{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"submitter":["Borowski S"],"funding":["United States Department of Veterans Affairs, Clinical Sciences Research and Development Service (CSR&D) VA-STARRS Researcher-in-Residence Program","NIMH NIH HHS","U.S. Department of Defense"],"pagination":["10"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC12901102"],"repository":["biostudies-literature"],"omics_type":["Unknown"],"volume":["5(1)"],"pubmed_abstract":["Transitioning service members (TSMs) leaving military service have high risks of unemployment, homelessness, nonfatal suicide attempt (SA), and suicide death. Data from n = 7188 recently separated TSMs from the U.S. Army were used to update previously developed models for post-separation homelessness and SA based on data at the time of separation and to develop a new unemployment model. Predicted probabilities of suicide from a model developed elsewhere were imputed for comparison purposes. Cross-validated predictions were significant for the homelessness (AU-ROC = 0.68) and SA (AU-ROC = 0.78) models but not the unemployment model (AU-ROC = 0.60). Elevated cross-validated risk was found for the 10% of TSMs at the highest predicted risk of homelessness (SN = 26.6%), 20% for SA (SN = 60.9%), and 10% for suicide death (SN = 34.1%). 28% of TSMs were in the highest risk categories for at least one and 10% for more than one outcome. Findings regarding incomplete overlap highlight the complexities of risk targeting when multiple outcomes are of interest."],"journal":["Npj mental health research"],"pubmed_title":["Joint models targeting U.S. Army soldiers at high-risk of post-separation unemployment, homelessness, and suicide-related behaviors."],"pmcid":["PMC12901102"],"funding_grant_id":["HU0001-15-2-0004","U01MH087981","Project SPR-002-24F"],"pubmed_authors":["Liu H","Nock MK","Kennedy CJ","Naifeh JA","Stein MB","Geraci JC","Wagner J","Capaldi VF","Luedtke A","Hwang I","Sampson NA","Gildea SM","Benedek DM","Kessler RC","Edwards ER","Borowski S","Ursano RJ"],"additional_accession":[]},"is_claimable":false,"name":"Joint models targeting U.S. Army soldiers at high-risk of post-separation unemployment, homelessness, and suicide-related behaviors.","description":"Transitioning service members (TSMs) leaving military service have high risks of unemployment, homelessness, nonfatal suicide attempt (SA), and suicide death. Data from n = 7188 recently separated TSMs from the U.S. Army were used to update previously developed models for post-separation homelessness and SA based on data at the time of separation and to develop a new unemployment model. Predicted probabilities of suicide from a model developed elsewhere were imputed for comparison purposes. Cross-validated predictions were significant for the homelessness (AU-ROC = 0.68) and SA (AU-ROC = 0.78) models but not the unemployment model (AU-ROC = 0.60). Elevated cross-validated risk was found for the 10% of TSMs at the highest predicted risk of homelessness (SN = 26.6%), 20% for SA (SN = 60.9%), and 10% for suicide death (SN = 34.1%). 28% of TSMs were in the highest risk categories for at least one and 10% for more than one outcome. Findings regarding incomplete overlap highlight the complexities of risk targeting when multiple outcomes are of interest.","dates":{"release":"2026-01-01T00:00:00Z","publication":"2026 Feb","modification":"2026-07-07T03:12:57.116Z","creation":"2026-07-07T03:08:32.707Z"},"accession":"S-EPMC12901102","cross_references":{"pubmed":["41680461"],"doi":["10.1038/s44184-026-00192-8"]}}