Association of patient and health care organization factors with incidental nodule guidelines adherence: A multi-system observational study.

BACKGROUND: Health care organizations are increasingly developing systems to ensure patients with pulmonary nodules receive guideline-adherent care. Our goal was to determine patient and organization factors that are associated with radiologist adherence as well as clinician and patient concordance to 2005 Fleischner Society guidelines for incidental pulmonary nodule follow-up. MATERIALS: Trained researchers abstracted data from the electronic health record from two Veterans Affairs health care systems for patients with incidental pulmonary nodules as identified by interpreting radiologists from 2008 to 2016. METHODS: We classified radiology reports and patient follow-up into two categories. Radiologist-Fleischner Adherence was the agreement between the radiologist's recommendation in the computed tomography report and the 2005 Fleischner Society guidelines. Clinician/Patient-Fleischner Concordance was agreement between patient follow-up and the guidelines. We calculated multivariable-adjusted predicted probabilities for factors associated with Radiologist-Fleischner Adherence and Clinician/Patient-Fleischner Concordance. RESULTS: Among 3150 patients, 69% of radiologist recommendations were adherent to 2005 Fleischner guidelines, 4% were more aggressive, and 27% recommended less aggressive follow-up. Overall, only 48% of patients underwent follow-up concordant with 2005 Fleischner Society guidelines, 37% had less aggressive follow-up, and 15% had more aggressive follow-up. Radiologist-Fleischner Adherence was associated with Clinician/Patient-Fleischner Concordance with evidence for effect modification by health care system. CONCLUSION: Clinicians and patients seem to follow radiologists' recommendations but often do not obtain concordant follow-up, likely due to downstream differential processes in each health care system. Health care organizations need to develop comprehensive and rigorous tools to ensure high levels of appropriate follow-up for patients with pulmonary nodules.

Patients' Perspectives on Discontinuing Buprenorphine for the Treatment of Opioid Use Disorder.

OBJECTIVES: Buprenorphine and other medications for opioid use disorder (OUD) are recommended as standard of care in the treatment of OUD and are associated with positive health and addiction-related outcomes. Despite benefits, discontinuation is common, with half of patients discontinuing in the first year of treatment. Addressing OUD is a major clinical priority, yet little is known about the causes of medication discontinuation from the patient perspective. METHODS: From March 2021 to April 2022, we conducted qualitative interviews with patients who had discontinued buprenorphine for the treatment of OUD within the past 12 months. Eligible participants were selected from 2 Veterans Health Administration Health Care Systems in Oregon. Coding and analysis were guided by conventional qualitative content analysis. RESULTS: Twenty participants completed an interview; 90% were White and 90% were male, and the mean age was 54.2 years. Before discontinuation, participants had received buprenorphine for 8.3 months on average (range, 1-40 months); 80% had received buprenorphine for less than 12 months. Qualitative analysis identified the following themes relating to discontinuation: health system barriers (eg, logistical hurdles, rules and policy violations), medication effects (adverse effects; attributed adverse effects, lack of efficacy in treating chronic pain) and desire for opioid use. Patient description of decisions to discontinue buprenorphine could be multicausal, reflecting provider or system-level barriers in interaction with patient complexity or medication ambivalence. CONCLUSIONS: Study results identify several actionable ways OUD treatment could be modified to enhance patient retention.

Cranial cruciate ligament disease is perceived to be prevalent and is misunderstood in field trial sport.

