{"id":"W4399334183","doi":"10.1186/s40479-024-00255-2","title":"Symptom domains and psychosocial functioning in borderline personality disorder","year":2024,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Université de Lausanne","keywords":"Borderline personality disorder; Psychosocial; Clinical psychology; Psychology; Logistic regression; Psychiatry; Medicine; Internal 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":[0.000948287,0.000266314,0.0002388669,0.0006641827,0.0003624268,0.0004985637,0.000253265,0.0002557642,0.001523353],"category_scores_gemma":[0.004469528,0.0001267407,0.0003433588,0.0004531004,0.0003468817,0.0002659943,0.0007509116,0.0006149611,0.0001388434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835239,"about_ca_system_score_gemma":0.0002106925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250516,"about_ca_topic_score_gemma":0.001421065,"domain_scores_codex":[0.9995632,0.0001693145,0.00004826633,0.00005106846,0.0001166098,0.00005150424],"domain_scores_gemma":[0.9979279,0.0004214418,0.00100462,0.00004809381,0.0001647519,0.0004331143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005270672,0.0000415159,0.9972245,0.00002315336,0.00002437021,0.00007891356,0.000218182,0.00003934914,0.0001526923,0.0000100648,0.00005146809,0.002083171],"study_design_scores_gemma":[0.000001848764,0.00006113578,0.9993663,0.000006226044,0.00000532809,0.0002559431,0.0001811397,0.00004726586,0.00001756201,0.00001980052,0.00003620382,0.000001196631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994513,0.0001457086,0.00003108546,0.00002768737,0.000002657571,0.000006573155,0.0000624394,0.000001428778,0.0002710385],"genre_scores_gemma":[0.9997763,0.00003989358,0.00005388591,0.000005971806,0.000001895842,0.000006453584,0.00008316844,4.920303e-7,0.0000318842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523353,"threshold_uncertainty_score":0.005096078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765068630663865,"score_gpt":0.3118642907756502,"score_spread":0.2942136044690116,"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."}}