Opening book details…
Can I read Evaluation of a Model to Target High-risk Psychiatric Inpatients for an Intensive Postdischarge Suicide Prevention Intervention on EtoBox?
Evaluation of a Model to Target High-risk Psychiatric Inpatients for an Intensive Postdischarge Suicide Prevention Intervention by Ronald C. Kessler; Mark S. Bauer; Todd M. Bishop; Robert M. Bossarte; Victor M. Castro; Olga V. Demler; Sarah M. Gildea; Joseph L. Goulet; Andrew J. King; Chris J. Kennedy; Sara J. Landes; Howard Liu; Alex Luedtke; Patrick Mair; Brian P. Marx; Matthew K. Nock; Maria V. Petukhova; Wilfred R. Pigeon; Nancy A. Sampson; Jordan W. Smoller; Aletha Miller; Gretchen Haas; Jeffrey Benware; John Bradley; Richard R. Owen; Samuel House; Snezana Urosevic; Lauren M. Weinstock is a Medicine article available to read on EtoBox.
What is Evaluation of a Model to Target High-risk Psychiatric Inpatients for an Intensive Postdischarge Suicide Prevention Intervention about?
Importance The months after psychiatric hospital discharge are a time of high risk for suicide. Intensive postdischarge case management, although potentially effective in suicide prevention, is likely to be cost-effective only if targeted at high-risk patients. A previously developed machine learning (ML) model showed that postdischarge suicides can be predicted from electronic health records and geospatial data, but it is unknown if prediction could be improved by adding additional information. Objective To determine whether model prediction could be improved by adding information extracted from clinical notes and public records. Design, Setting, and Participants Models were trained to predict suicides in the 12 months after Veterans Health Administration (VHA) short-term (less than 365 days) psychiatric hospitalizations between the beginning of 2010 and September 1, 2012 (299 050 hospitalizations, with 916 hospitalizations followed within 12 months by suicides) and tested in the hospitalizations from September 2, 2012, to December 31, 2013 (149 738 hospitalizations, with 393 hospitalizations followed within 12 months by suicides). Validation focused on net benefit across a range
Who reads Evaluation of a Model to Target High-risk Psychiatric Inpatients for an Intensive Postdischarge Suicide Prevention Intervention?
It is typically read by researchers, students, and practitioners in Medicine.
- Author
- Ronald C. Kessler; Mark S. Bauer; Todd M. Bishop; Robert M. Bossarte; Victor M. Castro; Olga V. Demler; Sarah M. Gildea; Joseph L. Goulet; Andrew J. King; Chris J. Kennedy; Sara J. Landes; Howard Liu; Alex Luedtke; Patrick Mair; Brian P. Marx; Matthew K. Nock; Maria V. Petukhova; Wilfred R. Pigeon; Nancy A. Sampson; Jordan W. Smoller; Aletha Miller; Gretchen Haas; Jeffrey Benware; John Bradley; Richard R. Owen; Samuel House; Snezana Urosevic; Lauren M. Weinstock
- Publisher
- American Medical Association (AMA)
- Published
- 2023
- Language
- EN
- Field
- Medicine (Social Sciences)