OBJECTIVE: Cranial cruciate ligament disease (CCLD) is the most prevalent orthopedic problem in canines, affecting 3% to 5% of dogs, causing stifle instability, mobility dysfunction, and pain. The objective of this study was to evaluate the American Kennel Club field trial community's knowledge of CCLD and estimate its perceived prevalence within this population. SAMPLE: 401 field trial participants responded, with 701 field trial canines reported. METHODS: A survey instrument was emailed to a population of Retriever field trial participants to collect information on perceptions and experience with CCLD and current canine participants. Analyses included descriptive statistics, multiple logistic regression, and χ2 tests (significant at P < .05). RESULTS: The majority of respondents appropriately identified the connection between genetics and CCLD (69%). There was under-recognition (6%) of the degenerative nature of the disease, with 61% inappropriately identifying trauma as the major cause. Respondents also indicated that a CCLD diagnosis in a dog's sibling or offspring affected their breeding decisions less than a diagnosis in their parents, indicating a misunderstanding of genetics. More than half of respondents indicated prior experiences with CCLD. The reported occurrence of CCLD was found to be 12% (72/610) in field trial Labrador Retrievers. CLINICAL RELEVANCE: There is a lack of knowledge in the field trial community regarding CCLD. This population showed a higher owner-perceived occurrence of CCLD compared to data collected from medical records. Further investigation is warranted to validate the true prevalence of CCLD in field trial Retrievers.

Associations between nonfatal firearm injuries and risk of subsequent suicide among Veteran VA users: A retrospective cohort study.

BACKGROUND: Suicide is a leading cause of death in the United States, particularly among Veterans. Nonfatal firearm injuries may indicate subsequent risk of suicide and, thus, provide important opportunities for prevention in emergency departments and other health care settings. We used a retrospective cohort design to analyze associations between nonfatal firearm injuries and subsequent suicide among all Veterans who used U.S. Department of Veterans Affairs (VA) health care, nationally, between 2010 and 2019. METHODS: We linked VA health care and mortality data to identify VA users, nonfatal firearm injuries, and deaths. International Classification of Diseases (ICD)-10th Revision cause-of-death codes were used to identify suicides. Veterans' firearm injuries and their intent were categorized using cause-of-injury codes from the ICD Clinical Modification-9th and 10th Revisions systems. Using bivariable and multivariable regression, we estimated risk of subsequent suicide among Veterans with, versus without, nonfatal firearm injuries. Among Veterans with nonfatal firearm injuries, we examined characteristics associated with subsequent suicide; electronic health record (chart) reviews explored documentation about firearm access among those who died. RESULTS: Among 9,817,020 VA-using Veterans, 11,503 experienced nonfatal firearm injuries (64.9% unintentional, 12.3% intentional self-harm, 18.5% assault). Of these, 69 (0.6%) subsequently died by suicide (42 involving firearms). The odds of subsequent suicide among Veterans with, versus without, nonfatal firearm injuries were 2.4 (95% confidence interval 1.9-3.0); odds were only slightly attenuated in multivariable modeling. Among Veterans with nonfatal firearm injuries, those with depression or substance use disorder diagnoses had twice the odds of subsequent suicide than those without. Chart reviews identified small proportions of suicide decedents who were assessed for (21.7%), and/or counseled about (15.9%), firearm access. CONCLUSIONS: Findings suggest that Veterans' nonfatal firearm injuries, regardless of injury intent, may be important but underutilized opportunities for suicide prevention. Future work should explore mechanisms to reduce risk among these patients.

Use of Veterans Health Administration Structured Data to Identify Patients Eligible for Lung Cancer Screening.

INTRODUCTION: Lung cancer screening (LCS) uptake is low. Assessing patients' cigarette pack-years and years since quitting is challenging given the lack of documentation in structured electronic health record data. MATERIALS AND METHODS: We used a convenience sample of patients with a chest CT scan in the Veterans Health Administration. We abstracted data on cigarette use from electronic health record notes to determine LCS eligibility based on the 2021 U.S. Preventive Services Task Force age and cigarette use eligibility criteria. We used these data as the "ground truth" of LCS eligibility to compare them with structured data regarding tobacco use and a COPD diagnosis. We calculated sensitivity and specificity as well as fast-and-frugal decision trees. RESULTS: For 50-80-year-old veterans identified as former or current tobacco users, we obtained 94% sensitivity and 47% specificity. For 50-80-year-old veterans identified as current tobacco users, we obtained 59% sensitivity and 79% specificity. Our fast-and-frugal decision tree that included a COPD diagnosis had a sensitivity of 69% and a specificity of 60%. CONCLUSION: These results can help health care systems make their LCS outreach efforts more efficient and give administrators and researchers a simple method to estimate their number of possibly eligible patients.

