{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,5]],"date-time":"2025-03-05T05:41:04Z","timestamp":1741153264280,"version":"3.38.0"},"reference-count":71,"publisher":"American Medical Association (AMA)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi250006-4\"><jats:title>Importance<\/jats:title><jats:p>US veterans have a higher risk of suicide than the general civilian population. Research suggests that COVID-19 infection is associated with increased risk of suicide attempts or other forms of self-directed violence (SDV) among veterans.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-5\"><jats:title>Objective<\/jats:title><jats:p>To identify subgroups of veterans with high risk of post\u2013COVID-19 suicide attempts or SDV.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>This is a retrospective cohort study conducted using data from the Veteran Health Administration (VHA). Participants included VHA enrollees with a first case of COVID-19 between May 1, 2021, and April 30, 2022, residing in the 50 states or Washington, DC.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-7\"><jats:title>Exposure<\/jats:title><jats:p>COVID-19 infection.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The main outcome was a suicide attempt or SDV 12 months after COVID-19 infection. Latent class analysis was used to identify subgroups. Outcome rates and 95% CIs per 10\u202f000 veterans were calculated. Multinomial regressions were used to model outcome risk and marginal risk ratios with 99.5% CIs to compare outcome risk across latent classes.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-9\"><jats:title>Results<\/jats:title><jats:p>The cohort included 285\u202f235 veterans with COVID-19 and was predominantly male (248\u202f118 veterans [87.0%]) and younger than 65 years (171\u202f636 veterans [60.2%]). Chronic pain (152\u202f788 veterans [53.6%]), depression (98\u202f093 veterans [34.4%]), and posttraumatic stress disorder (79\u202f462 veterans [27.9%]) diagnoses were common. The 12-month outcome rate was 73.8 events per 10\u202f000 (95% CI, 70.7-77.0 events per 10\u202f000). Two latent classes with high rates of suicide attempt or SDV were identified. The first high-risk subgroup (46\u202f693 veterans [16.4%]) was older (34\u202f472 veterans [73.8%]\u2009aged \u226565 years) and had a high prevalence of physical conditions (43\u202f329 veterans [92.8%] had hypertension, and 36\u202f824 veterans [78.9%] had chronic pain); the 12-month outcome rate was 103.7 events per 10\u202f000 (95% CI, 94.7-113.3 events per 10\u202f000). The second high-risk subgroup (82\u202f309 veterans [28.9%]) was generally younger (68\u202f822 veterans [83.6%]\u2009aged &amp;amp;lt;65 years) with a lower prevalence of physical conditions but high prevalence of mental health conditions (61\u202f367 veterans [74.6%] had depression, and 50\u202f073 veterans [60.8%] had posttraumatic stress disorder); the 12-month outcome rate was 162.9 events per 10\u202f000 (95% CI, 154.5-171.8 events per 10\u202f000), and compared with the lowest risk subgroup, the 12-month risk of suicide attempts or SDV was 14 times higher in this subgroup (risk ratio, 14.23; 99.5% CI, 10.22-19.80).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250006-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>In this cohort study of veterans with COVID-19, 2 veteran subgroups with distinct health profiles had high rates of suicide attempts and SDV, suggesting that different groups may require different approaches to suicide prevention after COVID-19.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2025.0061","type":"journal-article","created":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T16:30:34Z","timestamp":1741105834000},"page":"e250061","source":"Crossref","is-referenced-by-count":0,"title":["Veterans at High Risk for Post\u2013COVID-19 Suicide Attempts or Other Self-Directed Violence"],"prefix":"10.1001","volume":"8","author":[{"given":"David P.","family":"Bui","sequence":"first","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meike","family":"Niederhausen","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"},{"name":"Portland State University School of Public Health, Oregon