Multi-task transfer learning for the prediction of entity modifiers in clinical text: application to opioid use disorder case detection.

BACKGROUND: The semantics of entities extracted from a clinical text can be dramatically altered by modifiers, including entity negation, uncertainty, conditionality, severity, and subject. Existing models for determining modifiers of clinical entities involve regular expression or features weights that are trained independently for each modifier. METHODS: We develop and evaluate a multi-task transformer architecture design where modifiers are learned and predicted jointly using the publicly available SemEval 2015 Task 14 corpus and a new Opioid Use Disorder (OUD) data set that contains modifiers shared with SemEval as well as novel modifiers specific for OUD. We evaluate the effectiveness of our multi-task learning approach versus previously published systems and assess the feasibility of transfer learning for clinical entity modifiers when only a portion of clinical modifiers are shared. RESULTS: Our approach achieved state-of-the-art results on the ShARe corpus from SemEval 2015 Task 14, showing an increase of 1.1% on weighted accuracy, 1.7% on unweighted accuracy, and 10% on micro F1 scores. CONCLUSIONS: We show that learned weights from our shared model can be effectively transferred to a new partially matched data set, validating the use of transfer learning for clinical text modifiers.

User Experience of Access to Sexual Assault Nurse Examiner and Emergency Contraception in Emergency Departments in the United States: A National Survey.

Background: Despite the prevalence of sexual assault presentations to emergency departments (ED) in the United States, current access to sexual assault nurse examiners (SANE) and emergency contraception (EC) in EDs is unknown. Methods: In this study we employed a "secret shopper," cross-sectional telephonic survey. A team attempted phone contact with a representative sample of EDs and asked respondents about the availability of SANEs and EC in their ED. Reported availability was correlated with variables including region, urban/rural status, hospital size, faith affiliation, academic affiliation, and existence of legislative requirements to offer EC. Results: Over a two-month period in 2019, 1,046 calls to hospitals were attempted and 960 were completed (91.7% response rate). Of the 4,360 eligible hospitals listed in a federal database, 960 (22.0%) were contacted. Access to SANEs and EC were reported to be available in 48.9% (95% confidence interval [CI] 45.5-52.0) and 42.5% (95% CI 39.4-45.7) of hospitals, respectively. Access to EC was positively correlated with SANE availability. The EDs reporting SANE and EC availability were more likely to be large, rural, and affiliated with an academic institution. Those reporting access to EC were more likely to be in the Northeast and in states with legislative requirements to offer EC. Conclusion: Our results suggest that perceived access to sexual assault services and emergency contraception in EDs in the United States remains poor with regional and legislative disparities. Results suggest disparities in perceived access to EC and SANE in the ED, which have implications for improving ED practices regarding care of sexual assault victims.

Performance of an Electronic Medical Record-based 'Syphilis Flag' in Identifying at-risk Patients in an Emergency Department.

BACKGROUND: The United States (US) has seen a > 40% increase in syphilis cases since 2017. Early disease identification and treatment are crucial. This review sought to identify emergency department (ED) patients at risk for syphilis. METHODS: A 30-day retrospective review was conducted of visits to a single ED. Patient visits were assessed for pre-determined syphilis 'flags' to include history of sexually transmitted infection (STI), current chief complaint (CC) or reason for visit (RFV) keyword(s) suggestive of potential STI, or positive pregnancy test. Flagged charts were assessed for STI testing results within six-months of ED visit. Data was analyzed using chi-square. RESULTS: There were 5537 total patient encounters, resulting in 455 flagged visits from 408 (8.4%) unique individuals, majority female (282, 69.1%; p < .001)), Black (251, 61.5%; p < .001), aged 15-44 (308, 75.5%; p < .001). Chief complaint was the most frequent flag (65.3%) followed by RFV (37.4%), prior STI (31.0%), and pregnancy (12.3%). Syphilis testing data was available for 120 flagged patents; 29 (24.2%) screened positive, including 11 (2.7% of total flagged cohort) with evidence for active infection. Among those, majority were Black (90.9%), male (72.7%), aged 25 to 34 (63.6%); nine (81.8%) had concomitant HIV; in active infection, prior STI flag was most common (72.7%), followed by CC (54.5%) and RFV (45.5%). CONCLUSION: This review demonstrates the performance of an EMR-based 'syphilis risk flag' screener applied to ED patients. Sex- and race-based discrepancies exist in flag rates, which may be reflective of sex- and race-based epidemiologic discrepancies in STI incidence.