Access to Medications for Opioid Use Disorder in Rural Versus Urban Veterans Health Administration Facilities.

BACKGROUND: For patients with opioid use disorder (OUD), medications for OUD (MOUD) reduce morbidity, mortality, and return to use. Nevertheless, a minority of patients receive MOUD, and underutilization is pronounced among rural patients. OBJECTIVE: While Veterans Health Administration (VHA) initiatives have improved MOUD access overall, it is unknown whether access has improved in rural VA health systems specifically. How "Community Care," healthcare paid for by VHA but received from non-VA providers, has affected rural access is also unknown. DESIGN: Data for this observational study were drawn from the VHA Corporate Data Warehouse. Facility rurality was defined by rural-urban commuting area code of the primary medical center. International Classification of Diseases codes identified patients with OUD within each year, 2015-2020. We included MOUD (buprenorphine, methadone, extended-release naltrexone) received from VHA or paid for by VHA but received at non-VA facilities through Community Care. We calculated average yearly MOUD receipt; linear regression of outcomes on study years identified trends; an interaction between year and rural status evaluated trend differences over time. PARTICIPANTS: All 129 VHA Health Systems, a designation that encompasses one or more medical centers and their affiliated community-based outpatient clinics MAIN MEASURES: The average proportion of patients diagnosed with OUD that receive MOUD within rural versus urban VHA health care systems. KEY RESULTS: From 2015 to 2020, MOUD access increased substantially: the average proportion of patients receiving MOUD increased from 34.6 to 48.9%, with a similar proportion of patients treated with MOUD in rural and urban systems in all years. Overall, a small proportion (1.8%) of MOUD was provided via Community Care, and Community Care did not disproportionately benefit rural health systems. CONCLUSIONS: Strategies utilized by VHA could inform other health care systems seeking to ensure that, regardless of geographic location, all patients are able to access MOUD.

The impact of COVID-19 on access to canine integrative medical care in Michigan, USA, and Ontario and British Columbia, Canada.

OBJECTIVE: To determine the effects of the COVID-19 associated restrictions on the ability of owners in Michigan (MI), USA versus Ontario (ON) and British Columbia (BC), Canada, to obtain care for their chronically painful dogs. STUDY DESIGN: Cross-sectional survey. POPULATION: A total of 90 owners met the inclusion criteria for the study. METHODS: An anonymous electronic survey was distributed to owners at four veterinary integrative medicine (IM) clinics during July and August 2020. Two clinics in MI and one each in ON and BC were recruited. Owners were asked about availability of IM care preceding and during COVID-19 restrictions and their opinions of the impact of COVID-19 on their dog's health. The survey asked where owners sought care for their dogs, types of chronic conditions treated, therapeutic modalities used, and if owners had a medical background. Comparisons were made within and between groups. Thematic analysis, Fisher's exact test, chi-square analyses, McNemar's and Wilcoxon signed-rank tests for paired comparisons were performed (p < 0.05). RESULTS: During COVID-19 restrictions, access to IM care was better for dogs in ON and BC than in MI (p < 0.001). The negative effect of the pandemic restrictions to IM care on quality of life was perceived greater by owners in MI than those in ON and BC (p < 0.001). The owners' medical backgrounds had no effect on attempts to access care during this time (p = 0.76). CONCLUSIONS AND CLINICAL RELEVANCE: The results suggest that a widespread disease in humans had an adverse impact on animal welfare. Providers of veterinary care should use this experience to establish protocols to ensure continuity of care for chronically painful animals in the event of a similar situation in the future.

The Chain of Adherence for Incidentally Detected Pulmonary Nodules after an Initial Radiologic Imaging Study: A Multisystem Observational Study.

