophrenia (object-oriented programming); Clinical psychology; Sadistic personality disorder; Psychiatry; Depression (economics); Personality disorders; Attention deficit hyperactivity disorder; Personality; Mania; Medicine; Mood","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":[0.0003973651,0.0009637189,0.004666128,0.0005946729,0.0001212291,0.00001340359,0.001394447,0.000784246,0.005971379],"category_scores_gemma":[0.000211961,0.000849468,0.002543189,0.001808625,0.0011285,0.00004759679,0.0002010426,0.001005204,0.0003722647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003979943,"about_ca_system_score_gemma":0.0003512452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171112,"about_ca_topic_score_gemma":0.0004714231,"domain_scores_codex":[0.9929226,0.0009636382,0.003330192,0.001417144,0.0005657825,0.0008006525],"domain_scores_gemma":[0.9922678,0.001364024,0.003979632,0.001813086,0.0003177583,0.0002576622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386389,0.003052033,0.06217332,0.005607909,0.0009092761,0.000004606582,0.0003284693,1.9866e-7,1.058469e-9,0.0001428465,0.01343205,0.9142107],"study_design_scores_gemma":[0.0009420677,0.001108663,0.009019099,0.0005329094,0.002391976,0.00001458166,0.00009882253,0.00000270607,2.104884e-9,0.0001085496,0.9850682,0.000712435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004623309,0.9836317,0.0003934609,0.0001139849,0.003884136,0.001049104,0.00335726,0.0000617987,0.002885281],"genre_scores_gemma":[0.0004665928,0.99563,0.000681404,0.0001798935,0.0009590894,0.0003409269,0.001248401,0.0001419601,0.0003517471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9716361,"threshold_uncertainty_score":0.9993956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880973467496478,"score_gpt":0.3934636880070924,"score_spread":0.3446539533321276,"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."}}