{"id":"W2755543228","doi":"10.1521/pedi_2017_31_309","title":"Outcome Trajectories and Prognostic Factors for Suicide and Self-Harm Behaviors in Patients With Borderline Personality Disorder Following One Year of Outpatient Psychotherapy","year":2017,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St Joseph's Health Care; University of Toronto; Toronto Metropolitan University; York University; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Borderline personality disorder; Psychology; Dialectical behavior therapy; Depression (economics); Psychiatry; Multinomial logistic regression; Suicide attempt; Logistic regression; Clinical psychology; Suicide prevention; Poison control; Medicine; Internal medicine; Medical emergency","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"],"consensus_categories":[],"category_scores_codex":[0.0009530089,0.0004089157,0.0009798877,0.0002325324,0.000304641,0.00007912981,0.000369448,0.0002466477,0.0001133382],"category_scores_gemma":[0.000197203,0.0003415738,0.0003009434,0.0001246492,0.0004623071,0.0003574174,0.00002888641,0.0004484818,5.97545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005100703,"about_ca_system_score_gemma":0.00007849136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524197,"about_ca_topic_score_gemma":0.002964131,"domain_scores_codex":[0.9972618,0.0002197359,0.0009749123,0.0005053069,0.0005277323,0.0005105218],"domain_scores_gemma":[0.9977442,0.0003275549,0.001095896,0.0004047428,0.000231266,0.0001963105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001947018,0.003276701,0.9767832,0.0001526641,0.0003496852,0.000002796468,0.01536912,0.000001405961,0.00001045174,0.0003339823,0.00003472997,0.001738245],"study_design_scores_gemma":[0.01096032,0.002325371,0.9777241,0.00009310461,0.0002657544,0.00000270729,0.007067794,0.000004995739,0.000001299937,0.0006413675,0.0005417875,0.0003714569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960466,0.00106738,0.0002570452,0.0009055102,0.0004466758,0.0008850282,0.0002197257,0.00001503463,0.0001569843],"genre_scores_gemma":[0.9985476,0.0001418329,0.0009950676,0.0001001142,0.00004822091,0.00003469587,0.00002695661,0.00005260655,0.0000529678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009013296,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058844175739791,"score_gpt":0.3426252231032229,"score_spread":0.312036781345825,"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."}}