Rationale: Millions of people are diagnosed with incidental pulmonary nodules every year. Although most nodules are benign, it is universally recommended that all patients be assessed to determine appropriate follow-up and ensure that it is obtained. Objectives: To determine the degree of concordance and adherence to 2005 Fleischner Society guidelines among radiologists, clinicians, and patients at two Veterans Affairs healthcare systems with incidental nodule tracking systems. Methods: Trained researchers abstracted data from the electronic health records of patients with incidental pulmonary nodules as identified by interpreting radiologists from 2008 to 2016. We classified radiology reports and patient follow-up into three categories. Radiologist-Fleischner adherence was the agreement between the radiologist's recommendation in the computed tomography (CT) report and the 2005 Fleischner Society guidelines. Clinician/patient-Fleischner concordance was agreement between patient follow-up and the guidelines. Clinician/patient-radiologist adherence was agreement between the radiologist's recommendation and patient follow-up. We evaluated whether the recommendation or follow-up was more (e.g., sooner) or less (e.g., later) aggressive than recommended. Results: After exclusions, 4,586 patients with 7,408 imaging tests (n = 4,586 initial chest CT scans; n = 2,717 follow-up chest CT scans; n = 105 follow-up low-dose CT scans) were included. Among radiology reports that could be classified in terms of Fleischner Society guidelines (n = 3,150), 80% had nonmissing radiologist recommendations. Among those reports, radiologist-Fleischner adherence was 86.6%, with 4.8% more aggressive and 8.6% less aggressive. Among patients whose initial scans could be classified, clinician/patient-Fleischner concordance was 46.0%, 14.5% were more aggressive, and 39.5% were less aggressive. Clinician/patient-radiologist adherence was 54.3%. Veterans whose radiology reports were adherent to Fleischner Society guidelines had a substantially higher proportion of clinician/patient-Fleischner concordance: 52.0% concordance among radiologist-Fleischner adherent versus 11.6% concordance among radiologist-Fleischner nonadherent. Conclusions: In this multi-health system observational study of incidental pulmonary nodule follow-up, we found that radiologist adherence to 2005 Fleischner Society guidelines may be necessary but not sufficient. Our results highlight the many facets of care processes that must occur to achieve guideline-concordant care.

Perioperative Management of Buprenorphine/Naloxone in a Large, National Health Care System: a Retrospective Cohort Study.

BACKGROUND: Medication for opioid use disorder, including buprenorphine and methadone, is considered the gold standard treatment for opioid use disorder (OUD). As the number of patients receiving buprenorphine has grown, clinicians increasingly care for patients prescribed buprenorphine who present for surgery and require management of perioperative pain. OBJECTIVE: To describe practice patterns of perioperative and post-surgical use of buprenorphine among patients prescribed buprenorphine for OUD who experience major surgery. DESIGN: Retrospective cohort study utilizing data from the VA Corporate Data Warehouse (CDW), a national repository of patient-level data. Data not accessible in CDW, including clinical instructions to patients to modify buprenorphine dose, were accessed via chart review. PARTICIPANTS: National sample of patients receiving care through the Veterans Health Administration. MAIN MEASURES: We report descriptive statistics on the incidence of buprenorphine dose hold prior to, during, and immediately following surgery, as well as post-surgical outcomes. Multivariable logistic regression identified socio-demographic and clinical characteristics associated with perioperative hold. KEY RESULTS: Our final sample comprised 183 patients, the majority of whom were white and male. Most patients (66%) experienced a perioperative buprenorphine dose hold: during the pre-operative, day of surgery, and post-operative periods, 40%, 62%, and 55% of patients had buprenorphine held. Buprenorphine dose hold was less likely for patients who had experienced homelessness/housing insecurity in the year prior to surgery (aOR = 0.25; 95% CI 0.10-0.61) as well as patients residing in rural areas (aOR=0.29; 0.12-0.68). Within the 12-month period following surgery, 122 patients (67%) were retained on buprenorphine, 10 patients (5.5%) had experienced an overdose, and 15 (8.2%) had died. CONCLUSIONS: We identified high rates of perioperative buprenorphine dose holds. As holding buprenorphine perioperatively does not align with emerging clinical recommendations and carries significant risks, educational campaigns or other provider-targeted interventions may be needed to ensure patients with OUD receive recommended care.

Heart Rate Changes Before, During, and After Treadmill Walking Exercise in Normal Dogs.