Birth cohort-specific consideration in an Emergency Department Hepatitis C Testing Programme: A description of age-related characteristics and outcomes.

The emergency department (ED) has increasingly become an important public health partner in non-targeted hepatitis C virus (HCV) testing and referral to care efforts. HCV has traditionally been an infection associated with the Baby Boomer generation; however, recent exacerbation of the opioid epidemic has resulted in a growing number of younger cohorts, namely Millennials, also impacted by HCV. Examination of this age-related demographic shift, including subsequent linkage success and linkage barriers, from the perspective of an ED-based testing and linkage programme may have implications for future population and health systems interventions. A retrospective descriptive chart review was performed, inclusive of data from August 2015 through December 2020. We compared the quantity of positive HCV screening antibody (Ab) and confirmatory (RNA) tests and further considered linkage rates and correlative demographics (e.g. gender, race). Patient barriers to HCV care linkage (e.g. substance misuse, lack of health insurance, homelessness) were also evaluated. The data set was disaggregated by birth cohort to include Silent Generation (SG) (1928-45), Baby Boomer (BB) (1946-64), Generation X (Gen X) (1965-80), Millennial (1981-96) and Generation Z (1997-2012). Descriptive statistics and chi-square analysis were performed. Overall, 83,817 patients were tested for HCV (50.6% of eligible); 6187 (7.4%) were HCV Ab positive, and 2665 were HCV RNA positive (3.2%). RNA-positive individuals were more likely to be white (70.4%) and male (67.7%); generational distribution was similar (BB 33.3%, Gen X 32.0% and Millennials 32.7%). Amongst Ab-positive patients, white (45.5%), male (47.2%) and Millennial (49.7%) individuals were most likely to be RNA-positive. Overall, 28.1% of the RNA-positive cohort successfully linked to care; linkage to care rates were significantly higher in older generations (38.1% in BB vs. 17.8% in Millennials) (p < .00001). Over 90% were identified as having at least one linkage to care barrier. Younger generations (Gen X and Millennials) were disproportionately impacted by linkage barriers, including incarceration, lack of health insurance, history of mental health and substance use disorders, as well as history of or active injection drug use (IDU) (p < .00001). Older generations (SG and BB) were more likely to be impacted by competing medical comorbidities (p < .00001). The ED population represents a particularly vulnerable, at-risk cohort with a high prevalence of HCV and linkage to care barriers. While past HCV-specific recommendations and interventions have focused on Baby Boomers, this data suggests that younger generations, including Gen X and Millennials, are increasingly affected by HCV and face disparate social risk and social need factors which impede definitive care linkage and treatment.

Emergency-department initiated buprenorphine: Impact on quality of life.

Introduction: Emergency department (ED)-initiated medications for opioid use disorder (MOUD) have emerged as an acute care strategy against the opioid epidemic. When initiated in the outpatient setting, MOUD has been demonstrated to have a positive impact on patients' quality of life (QoL). It is unclear how engagement in ED-initiated MOUD, a novel initiation setting and unique patient cohort, might impact QoL. We sought to describe QoL variables reported by patients engaged in ED-initiated MOUD. Methods: A retrospective observational study of an ED-initiated MOUD program was performed, inclusive of enrollments from July 2019 through February 2022. Participants were interviewed at intake, 3-months, and 6-months, during which QoL indices were measured via Government Performance and Results Act (GPRA) variables. Descriptive statistics and Pearson's Chi-Square analyses were utilized to assess the data. Results: Of 315 participants, majority were white (78.4 %), male (64.4 %), between the ages of 25-44 (74.6 %), and heavily burdened by lack of insurance, homelessness, and unemployment. One hundred forty participants (44.4 % eligible) completed 3-month follow-up and 90 (28.5 %) completed 6-month follow-up. There were no significant demographic differences amongst respondents at 3- and 6-months as compared to intake. Objective QoL variables significantly improved at 3- and 6-months as compared to intake (p < 0.01). Subjective QoL variables also demonstrated significant improvement at follow-up (p < 0.05). Conclusion: ED patients with OUD, eligible for MOUD, may face a number of social and interpersonal variables which heavily impact QoL. ED-initiated MOUD may positively impact subsequent QoL when measured over time.

Sustained virologic response from hepatitis C from an emergency department screening & linkage program: A retrospective review.

