Publications by authors named "Evan Carey"

Objectives: Timely retrieval of inferior vena cava (IVC) filters is recommended to reduce complications and optimize outcomes. This study aims to quantify facility-level variation in risk-adjusted IVC filter retrieval across US hospitals and to identify patient- and hospital-level factors associated with nonretrieval.

Methods: Medicare beneficiaries undergoing IVC filter implantation were identified in the 100% claims files for years 2016 to 2020.

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Background: Coronary artery calcium (CAC) is highly predictive of cardiovascular events. Although millions of chest computed tomography (CT) scans are performed annually in the United States, CAC is not routinely quantified from scans done for noncardiac purposes.

Methods: We developed a deep learning algorithm, AI-CAC, using 446 expert segmentations to automatically quantify CAC on noncontrast, nongated CT scans.

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Background: Chronic pain is more prevalent among Veterans than in the general population, and greater social support is linked to better pain outcomes and emotional well-being. For Veterans with chronic pain, social connections can enhance treatment effectiveness, while for those on long-term opioid therapy (LTOT), support may also facilitate pain management and opioid tapering.

Objective: To explore the relationship between self-reported companionship and changes in pain and opioid dosage among Veterans with chronic pain prescribed LTOT.

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Objectives: The present study aimed to analyze the effects of the use of a digital wellness device on improving sleep through reducing environmental noise.

Methods: Fifty-five self-reported light or moderate sleepers with difficulty falling or staying asleep due to environmental noise participated in the study. Objective sleep architecture data were collected via a wireless electroencephalogram (EEG) sleep monitor and subjective data were obtained through analysis of daily sleep diaries and responses to study-specific user experience surveys.

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Objective: To assess whether Whole Health, a system of care that emphasizes non-pharmacological approaches for chronic pain management, is associated with changes in downstream utilization of invasive pain treatment procedures.

Methods: Longitudinal retrospective cohort analysis of VHA administrative data. A total of 53,412 Veterans with chronic pain were identified between April and September 2018, with 584 initiating Whole Health and 3794 initiating a complementary and integrative health (CIH) therapy independent of Whole Health (CIH-only).

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Rodriguez-Nava . present a proof-of-concept study evaluating the use of a secure large language model (LLM) approved for healthcare data for retrospective identification of a specific healthcare-associated infection (HAI)-central line-associated bloodstream infections-from real patient data for the purposes of surveillance. This study illustrates a promising direction for how LLMs can, at a minimum, semi-automate or streamline HAI surveillance activities.

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Purpose: Observational studies suggest circulating tumor human papillomavirus (HPV) DNA may facilitate early detection of recurrent HPV-positive oropharynx cancer. We prospectively investigated whether biomarker-guided surveillance detects recurrence earlier than the standard-of-care methods.

Patients And Methods: We enrolled patients evaluated for HPV-positive oropharynx cancer at a single center from November, 2020, to April, 2023, undergoing curative-intent treatment in a single-arm cohort study.

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Natural language processing (NLP) is a burgeoning field of machine learning/artificial intelligence that focuses on the computational processing of human language. Researchers and clinicians are using NLP methods to advance the field of medicine in general and in heart failure (HF), in particular, by processing vast amounts of previously untapped semi-structured and unstructured textual data in electronic health records. NLP has several applications to clinical research, including dramatically improving processes for cohort assembly, disease phenotyping, and outcome ascertainment, among others.

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Background: Chronic pain and problematic substance use are prevalent among Veterans with homeless experience (VHE) and may contribute to a challenging primary care experience.

Objective: To examine the association of chronic pain and problematic substance use with unfavorable primary care experiences among VHE and to explore the association of pain treatment utilization and unfavorable care experiences in VHE with chronic pain.

Methods: We surveyed VHE (n = 3039) engaged in homeless-tailored primary care at 29 Veterans Affairs Medical Centers (VAMCs).

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Background And Objective: COVID-19 led to an unprecedented reliance on virtual modalities to maintain care continuity for patients living with chronic pain. We examined whether there were disparities in virtual specialty pain care for racial-ethnic minority groups during COVID-19.

Design And Participants: This was a retrospective national cohort study with two comparison groups: primary care patients with chronic pain seen immediately prior to COVID-19 (3/1/19-2/29/20) (N = 1,649,053) and a cohort of patients seen in the year prior (3/1/18-2/28-19; n = 1,536,954).

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Background: Information and communication technologies (ICTs) improve quality and efficiency of healthcare, but effective practices for implementing new ICTs are unknown. From 2019 to 2021, the Veterans Health Administration (VHA) implemented FLOW3, an ICT that facilitates prosthetic limb care. The goal of this study was to compare the impact of two facilitation strategies on FLOW3 adoption, implementation, and sustainment.

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Background: Blood transfusions can serve as a life-saving treatment, but inappropriate blood product transfusions can result in patient harm and excess costs for health systems. Despite published evidence supporting restricted packed red blood cell (pRBC) usage, many providers transfuse outside of guidelines. Here, we report a novel prospective, randomized control trial to increase guideline-concordant pRBC transfusions comparing three variations of clinical decision support (CDS) in the electronic health record (EHR).