Health & Science University, Portland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alex W.","family":"Hickok","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Diana J.","family":"Govier","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"},{"name":"Portland State University School of Public Health, Oregon Health & Science University, Portland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mazhgan","family":"Rowneki","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jennifer C.","family":"Naylor","sequence":"additional","affiliation":[{"name":"Department of Psychiatry and Behavioral Sciences, School of Medicine, Duke University, Durham, North Carolina"},{"name":"VISN 6 Mental Illness Research, Education and Clinical Center, Durham, North Carolina"},{"name":"Durham Veteran Administration Health Care Services, Durham, North Carolina"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Hawkins","sequence":"additional","affiliation":[{"name":"Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound HCS, Seattle, Washington"},{"name":"Center of Excellence in Substance Addiction Treatment and Education, VA Puget Sound HCS, Seattle, Washington"},{"name":"Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Edward J.","family":"Boyko","sequence":"additional","affiliation":[{"name":"Seattle Epidemiologic Research Information Center, VA Puget Sound HCS, Seattle, Washington"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Theodore J.","family":"Iwashyna","sequence":"additional","affiliation":[{"name":"VA Center for Clinical Management Research, Ann Arbor VA, Ann Arbor, Michigan"},{"name":"Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland"},{"name":"School of Public Health, Johns Hopkins University, Baltimore, Maryland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth M.","family":"Viglianti","sequence":"additional","affiliation":[{"name":"VA Center for Clinical Management Research, Ann Arbor VA, Ann Arbor, Michigan"},{"name":"Department of Medicine, University of Michigan Medical School, Ann Arbor"},{"name":"Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George N.","family":"Ioannou","sequence":"additional","affiliation":[{"name":"Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound HCS, Seattle, Washington"},{"name":"Division of Gastroenterology, Department of Medicine, University of Washington, Seattle"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason I.","family":"Chen","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Denise M.","family":"Hynes","sequence":"additional","affiliation":[{"name":"Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, Oregon"},{"name":"College of Health, Oregon State University, Corvallis"},{"name":"Center for Quantitative Life Sciences, Oregon State University, Corvallis"},{"name":"School of Nursing, Oregon Health and Science University, Portland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10","published-online":{"date-parts":[[2025,3,4]]},"reference":[{"issue":"4","key":"zoi250006r2","doi-asserted-by":"publisher","first-page":"626","DOI":"10.1007\/s11606-023-08440-9","article-title":"Risk of suicide-related outcomes after SARS-COV-2 infection: results from a nationwide observational matched cohort of US veterans.","volume":"39","author":"Hynes","year":"2024","journal-title":"J Gen Intern Med"},{"issue":"8","key":"zoi250006r3","doi-asserted-by":"publisher","first-page":"1310","DOI":"10.1007\/s11606-024-08630-z","article-title":"Impact of SARS-CoV-2 infection on long-term depression symptoms among veterans.","volume":"39","author":"Chen","year":"2024","journal-title":"J Gen Intern Med"},{"issue":"3","key":"zoi250006r4","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1038\/s41579-022-00846-2","article-title":"Long COVID: major findings, mechanisms and recommendations.","volume":"21","author":"Davis","year":"2023","journal-title":"Nat Rev Microbiol"},{"key":"zoi250006r5","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1016\/j.jad.2021.11.031","article-title":"Long-term effects of COVID-19 on mental health: a systematic review.","volume":"299","author":"Bourmistrova","year":"2022","journal-title":"J Affect