INTRODUCTION: The role of the Emergency Department (ED) as a vital constituent in Hepatitis C (HCV) screening has become increasingly evident. A key component of the ED's role in HCV screening is the ability to effectively link HCV-RNA positive patients to definitive, HCV-specific care, to include direct-acting antiviral (DAA) medication with resultant sustained virologic response (SVR). We sought to consider the rate of HCV-specific linkage, DAA initiation, and SVR obtained in HCV patients identified from an ED screening program. METHODS: A retrospective chart review was conducted in February of 2022 of all individuals who participated in an opt-out ED-based HCV screening program between January 2018 and December 2019. Data was disaggregated by race, gender, age/birth cohort, insurance status, and achievement of sustained virologic response (SVR). Bivariate analysis using Pearson's chi-square was utilized to compare outcomes based on insurance status, race, sex, and birth cohort. RESULTS: Of 66,634 individuals screened for HCV during the study period, 885 (1.33%) patients were RNA-positive. Of those individuals, 121 (13.67%) were linked to HCV-specific care. Of those linked, the majority (66.9%) were male, white (66.1%; 33.1% Black), baby boomers or older (53.7%) and publicly insured (57.9%; private insurance 23.1%, self-pay 19%). Among linked patients, 88 (72.7%) started DAA medication. Mirroring linked demographics, majority were male (64.8%), white (64.8%), baby boomers or older (52.3%), and publicly insured (57.6%). White patients initiated on DAA were more likely to obtain SVR (64.9% versus 41.9% Black; p = .04) and uninsured patients were more likely to obtain SVR (82.4% versus 50.7% insured; p = .02). Bivariate consideration of SVR-patients specifically demonstrates that Black patients tended to be older, with significant overrepresentation of Baby boomers (77.5%) as compared to whites (37.5%; p < .0001). Black patients were also more likely to be publicly insured (82.5%) while white patients were more likely to have private insurance (28.8%) or be uninsured (26.3%) than their Black counterparts (12.5% and 5% respectively; p < .05). CONCLUSION: An ED-based HCV screening program can result in successful HCV-specific linkage and care, to include DAA initiation and ultimately, SVR. Among linked patients, specific cohort considerations may demonstrate differences in age and insurance status which may have implications on DAA application and adherence, and therefore, individual ability to achieve SVR.

Feasibility of a Multifaceted Social Emergency Medicine Curriculum for Emergency Medicine Residents.

INTRODUCTION: Emergency physicians are in a unique position to impact both individual and population health needs. Despite this, emergency medicine (EM) residency training lacks formalized education n the social determinants of health (SDoH) and integration of patient social risk and need, which are core components of social EM (SEM). The need for such a SEM-based residency curriculum has been previously recognized; however, there is a gap in the literature related to demonstration and feasibility. In this study we sought to address this need by implementing and evaluating a replicable, multifaceted introductory SEM curriculum for EM residents. This curriculum is designed to increase general awareness related to SEM and to increase ability to identify and intervene upon SDoH in clinical practice. METHODS: A taskforce of EM clinician-educators with expertise in SEM developed a 4.5-hour educational curriculum for use during a single, half-day didactic session for EM residents. The curriculum consisted of asynchronous learning via a podcast, four SEM subtopic lecture didactics, guest speakers from the emergency department (ED) social work team and a community outreach partner, and a poverty simulation with interdisciplinary debrief. We obtained pre- and post- intervention surveys. RESULTS: A total of 35 residents and faculty attended the conference day, with 18 participants completing the immediate post-conference survey and 10 participants completing the two-month delayed, post-conference survey. Post-survey results demonstrated improved awareness of SEM concepts and increased confidence in participants' knowledge of community resources and ability to connect patients to these resources following the curricular intervention (25% pre-conference to 83% post-conference). In addition, post-survey assessment demonstrated significantly heightened awareness and clinical consideration of SDoH among participants (31% pre-conference to 78% post-conference) and increased comfort in identifying social risk in the ED (75% pre-conference to 94% post-conference). Overall, all components of the curriculum were evaluated as meaningful and specifically beneficial for EM training. The ED care coordination, poverty simulation, and the subtopic lectures were rated most meaningful. CONCLUSION: This pilot curricular integration study demonstrates feasibility and the perceived participant value of incorporating a social EM curriculum into EM residency training.

Pregnancy, Opioid Use Disorder and COVID-19: An Evaluation of Acute Care Presentations During a Pandemic.

