title: Evaluation of clinical prognostic models for suicide attempts after a major depressive episode.
abstract: OBJECTIVE
  In this study, we compare the performance of prognostic models of increasing complexity for prediction of future suicide attempt.
  
  
  METHODS
  Using data from a 2-year prospective study of 304 depressed subjects, a series of Cox proportional hazard regression models were developed to predict future suicide attempt. The models were evaluated in terms of discrimination (the ability to rank subjects in order of risk), calibration (accuracy of predicted probabilities of attempt), and sensitivity and specificity of risk group stratification based on cross-validated predicted probabilities.
  
  
  RESULTS
  Although an additive model with past attempt, smoking status, and suicidal ideation achieved 75% (cross-validated) sensitivity and specificity, models that performed best in terms of discrimination included interactions between predictor variables.
  
  
  CONCLUSIONS
  As several models had similar predictive power, clinical considerations and ease of interpretation may have a significant role in the final stage of model selection for assessing future suicide attempt risk.
authors.affiliation: Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York, NY, USA. hcg2002@columbia.edu
authors.forename: H C
authors.initials: HC
authors.lastname: Galfalvy
authors.forename: M A
authors.initials: MA
authors.lastname: Oquendo
authors.forename: J J
authors.initials: JJ
authors.lastname: Mann
mesh_terms: D000328:Adult; D000374:Aggression / Q000523:psychology; D001714:Bipolar Disorder / Q000175:diagnosis / Q000453:epidemiology / Q000523:psychology; D001883:Borderline Personality Disorder / Q000175:diagnosis / Q000453:epidemiology / Q000523:psychology; D003865:Major Depressive Disorder / Q000175:diagnosis / Q000453:epidemiology / Q000523:psychology; D007174:Disruptive, Impulse Control, and Conduct Disorders / Q000175:diagnosis / Q000453:epidemiology / Q000523:psychology; D005260:Female; D006791:Hostility; D006801:Humans; D008016:Life Change Events; D008297:Male; D016016:Proportional Hazards Models; D011446:Prospective Studies; D018570:Risk Assessment; D012720:Severity of Illness Index; D013406:Suicide, Attempted / Q000523:psychology* / Q000706:statistics & numerical data*; D011795:Surveys and Questionnaires