Disord"},{"issue":"1","key":"zoi250006r6","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1186\/s12991-023-00448-z","article-title":"Long-term consequences of COVID-19 on mental health and the impact of a physically active lifestyle: a narrative review.","volume":"22","author":"Roever","year":"2023","journal-title":"Ann Gen Psychiatry"},{"issue":"7","key":"zoi250006r8","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1016\/j.jpain.2018.02.012","article-title":"Chronic pain, TBI, and PTSD in military veterans: a link to suicidal ideation and violent impulses?","volume":"19","author":"Blakey","year":"2018","journal-title":"J Pain"},{"key":"zoi250006r9","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychres.2022.114570","article-title":"Psychiatric disorders newly diagnosed among veterans subsequent to hospitalization for COVID-19.","volume":"312","author":"Chen","year":"2022","journal-title":"Psychiatry Res"},{"issue":"5","key":"zoi250006r10","doi-asserted-by":"publisher","DOI":"10.4088\/JCP.20m13714","article-title":"Prevalence, correlates, and treatment of suicidal behavior in US military veterans: results from the 2019-2020 National Health and Resilience in Veterans Study.","volume":"82","author":"Nichter","year":"2021","journal-title":"J Clin Psychiatry"},{"issue":"2","key":"zoi250006r11","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1111\/sltb.12822","article-title":"Risk factors for suicide attempts among U.S. military veterans: a 7-year population-based, longitudinal cohort study.","volume":"52","author":"Nichter","year":"2022","journal-title":"Suicide Life Threat Behav"},{"issue":"5","key":"zoi250006r12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpain.2023.11.003","article-title":"Seventeen-year national pain prevalence trends among U.S. military veterans.","volume":"25","author":"Taylor","year":"2024","journal-title":"J Pain"},{"issue":"4","key":"zoi250006r13","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1016\/j.bja.2020.05.021","article-title":"Chronic pain after COVID-19: implications for rehabilitation.","volume":"125","author":"Kemp","year":"2020","journal-title":"Br J Anaesth"},{"issue":"1","key":"zoi250006r14","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1037\/a0031390","article-title":"Chronic pain and the interpersonal theory of suicide.","volume":"58","author":"Wilson","year":"2013","journal-title":"Rehabil Psychol"},{"issue":"9","key":"zoi250006r15","doi-asserted-by":"publisher","first-page":"858","DOI":"10.1056\/NEJMe2400189","article-title":"Long Covid and impaired cognition\u2014more evidence and more work to do.","volume":"390","author":"Al-Aly","year":"2024","journal-title":"N Engl J Med"},{"issue":"2","key":"zoi250006r16","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1176\/appi.neuropsych.20230044","article-title":"Impulsivity and psychiatric diagnoses as mediators of suicidal ideation and suicide attempts among veterans with traumatic brain injury.","volume":"36","author":"Aaronson","year":"2024","journal-title":"J Neuropsychiatry Clin Neurosci"},{"issue":"7","key":"zoi250006r17","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2023.26296","article-title":"Associations of military-related traumatic brain injury with new-onset mental health conditions and suicide risk.","volume":"6","author":"Brenner","year":"2023","journal-title":"JAMA Netw Open"},{"issue":"2","key":"zoi250006r18","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1080\/02699052.2020.1861656","article-title":"Factors increasing risk of suicide after traumatic brain injury: a state-of-the-science review of military and civilian studies.","volume":"35","author":"McIntire","year":"2021","journal-title":"Brain Inj"},{"issue":"1","key":"zoi250006r22","doi-asserted-by":"publisher","first-page":"e63","DOI":"10.1097\/CCM.0000000000004710","article-title":"Practitioner\u2019s guide to latent class analysis: methodological considerations and common pitfalls.","volume":"49","author":"Sinha","year":"2021","journal-title":"Crit Care Med"},{"issue":"1","key":"zoi250006r23","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1177\/0272431616648452","article-title":"Introduction to latent class analysis with applications.","volume":"37","author":"Porcu","year":"2017","journal-title":"J