In dogs, changes in heart rate (HR) can reflect conditioning, fear, anticipation, and pain; however, these are not routinely assessed in veterinary rehabilitation patients. Knowing the expected HR changes during rehabilitation exercises can guide protocols and can optimize post-operative therapy. The primary objectives of the study were to assess HR in dogs undergoing treadmill exercise (TE) during the walk and to compare the three collection techniques of HR, namely, auscultation, a HR monitor (HR MONITOR), and a Holter monitor (HOLTER). We hypothesized that the HR would increase by 20% during TE, that HR taken after TE would not be the same as the HR during TE, and that all methods of measurement would have good agreement. HR was recorded in all methods simultaneously, in eight adult healthy large breed dogs during rest (REST), immediately before TE (PRE), during TE (WALK), and 15 and 60 s after TE (POST-15, POST-60). Statistical analyses included Spearman and Pearson correlations, Bland-Altman analyses, and a repeated measures ANOVA with Sidak's post-hoc test (significant at value of p < 0.05). Increased HR was reflected in TE during WALK, and elevations in HR during WALK were not reflected in POST timepoints. Auscultation was also not possible during WALK. Significant moderate-to-strong correlations existed among all monitoring options at each of the timepoints (rho range = 0.5-0.9, p < 0.05). There were no correlations between peak HR and age or weight. The main limitation of this study is that only healthy and large breed dogs were used. Both monitors captured the increase in HR during exercise and could guide TE regimens to minimize patient risk of injury and to maximize training effectiveness.

Associations of Pain Numeric Rating Scale Scores Collected during Usual Care with Research Administered Patient Reported Pain Outcomes.

OBJECTIVE: The purpose of this study is to examine the extent to which numeric rating scale (NRS) scores collected during usual care are associated with more robust and validated measures of pain, disability, mental health, and health-related quality of life (HRQOL). DESIGN: We conducted a secondary analysis of data from a prospective cohort study. SUBJECTS: We included 186 patients with musculoskeletal pain who were prescribed long-term opioid therapy. SETTING: VA Portland Health Care System outpatient clinic. METHODS: All patients had been screened with the 0-10 NRS during routine outpatient visits. They also completed research visits that assessed pain, mental health and HRQOL every 6 months for 2 years. Accounting for nonindependence of repeated measures data, we examined associations of NRS data obtained from the medical record with scores on standardized measures of pain and its related outcomes. RESULTS: NRS scores obtained in clinical practice were moderately associated with pain intensity scores (B's = 0.53-0.59) and modestly associated with pain disability scores (B's = 0.33-0.36) obtained by researchers. Associations between pain NRS scores and validated measures of depression, anxiety, and health related HRQOL were low (B's = 0.09-0.26, with the preponderance of B's < .20). CONCLUSIONS: Standardized assessments of pain during usual care are moderately associated with research-administered measures of pain intensity and would be improved from the inclusion of more robust measures of pain-related function, mental health, and HRQOL.

Opioid Agonist Therapy During Hospitalization Within the Veterans Health Administration: a Pragmatic Retrospective Cohort Analysis.

BACKGROUND: Hospitalization of patients with opioid use disorder (OUD) is increasing, yet little is known about opioid agonist therapy (OAT: methadone and buprenorphine) administration during admission. OBJECTIVE: Describe and examine patient- and hospital-level characteristics associated with OAT receipt during hospitalization in the Veterans Health Administration (VHA). PARTICIPANTS: A total of 12,407 unique patients, ≥ 18 years old, with an OUD-related ICD-10 diagnosis within 12 months prior to or during index hospitalization in fiscal year 2017 from 109 VHA hospitals in the continental U.S. MAIN MEASURE: OAT received during hospitalization. KEY RESULTS: Few admissions received OAT (n = 1914; 15%) and when provided it was most often for withdrawal management (n = 834; 7%). Among patients not on OAT prior to admission who survived hospitalization (n = 10,969), 2.0% (n = 203) were newly initiated on OAT with linkage to care after hospital discharge. Hospitals varied in the frequency of OAT delivery (range, 0 to 43% of qualified admissions). Patients with pre-admission OAT (adjusted odds ratio [AOR] = 15.30; 95% CI [13.2, 17.7]), acute OUD diagnosis (AOR = 2.3; 95% CI [1.99, 2.66]), and male gender (AOR 1.52; 95% CI [1.16, 2.01]) had increased odds of OAT receipt. Patients who received non-OAT opioids (AOR 0.53; 95% CI [0.46, 0.61]) or surgical procedures (AOR 0.75; 95% CI [0.57, 0.99]) had decreased odds of OAT receipt. Large-sized (AOR = 2.0; 95% CI [1.39, 3.00]) and medium-sized (AOR = 1.9; 95% CI [1.33, 2.70]) hospitals were more likely to provide OAT. CONCLUSIONS: In a sample of VHA inpatient medical admissions, OAT delivery was infrequent, varied across the health system, and was associated with specific patient and hospital characteristics. Policy and educational interventions should promote hospital-based OAT delivery.