INTRODUCTION: The opioid epidemic has been exacerbated by the COVID-19 pandemic, resulting in increased acute care opioid-related and overdose visits. We sought to assess how the pandemic may have impacted an obstetric cohort impacted by opioid misuse in the acute care context. METHODS: A retrospective review of acute care presentations of patients with concomitant pregnancy (Z33.1) and opioid-related diagnostic codes (T10 codes and/or F11) was conducted over a 24-month period (pre-COVID = March 2019 through February 2020, post-COVID = March 2020 through February 2021). Descriptive statistics and χ2 analysis of pre- versus post-COVID presentations were performed. RESULTS: A total of 193 individuals, 104 (53.9%) pre- and 89 (46.1%) post-COVID, accounting for 292 total encounters, 160 (54.8%) pre- and 132 (45.2%) post-COVID, were seen for acute care visits ( P = 0.84). Age ( P = 0.15), race ( P = 0.59), and insurance status ( P = 0.17) were similar pre- versus post-COVID. The majority of presentations, pre- (40.4%) and post-COVID (44.9%), were for opioid withdrawal ( P = 0.74). Although post-COVID individuals were more likely to lack prenatal care (48.3% versus 39.4% pre-COVID), this trend was not significant ( P = 0.19). Similar proportions of individuals were affected by pregnancy complications (51.9% pre-, 44.9% post-COVID; P = 0.30). Similar proportions of individuals were affected by adverse pregnancy outcomes (44.2% pre-, 48.3% post-COVID; P = 0.64). CONCLUSION: The COVID-19 pandemic did not have a statistically significant effect on opioid-related acute care presentations or outcomes for obstetric patients. In this acute care cohort, however, opioid misuse had significant general impact on pregnancy complications and outcomes, suggesting unmet needs in this population.

Care of the Postpartum Patient in the Emergency Department: A Systematic Review with Implications for Maternal Mortality.

OBJECTIVE: Approximately one-third of maternal deaths occur postpartum. Little is known about the intersection between the postpartum period, emergency department (ED) use, and opportunities to reduce maternal mortality. The primary objectives of this systematic review are to explore the incidence of postpartum ED use, identify postpartum disease states that are evaluated in the ED, and summarize postpartum ED use by race/ethnicity and payor source. STUDY DESIGN: We searched PubMed, Embase, Cumulative Index of Nursing and Allied Health Literature (CINAHL), ClinicalTrials.gov, Cochrane CENTRAL, Social Services Abstracts, and Scopus from inception to September 19, 2019. Each identified abstract was screened by two authors; the full-text manuscripts of all studies deemed to be potential candidates were then reviewed by the same two authors and included if they were full-text, peer-reviewed articles in the English language with primary patient data reporting care of a female in the ED in the postpartum period, defined as up to 1 year after the end of pregnancy. RESULTS: A total of 620 were screened, 354 records were excluded and 266 full-text articles were reviewed. Of the 266 full-text articles, 178 were included in the systematic review; of these, 108 were case reports. Incidence of ED use by postpartum females varied from 4.8 to 12.2% in the general population. Infection was the most common reason for postpartum ED evaluation. Young females of minority race and those with public insurance were more likely than whites and those with private insurance to use the ED. CONCLUSION: As many as 12% of postpartum women seek care in the ED. Young minority women of lower socioeconomic status are more likely to use the ED. Since approximately one-third of maternal deaths occur in the postpartum period, successful efforts to reduce maternal mortality must include ED stakeholders. This study is registered with the Systematic Review Registration (identifier: CRD42020151126). KEY POINTS: · Up to 12% of postpartum women seek care in the ED.. · One-third of maternal deaths occur postpartum.. · Maternal mortality reduction efforts should include ED stakeholders..

Gender Differences in Emergency Medicine Attending Physician Comments to Residents: A Qualitative Analysis.