Early Adolesc"},{"issue":"4","key":"zoi250006r24","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1177\/0095798420930932","article-title":"Latent class analysis: a guide to best practice.","volume":"46","author":"Weller","year":"2020","journal-title":"J Black Psychol"},{"issue":"6","key":"zoi250006r26","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1001\/jamapsychiatry.2024.0171","article-title":"Decoding suicide decedent profiles and signs of suicidal intent using latent class analysis.","volume":"81","author":"Xiao","year":"2024","journal-title":"JAMA Psychiatry"},{"issue":"8","key":"zoi250006r27","doi-asserted-by":"publisher","first-page":"1507","DOI":"10.1007\/s00787-022-01963-2","article-title":"Pain and suicidality in children and adolescents: a longitudinal population-based study.","volume":"32","author":"Hinze","year":"2023","journal-title":"Eur Child Adolesc Psychiatry"},{"key":"zoi250006r28","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/j.jad.2019.05.031","article-title":"A latent class analysis of health lifestyles and suicidal behaviors among US adolescents.","volume":"255","author":"Xiao","year":"2019","journal-title":"J Affect Disord"},{"issue":"6","key":"zoi250006r29","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1016\/j.brat.2005.06.004","article-title":"Latent class analysis of anxiety and depressive symptoms of the Youth Self-Report in a general population sample of young adolescents.","volume":"44","author":"van Lang","year":"2006","journal-title":"Behav Res Ther"},{"key":"zoi250006r30","doi-asserted-by":"publisher","first-page":"S51","DOI":"10.1097\/MLR.0000000000001476","article-title":"Latent class analysis of self-directed violence and indirect self-harm behaviors: gender differences and associations with mental health symptoms.","volume":"59","author":"Zelkowitz","year":"2021","journal-title":"Med Care"},{"issue":"6","key":"zoi250006r31","doi-asserted-by":"publisher","first-page":"1191","DOI":"10.1016\/j.jadohealth.2024.02.006","article-title":"Identifying subgroups of youth suicide decedents based on clinical profiles of psychiatric and medical diagnoses: a latent class analysis.","volume":"74","author":"Thompson","year":"2024","journal-title":"J Adolesc Health"},{"issue":"1","key":"zoi250006r32","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1186\/s12874-023-01882-z","article-title":"Design and analysis of outcomes following SARS-CoV-2 infection in veterans.","volume":"23","author":"Smith","year":"2023","journal-title":"BMC Med Res Methodol"},{"issue":"46","key":"zoi250006r34","doi-asserted-by":"publisher","DOI":"10.1097\/MD.0000000000031248","article-title":"Consensus elements for observational research on COVID-19-related long-term outcomes.","volume":"101","author":"Admon","year":"2022","journal-title":"Medicine (Baltimore)"},{"issue":"26","key":"zoi250006r35","doi-asserted-by":"publisher","first-page":"2456","DOI":"10.1056\/NEJMp1802313","article-title":"Making neighborhood-disadvantage metrics accessible: the neighborhood atlas.","volume":"378","author":"Kind","year":"2018","journal-title":"N Engl J Med"},{"issue":"11","key":"zoi250006r37","doi-asserted-by":"publisher","first-page":"877","DOI":"10.1016\/S2215-0366(23)00268-7","article-title":"Chronic pain, cannabis legalisation, and cannabis use disorder among patients in the US Veterans Health Administration system, 2005 to 2019: a repeated, cross-sectional study.","volume":"10","author":"Hasin","year":"2023","journal-title":"Lancet Psychiatry"},{"issue":"12","key":"zoi250006r38","doi-asserted-by":"publisher","first-page":"1429","DOI":"10.1016\/j.jpain.2019.05.006","article-title":"Development and assessment of a crosswalk between ICD-9-CM and ICD-10-CM to identify patients with common pain conditions.","volume":"20","author":"Mayhew","year":"2019","journal-title":"J Pain"},{"issue":"1","key":"zoi250006r39","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1186\/s12877-018-0802-7","article-title":"Validation of an automatically generated screening score for frailty: the care assessment need (CAN) score.","volume":"18","author":"Ruiz","year":"2018","journal-title":"BMC