Validity of Veterans Health Administration structured data to determine accurate smoking status.

We compared smoking status from Veterans Health Administration (VHA) structured data with text in electronic health record (EHR) to assess validity. We manually abstracted the smoking status of 5,610 VHA patients. Only those with a smoking status found in both EHR text data and VHA structured data were included (n=5,289). We calculated agreement and kappa statistics to compare structured data vs. manually abstracted EHR text smoking status. We found a kappa statistic of 0.70 and total agreement of 81.1% between EHR text data and structured data for Current, Former, and Never smoking categories. Comparing EHR text data and structured data between Never and Ever smokers revealed a kappa statistic of 0.62 and total agreement of 89.1%. For comparison between Current and Never/Former smokers, the kappa statistic was 0.80 and total agreement was 90.2%. We found substantial and significant agreement between smoking status in EHR text data and structured data that may aid in future research.

Association of a Multisite Interprofessional Education Initiative With Quality of Primary Care.

Importance: Studies have shown that interprofessional education (IPE) improves learner proficiencies, but few have measured the association of IPE with patient outcomes, such as clinical quality. Objective: To estimate the association of a multisite IPE initiative with quality of care. Design, Setting, and Participants: This study used difference-in-differences analysis of US Department of Veterans Affairs (VA) electronic health record data from July 1, 2008, to June 30, 2015. Patients cared for by resident clinicians in 5 VA academic primary care clinics that participated in the Centers of Excellence in Primary Care Education (CoEPCE), an initiative designed to promote IPE among physician, nurse practitioner, pharmacist, and psychologist trainees, were compared with patients cared for by resident clinicians in 5 regionally matched non-CoEPCE clinics using data for the 3 academic years (ie, July 1 to June 30) before and 4 academic years after the CoEPCE launch. Analysis was conducted from January 18, 2018, to January 17, 2019. Main Outcomes and Measures: Among patients with diabetes, outcomes included annual hemoglobin A1c, poor hemoglobin A1c control (ie, <9% or unmeasured), and annual renal test; among patients 65 years and older, outcomes included prescription of high-risk medications; among patients with hypertension, outcomes included hypertension control (ie, blood pressure, <140/90 mm Hg); and among all patients, outcomes included timely mental health referrals, primary care mental health integrated visits, and hospitalizations for ambulatory care-sensitive conditions. Results: A total of 44 527 patients contributed 107 686 patient-years; 49 279 (45.8%) were CoEPCE resident patient-years (mean [SD] patient age, 59.3 [15.2] years; 26 206 [53.2%] white; 8073 [16.4%] women; mean [SD] patient Elixhauser comorbidity score, 12.9 [15.1]), and 58 407 (54.2%) were non-CoEPCE resident patient-years (mean [SD] patient age, 61.8 [15.3] years; 43 912 [75.2%] white; 4915 [8.4%] women; mean [SD] patient Elixhauser comorbidity score, 13.8 [15.7]). Compared with resident clinicians who did not participate in the CoEPCE initiative, CoEPCE training was associated with improvements in the proportion of patients with diabetes with poor hemoglobin A1c control (-4.6 percentage points; 95% CI, -7.5 to -1.8 percentage points; P < .001), annual renal testing among patients with diabetes (3.2 percentage points; 95% CI, 0.6 to 5.7 percentage points; P = .02), prescription of high-risk medications among patients 65 years and older (-2.3 percentage points; 95% CI, -4.0 to -0.6 percentage points; P = .01), and timely mental health referrals (1.6 percentage points; 95% CI, 0.6 to 2.6 percentage points; P = .002). Fewer patients cared for by CoEPCE resident clinicians had a hospitalization for an ambulatory care-sensitive condition compared with patients cared for by non-CoEPCE resident clinicians in non-CoEPCE clinics (-0.4 percentage points; 95% CI, -0.9 to 0.0 percentage points; P = .01). Sensitivity analyses with alternative comparison groups yielded similar results. Conclusions and Relevance: In this study, the CoEPCE initiative was associated with modest improvements in quality of care. Implementation of IPE was associated with improvements in patient outcomes and may potentiate delivery system reform efforts.