Importance: Prior studies have revealed gender differences in the milestone and clinical competency committee assessment of emergency medicine (EM) residents. Objective: To explore gender disparities and the reasons for such disparities in the narrative comments from EM attending physicians to EM residents. Design, Setting, and Participants: This multicenter qualitative analysis examined 10 488 narrative comments among EM faculty and EM residents between 2015 to 2018 in 5 EM training programs in the US. Data were analyzed from 2019 to 2021. Main Outcomes and Measures: Differences in narrative comments by gender and study site. Qualitative analysis included deidentification and iterative coding of the data set using an axial coding approach, with double coding of 20% of the comments at random to assess intercoder reliability (κ, 0.84). The authors reviewed the unmasked coded data set to identify emerging themes. Summary statistics were calculated for the number of narrative comments and their coded themes by gender and study site. χ2 tests were used to determine differences in the proportion of narrative comments by gender of faculty and resident. Results: In this study of 283 EM residents, of whom 113 (40%) identified as women, and 277 EM attending physicians, of whom 95 (34%) identified as women, there were notable gender differences in the content of the narrative comments from faculty to residents. Men faculty, compared with women faculty, were more likely to provide either nonspecific comments (115 of 182 [63.2%] vs 40 of 95 [42.1%]), or no comments (3387 of 10 496 [32.3%] vs 1169 of 4548 [25.7%]; P < .001) to men and women residents. Compared with men residents, more women residents were told that they were performing below level by men and women faculty (36 of 113 [31.9%] vs 43 of 170 [25.3%]), with the most common theme including lack of confidence with procedural skills. Conclusions and Relevance: In this qualitative study of narrative comments provided by EM attending physicians to residents, multiple modifiable contributors to gender disparities in assessment were identified, including the presence, content, and specificity of comments. Among women residents, procedural competency was associated with being conflated with procedural confidence. These findings can inform interventions to improve parity in assessment across graduate medical education.

Race and Other Disparate Demographic Variables Identified Among Emergency Department Boarders.

INTRODUCTION: Emergency department (ED) boarding, the process of holding patients in the ED due to a lack of inpatient beds after the decision is made to admit, has profound consequences. Increased ED boarding times are associated with adverse patient outcomes, including increased mortality. While previous studies have demonstrated racial disparities with regard to ED boarding, current literature lacks insight into discrepancies that may exist among other demographic groups as it pertains to ED boarding. We sought to review ED boarding times differentiated by demographic characteristics. METHODS: We conducted a retrospective review of all ED admissions from an academic ED in the Southeast from April-September 2019. The primary outcome assessed was boarding time, defined as time from decision to admit to ED departure. Patient demographic data including race, gender, and age were collected and analyzed. We performed descriptive statistics and chi-square analyses. RESULTS: The study population included 17,606 patients with a mean age of 56.3. Nearly half (49.8%) of the patients were female. Additionally, 43.8% of patients were Black and 48.6% White. For all admissions, there was no difference in mean boarding time among Black and White patients (5.2 ± 8.8 vs 5.2 ± 8.2 hours, P = 0.11). Among Emergency Severity Index (ESI) level I admissions, Black patients boarded longer than White patients (4.1 ± 0.3 vs 2.7 ± 0.3 hours, P = 0.009). Black patients also boarded significantly longer than White patients for psychiatric admissions (22.7 ± 23.7 vs 18.5 ± 19.4 hours, P <0.05). For all admissions, males boarded longer than females (5.5 ± 8.5 vs 4.9 ± 8.2 hours, P <.0001). Patients older than 75 boarded for less time (3.8 ± 6.2 hours) compared to younger groups (15-24: 6.4 ± 10.8 hours; 25-44: 6.6 ± 10.8; 45-64: 5.0 ± 7.6; and 64-75: 4.7 ± 6.7; all P <.05). CONCLUSION: This analysis demonstrated significant differences in ED boarding times between races among psychiatric and ESI I admissions, gender, and age. This data provides insight into differences in ED boarding times among demographic groups and provides a focal point for examining possible factors contributing to the observed differences.

Hepatitis C active viremia over time in an ED-based testing programme: Impact, disparities and surveillance tool.

Hepatitis C virus (HCV) surveillance is a critical component of a comprehensive strategy to prevent and control HCV infection and HCV-related chronic liver disease. The emergency department (ED) has been increasingly recognized as a vital partner in HCV testing and linkage. We sought to consider active RNA HCV viremia over time in patients participating in an ED-based testing programme as a measure of local HCV surveillance and as a barometer of ED-testing programme impact. We performed a retrospective analysis of individuals participating in our ED-based HCV testing programme between 2015 and 2021. Chi-square tests were used to compare the demographic characteristics of HCV antibody positive tests with active viremia to those without active viremia. Cox proportional hazard models were used to estimate the trend in active viremia risk over time in the overall study population as well as in key subpopulations of interest. Of 5456 HCV antibody positive individuals, 3102 (56.8%) had active viremia. In the overall study population, we found that the risk of active viremia decreased by 4.8% per year during the study period (RR: 0.95, 95% CI: 0.93-0.97|p < .0001). Baby boomers experienced a 9% decrease in active viremia risk per year over the study period while non-baby boomers only had a 2% decrease in risk per year (p = .0009). Compared with insured patients, uninsured patients had a smaller decrease in risk of active HCV viremia per year (p = .003). No significant differences in the risk of active viremia over time were observed for gender (p = .4694) or by primary care provider status (p = .2208). In conclusion, this ED-based testing and linkage programme demonstrates significantly decreased active HCV viremia over time. It also highlights subpopulations, specifically non-baby boomers and uninsured patients, who may benefit from focused interventions to improve access to and adoption of definitive HCV care.