Geriatr"},{"issue":"4","key":"zoi250006r40","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1080\/10705510701575396","article-title":"Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study.","volume":"14","author":"Nylund","year":"2007","journal-title":"Struct Equ Modeling"},{"key":"zoi250006r43","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2020.589614","article-title":"Theoretical mapping of suicidal risk factors during the COVID-19 pandemic: a mini-review.","volume":"11","author":"Raj","year":"2021","journal-title":"Front Psychiatry"},{"issue":"12","key":"zoi250006r44","doi-asserted-by":"publisher","first-page":"1313","DOI":"10.1037\/bul0000123","article-title":"The interpersonal theory of suicide: a systematic review and meta-analysis of a decade of cross-national research.","volume":"143","author":"Chu","year":"2017","journal-title":"Psychol Bull"},{"key":"zoi250006r45","doi-asserted-by":"publisher","DOI":"10.1017\/S2045796020000529","article-title":"Does physical ill-health increase the risk of suicide? a census-based follow-up study of over 1 million people.","volume":"29","author":"Onyeka","year":"2020","journal-title":"Epidemiol Psychiatr Sci"},{"issue":"2","key":"zoi250006r46","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1037\/a0021836","article-title":"Perceived burdensomeness and suicide ideation in older adults.","volume":"26","author":"Cukrowicz","year":"2011","journal-title":"Psychol Aging"},{"key":"zoi250006r47","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1016\/j.jpsychires.2020.10.024","article-title":"Predicting suicidal behavior and self-harm after general hospitalization of adults with serious mental illness.","volume":"136","author":"Edgcomb","year":"2021","journal-title":"J Psychiatr Res"},{"key":"zoi250006r48","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.jpsychires.2015.09.004","article-title":"The impact of physical pain on suicidal thoughts and behaviors: meta-analyses.","volume":"71","author":"Calati","year":"2015","journal-title":"J Psychiatr Res"},{"issue":"6","key":"zoi250006r49","doi-asserted-by":"publisher","first-page":"1140","DOI":"10.1111\/sltb.12654","article-title":"Thwarted belongingness and perceived burdensomeness explain the associations of COVID-19 social and economic consequences to suicide risk.","volume":"50","author":"Gratz","year":"2020","journal-title":"Suicide Life Threat Behav"},{"issue":"2","key":"zoi250006r50","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2022.55795","article-title":"Assessment of symptom, disability, and financial trajectories in patients hospitalized for COVID-19 at 6 months.","volume":"6","author":"Admon","year":"2023","journal-title":"JAMA Netw Open"},{"issue":"12","key":"zoi250006r51","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.1016\/j.jagp.2020.08.005","article-title":"Social isolation and loneliness in older adults: review and commentary of a National Academies report.","volume":"28","author":"Donovan","year":"2020","journal-title":"Am J Geriatr Psychiatry"},{"issue":"3","key":"zoi250006r52","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1007\/s40501-022-00266-2","article-title":"Preventing suicide among women veterans: gender-sensitive, trauma-informed conceptualization.","volume":"9","author":"Monteith","year":"2022","journal-title":"Curr Treat Options Psychiatry"},{"issue":"2","key":"zoi250006r53","doi-asserted-by":"publisher","first-page":"413","DOI":"10.3390\/jcm11020413","article-title":"Female sex is a risk factor associated with long-term post-COVID related-symptoms but not with COVID-19 symptoms: the LONG-COVID-EXP-CM Multicenter Study.","volume":"11","author":"Fern\u00e1ndez-de-Las-Pe\u00f1as","year":"2022","journal-title":"J Clin Med"},{"issue":"1","key":"zoi250006r54","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1016\/j.psychres.2015.01.008","article-title":"Mental disorders and thwarted belongingness, perceived burdensomeness, and acquired capability for suicide.","volume":"226","author":"Silva","year":"2015","journal-title":"Psychiatry Res"},{"issue":"4","key":"zoi250006r55","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0283633","article-title":"VA\u2019s implementation of universal screening and evaluation for the suicide risk