Impact of hepatitis C treatment on pain intensity, prescription opioid use and arthritis.

OBJECTIVE: To assess the impact of direct acting anti-viral (DAA) therapy for hepatitis C virus (HCV) infection on changes in pain intensity and prescription opioid use among Veterans. METHODS: We conducted a retrospective cohort study of Veterans with HCV who were seen in a rheumatology clinic at least once while receiving DAA therapy between January 1, 2010 and December 31st 2016. Demographic characteristics, HCV status, HCV treatment characteristics, numeric rating scale (NRS) pain scores and opioid prescription data were extracted from the electronic medical record. Pain scores were averaged over 6 months prior to HCV treatment and 6 months after completion of treatment. Prescription opioid dose was converted to a morphine equivalent daily dose (MEDD) and averaged across the two 6-month intervals. Generalized estimating equations were used to model the change in average pain and MEDD from pre- to post-HCV treatment. Effect size was assessed using Cohen's d. RESULTS: A total of 121 Veterans, 91% male with average age of 59 were included. Average pre-treatment pain was 4.4 (SD 2.4). The average reduction in pain scores was 0.6 points (P = 0.02, Cohen's d = 0.22) after treatment. Among 67 patients prescribed chronic opioid therapy at baseline, average pre-treatment MEDD was 52.4 mg (SD = 62.5 mg) and post-DAA treatment average MEDD was 49.5 mg (SD = 69.3 mg), representing a decrease by 2.9 mg (P < 0.01, Cohen's d = 0.14). Opioid dose reduction was seen in 43/67 patients and 12 patients discontinued opioids entirely. CONCLUSION: Among US Veterans, subjective pain scores had modest improvement and opioid prescriptions were mildly reduced following treatment with DAA.

Development of an Algorithm to Identify Cannabis Urine Drug Test Results within a Multi-Site Electronic Health Record System.

With the rapid changes in the legalization of cannabis in the U.S., there is an urgent need to understand clinical outcomes and processes of care among patients who use cannabis, particularly among patients with chronic pain who are high utilizers of cannabis. Electronic health records (EHRs) are a common and convenient mechanism for examining processes of care; however, there is not an indication for cannabis use that does not meet criteria for a diagnostic disorder. We used urine drug test (UDT) results identified through EHRs to identify patients with confirmed cannabis use. We developed and tested an algorithm to identify outcomes of UDT results for cannabis because there is wide variability in reporting methodology, including in multi-site health systems. Among all patients receiving care in the Department of Veterans Affairs (VA) who were prescribed long-term opioid therapy for chronic pain, we identified a random sample who completed UDT for cannabis. Through an iterative process, we developed an algorithm to identify UDT cannabis results. Manual review of EHR data was conducted to verify accuracy of UDT results. The final UDT algorithm correctly identified 99% of cannabis positive UDT results and 100% of cannabis negative UDT results among 200 randomly sampled patients. Study findings suggest a high degree of accuracy for using an algorithm to identify samples of patients with positive cannabis UDT results across multiple institutions with disparate UDT reporting practices. The methodology for testing this algorithm is feasible and may be applied to other multi-site health systems.