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Background: Among hospitalized US Veterans, the rate of non-ventilator associated hospital acquired pneumonia (NV-HAP) decreased between 2015 and 2020 then increased following the onset of 2019-nCoV (COVID-19).

Methods: Veterans admitted to inpatient acute care for ≥48 hours at 135 Department of Veterans Affairs Medical Centers between 2015 and 2021 were identified (n = 1,567,275). Non-linear trends in NV-HAP incidence were estimated using generalized additive modeling, adjusted for seasonality and patient risk factors.

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Importance: Circulating tumor tissue-modified viral (TTMV) human papillomavirus (HPV) DNA is a dynamic, clinically relevant biomarker for HPV-positive oropharyngeal squamous cell carcinoma. Reasons for its wide pretreatment interpatient variability are not well understood.

Objective: To characterize clinicopathologic factors associated with TTMV HPV DNA.

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Randomized clinical trials have not demonstrated a survival benefit with percutaneous coronary intervention in stable ischemic heart disease (SIHD). We evaluated the generalizability of the COURAGE (Clinical Outcomes Utilizing Revascularization and Aggressive Drug Evaluation) trial findings to the broader population of veterans with SIHD. Veterans who underwent coronary angiography between 2005 and 2013 for SIHD were identified from the Veterans Affairs Clinical Assessment, Reporting and Tracking Program (VA CART).

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Importance: Since 2014, when Congress passed the Veterans Access Choice and Accountability (Choice) Act (replaced in 2018 with the more comprehensive Maintaining Internal Systems and Strengthening Integrated Outside Networks [MISSION] Act), the Department of Veterans Affairs (VA) has been paying for US veterans to receive increasing amounts of care in the private sector (non-VA care or VA community care). However, little is known about the implications of these legislative changes for the VA system.

Objective: To describe the implications for the VA system of recent increases in VA-financed non-VA care.

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Background: Hospital-acquired conditions (HACs) are increasingly scrutinized as markers of hospital quality and are subject to increasing regulatory and financial pressure. Despite this, there is little evidence that HACs are associated with poor outcomes in traumatically injured patients, or that lower HAC rates are a marker of a better quality of care. Our study compares mortality rates in hospitals with high versus low rates of HAC.

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Objectives: To compare patient-reported outcomes for veterans with limited access to Department of Veterans Affairs (VA) mental health services referred to the Veterans Community Care Program (VCCP) or regional telehealth Clinical Resource Hubs-Mental Health (CRH-MH).

Data Sources: This national evaluation used secondary data from the VA Corporate Data Warehouse, chart review, and primary data collected by baseline survey between October 8, 2019 and May 27, 2020 and a 4-month follow-up survey.

Study Design: A quasi-experimental longitudinal study design was used to sample 545 veterans with VCCP or CRH-MH referrals for new treatment episodes.

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Background: Non-ventilator associated hospital acquired pneumonia (NV-HAP) affects approximately 1 in 100 hospitalized patients yet risk-adjusted outcomes associated with developing NV-HAP are unknown.

Methods: Retrospective cohort study with propensity score matched populations (NV-HAP vs no NV-HAP), using ICD-10 codes for bacterial pneumonia not present on admission. Outcomes included the patient level probability of NV-HAP developing among acute care non-transfer admissions in 133 Veterans Affairs hospitals and subsequent mortality, length of stay, inpatient sepsis, and 12-month costs.

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Background: The relationship between vitamin D status and COVID-19-related clinical outcomes is controversial. Prior studies have been conducted in smaller, single-site, or homogeneous populations limiting adjustments for social determinants of health (race/ethnicity and poverty) common to both vitamin D deficiency and COVID-19 outcomes.

Objective: To evaluate the dose-response relationship between continuous 25(OH)D and risk for COVID-19-related hospitalization and mortality after adjusting for covariates associated with both vitamin D deficiency and COVID-19 outcomes.

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Among 1,635,711 Veteran acute care admissions (FY2016-2020), the risk of non-ventilator associated hospital acquired pneumonia (NV-HAP) was 1.26 cases per 1,000 hospitalized days and decreased linearly over time with an uptick in cases in the last year coinciding with the onset of the covid-19 pandemic. Veterans who develop NV-HAP experience remarkably higher 30-day and 1-year mortality, longer length of stay, and higher rates of inpatient sepsis.

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In 2020 a group of U.S. healthcare leaders formed the National Organization to Prevent Hospital-Acquired Pneumonia (NOHAP) to issue a call to action to address non-ventilator-associated hospital-acquired pneumonia (NVHAP).

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Patients with chronic obstructive pulmonary disease (COPD) and anxiety or depression experience more symptoms and exacerbations than patients without these comorbidities. Failure to provide beneficial COPD therapies to appropriate patients (underuse) and provision of potentially harmful therapies to patients without an appropriate indication (overuse) could contribute to respiratory symptoms and exacerbations. Anxiety and depression are known to affect the provision of health services for other comorbid conditions; therefore, underuse or overuse of therapies may explain the increased risk of severe symptoms among these patients.

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