identification program in November 2020\u2014implications for Veterans with prior mental health needs.","volume":"18","author":"Gujral","year":"2023","journal-title":"PLoS One"},{"issue":"4","key":"zoi250006r56","doi-asserted-by":"publisher","DOI":"10.1093\/jncics\/pkab057","article-title":"Suicide risk screening and suicide prevention in patients with cancer.","volume":"5","author":"Gascon","year":"2021","journal-title":"J Natl Cancer Inst Cancer Spectr"},{"key":"zoi250006r57","doi-asserted-by":"publisher","first-page":"S9","DOI":"10.1097\/MLR.0000000000001465","article-title":"Illuminating the critical importance of research supporting women veterans.","volume":"59","author":"Brownley","year":"2021","journal-title":"Med Care"},{"key":"zoi250006r58","doi-asserted-by":"publisher","first-page":"S4","DOI":"10.1097\/MLR.0000000000001479","article-title":"Women and suicide: moving forward on a troubling problem.","volume":"59","author":"O\u2019Brien","year":"2021","journal-title":"Med Care"},{"key":"zoi250006r59","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1097\/MLR.0000000000001483","article-title":"Advancing knowledge of suicide risk and prevention among women: introduction to the supplement.","volume":"59","author":"Denneson","year":"2021","journal-title":"Med Care"},{"key":"zoi250006r60","doi-asserted-by":"publisher","first-page":"S23","DOI":"10.1097\/MLR.0000000000001480","article-title":"Female veterans\u2019 willingness to seek Veterans Health Administration and non-Veterans Health Administration services for suicidal thoughts and mental health concerns.","volume":"59","author":"Monteith","year":"2021","journal-title":"Med Care"},{"issue":"4","key":"zoi250006r61","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1097\/MLR.0000000000001656","article-title":"Suicide among American Indian and Alaska Native veterans who use Veterans Health Administration care: 2004-2018.","volume":"60","author":"Mohatt","year":"2022","journal-title":"Med Care"},{"key":"zoi250006r62","doi-asserted-by":"publisher","DOI":"10.1037\/ser0000631","article-title":"A scoping review of veteran suicide prevention programs in Native American communities and in the general population.","author":"Mohatt","year":"2022","journal-title":"Psychol Serv"},{"issue":"19","key":"zoi250006r63","doi-asserted-by":"publisher","first-page":"10041","DOI":"10.3390\/ijerph181910041","article-title":"The impact of the COVID-19 pandemic on mental disorders. a critical review.","volume":"18","author":"Clemente-Su\u00e1rez","year":"2021","journal-title":"Int J Environ Res Public Health"},{"key":"zoi250006r64","doi-asserted-by":"publisher","DOI":"10.1177\/21501319231184368","article-title":"Unmet needs and coping strategies of older underserved veterans during the COVID-19 pandemic.","author":"Haltom","year":"2023","journal-title":"J Prim Care Community Health"},{"issue":"1","key":"zoi250006r65","doi-asserted-by":"publisher","first-page":"1793","DOI":"10.1038\/s41598-024-51762-9","article-title":"High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning.","volume":"14","author":"Dhaubhadel","year":"2024","journal-title":"Sci Rep"},{"issue":"2","key":"zoi250006r66","doi-asserted-by":"publisher","first-page":"221","DOI":"10.4088\/JCP.15m09776","article-title":"Risk of suicide attempt and suicide death following completion of the Patient Health Questionnaire depression module in community practice.","volume":"77","author":"Simon","year":"2016","journal-title":"J Clin Psychiatry"},{"key":"zoi250006r68","doi-asserted-by":"publisher","first-page":"1321","DOI":"10.2147\/COPD.S65507","article-title":"Prevalence and correlates of suicide ideation in patients with COPD: a mixed methods study.","volume":"10","author":"Fleehart","year":"2014","journal-title":"Int J Chron Obstruct Pulmon Dis"},{"issue":"4","key":"zoi250006r69","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.8565","article-title":"Characteristics and health care utilization of patients with housing insecurity in the ED.","volume":"7","author":"Ball","year":"2024","journal-title":"JAMA Netw Open"},{"issue":"9","key":"zoi250006r70","doi-asserted-by":"publisher","first-page":"1935","DOI":"10.2105\/AJPH.2015.302737","article-title":"Predictive