{"id":"W4415478047","doi":"10.1521/pedi.2025.39.5.355","title":"Examining the Convergence of Clinicians’ Ratings of Maladaptive Personality Traits and Categorical Diagnostic Criteria of Borderline Personality Disorder","year":2025,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borderline personality disorder; Personality; Big Five personality traits; Emotional dysregulation; Trait; Convergence (economics); Negative affectivity; Categorical variable; Facet (psychology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003724163,0.000491826,0.001593854,0.0002944657,0.0001991896,0.00002339016,0.0007854014,0.0003868072,0.001348667],"category_scores_gemma":[0.001893926,0.0003927343,0.0006187637,0.0008437868,0.00232043,0.0002235935,0.0001321595,0.0008980122,0.000001947607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005357009,"about_ca_system_score_gemma":0.0003859992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360521,"about_ca_topic_score_gemma":0.001135065,"domain_scores_codex":[0.9940776,0.001555987,0.00241344,0.0006164872,0.000768988,0.000567468],"domain_scores_gemma":[0.99257,0.003794168,0.002196527,0.0004138447,0.000853277,0.0001721839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002400775,0.002711917,0.9092193,0.00108556,0.001331646,0.00002068777,0.04408678,0.00002798973,0.001843261,0.01900085,0.003363403,0.01490781],"study_design_scores_gemma":[0.003328514,0.001075844,0.9382575,0.0002414882,0.0004976686,0.00006063821,0.04867513,0.0001510053,0.00003327988,0.004615741,0.002723413,0.0003397517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774176,0.009540468,0.002953555,0.005094495,0.0006514569,0.000473286,0.000304079,0.00001256903,0.003552426],"genre_scores_gemma":[0.9976927,0.0008664054,0.0003916647,0.0005906999,0.0001097532,0.00002186147,0.00001275872,0.00003019574,0.0002839763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290382,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749980047013705,"score_gpt":0.3528574697792253,"score_spread":0.3153576693090883,"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."}}