modeling and concentration of the risk of suicide: implications for preventive interventions in the US Department of Veterans Affairs.","volume":"105","author":"McCarthy","year":"2015","journal-title":"Am J Public Health"},{"issue":"1","key":"zoi250006r71","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1146\/annurev-biodatasci-122220-110053","article-title":"Developing and implementing predictive models in a learning healthcare system: traditional and artificial intelligence approaches in the Veterans Health Administration.","volume":"5","author":"Atkins","year":"2022","journal-title":"Annu Rev Biomed Data Sci"},{"key":"zoi250006r25","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/978-3-319-26633-6_12","volume-title":"Modern Statistical Methods for HCI. Human\u2013Computer Interaction Series","author":"Oberski","year":"2016"},{"key":"zoi250006r33","volume-title":"VA\/DoD Clinical Practice Guideline for Assessment and Management of Patients at Risk for Suicide","author":"The Assessment and Management of Suicide Risk Work Group","year":"2019"},{"key":"zoi250006r1","unstructured":"VA Office of Mental Health and Suicide Prevention. 2024 National Veteran Suicide Prevention Annual Report: part 2 of 2\u2014report findings. December 2024. Accessed January 22, 2025. https:\/\/www.mentalhealth.va.gov\/docs\/data-sheets\/2024\/2024-Annual-Report-Part-2-of-2_508.pdf"},{"key":"zoi250006r7","unstructured":"Ullman? K, Landsteiner? A, Linskens? E, . Risk and protective factors across socioecological levels of risk for suicide: an evidence map. August 2021. Accessed January 22, 2025. https:\/\/www.ncbi.nlm.nih.gov\/books\/NBK575587\/"},{"key":"zoi250006r19","unstructured":"VA Office of Mental Health and Suicide Prevention. 2024 National Veteran Suicide Prevention Annual Report: part 1 of 2\u2014in-depth reviews. December 2024. Accessed January 22, 2025. https:\/\/www.mentalhealth.va.gov\/docs\/data-sheets\/2024\/2024-Annual-Report-Part-1-of-2_508.pdf"},{"key":"zoi250006r20","unstructured":"Department of Veterans Affairs. National strategy for preventing veteran suicide: 2018\u20132028. 2018. Accessed January 22, 2025. https:\/\/www.mentalhealth.va.gov\/suicide_prevention\/docs\/Office-of-Mental-Health-and-Suicide-Prevention-National-Strategy-for-Preventing-Veterans-Suicide.pdf"},{"key":"zoi250006r21","unstructured":"White House. Reducing military and veteran suicide: advancing a comprehensive, cross-sector, evidence-informed public health strategy. 2021. Accessed January 2023. https:\/\/bidenwhitehouse.archives.gov\/wp-content\/uploads\/2021\/11\/Military-and-Veteran-Suicide-Prevention-Strategy.pdf"},{"key":"zoi250006r36","unstructured":"US Department of Agriculture Economic Research Service. Rural-urban commuting area codes. Accessed June 24, 2024. https:\/\/www.ers.usda.gov\/data-products\/rural-urban-commuting-area-codes\/"},{"key":"zoi250006r41","unstructured":"Linzer? D, Lewis? J. poLCA: Polytomous variable latent class analysis. April 25, 2022. Accessed June 24, 2024. https:\/\/cran.r-project.org\/web\/packages\/poLCA\/index.html"},{"key":"zoi250006r42","unstructured":"Arel-Bundock? V, Greifer? N, Bacher? E. marginaleffects: Predictions, comparisons, slopes, marginal means, and hypothesis tests. June 14, 2024. Accessed June 24, 2024. https:\/\/cran.r-project.org\/web\/packages\/marginaleffects\/index.html"},{"key":"zoi250006r67","unstructured":"VA Office of Mental Health and Suicide Prevention. 2023 National Veteran Suicide Prevention Annual Report. November 2023. Accessed January 22, 2025. https:\/\/www.mentalhealth.va.gov\/docs\/data-sheets\/2023\/2023-National-Veteran-Suicide-Prevention-Annual-Report-FINAL-508.pdf"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2830836\/bui_2025_oi_250006_1740155876.54798.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,4]],"date-time":"2025-03-04T16:30:41Z","timestamp":1741105841000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2830836"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,4]]},"references-count":71,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,3,3]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2025.0061","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3,4]]}}}