Utilizing Laboratory Results to Identify Emergency Department Patients with Indications for HIV Pre-Exposure Prophylaxis.

People newly diagnosed with HIV often have previous contact with health care professionals, often on multiple occasions, including within emergency departments (EDs). Although EDs have become vital partners in routine screening and linkage to care for persons with HIV, ED engagement in HIV prevention efforts, to include HIV risk assessment and pre-exposure prophylaxis (PrEP) referral, are rare. In this study, we electronically queried the hospital electronic health record (EHR) for ED encounters in 2019 and 2020 for patients who screened negative for HIV (N = 26,914) to identify objective evidence of HIV acquisition risk due to recent sexual behavior (sexually transmitted infection screen positive for chlamydia, syphilis, gonorrhea, or trichomoniasis) or recent injection drug practices (urine drug screen positive for heroin, amphetamines, cocaine, or other opiates). In the reviewed period, we identified 1324 patients (4.92%) at sufficient risk to warrant PrEP referral (i.e., PrEP indications), including 304 (22.96%) due to sexual behavior and 1032 (77.95%) due to potential injection drug use. Notably, among adults with PrEP indications regardless of transmission risk group, persons who inject drugs (PWID) represented a significantly larger proportion within our ED cohort as compared with Centers for Disease Control and Prevention (CDC) estimates for the US population (77.95% vs. 6.34%, p < 0.0001). Among adults with PrEP indications due to sexual behavior specifically, women represented a significantly larger proportion within our ED cohort as compared with estimates for the US population (62.17% vs. 16.48%, p < 0.0001). Our results demonstrate that utilizing laboratory results within the EHR may be a simple low-resource option for identifying and engaging PrEP candidates, especially women and PWID.

Sex, gender, and the opioid epidemic: Crucial implications for acute care.

Introduction: The opioid epidemic continues to escalate in the United States, exacerbated significantly by the COVID-19 pandemic. Necessary steps in acute care medicine to expand efforts to combat this epidemic involve increased emergency department engagement of patients with opioid use disorder (OUD) and an incorporation of evolving sex- and gender-based factors that affect this disease presentation and management course. Methods & Aims: An ever-increasing amount of peer-reviewed, evidence-based literature has shed light on the important biologic and sociocultural variables, specifically sex and gender, which impact OUD trajectory and outcomes. As a collaborative effort of the Sex and Gender in Emergency Medicine (SGEM) Interest Group, a community within the Society for Academic Emergency Medicine (SAEM), we sought to consider, review, and summarize clinically pertinent information as a comprehensive introduction to this topic for the emergency medicine (EM) clinician and educator. Results: A selected overview of current evidence-based data and publications, to include current epidemiologic trends, opioid-based physiology and pathophysiology, as well as opioid use disorder management and outcomes, through a sex- and gender-based lens, was reviewed and included in this summary. Also discussed are implications and recommendations for EM educators seeking insight and resources for continuing, graduate, and/or undergraduate education on this topic. Conclusion: Incorporation of emerging sex- and gender-specific scientific knowledge into clinical context represents a critical link to effective management of the OUD patient in the ED. Similarly, integration of this information into EM education represents an essential step for both sex- and gender-based medicine and opioid-specific training.

User centered clinical decision support to implement initiation of buprenorphine for opioid use disorder in the emergency department: EMBED pragmatic cluster randomized controlled trial.

OBJECTIVE: To determine the effect of a user centered clinical decision support tool versus usual care on rates of initiation of buprenorphine in the routine emergency care of individuals with opioid use disorder. DESIGN: Pragmatic cluster randomized controlled trial (EMBED). SETTING: 18 emergency department clusters across five healthcare systems in five states representing the north east, south east, and western regions of the US, ranging from community hospitals to tertiary care centers, using either the Epic or Cerner electronic health record platform. PARTICIPANTS: 599 attending emergency physicians caring for 5047 adult patients presenting with opioid use disorder. INTERVENTION: A user centered, physician facing clinical decision support system seamlessly integrated into user workflows in the electronic health record to support initiating buprenorphine in the emergency department by helping clinicians to diagnose opioid use disorder, assess the severity of withdrawal, motivate patients to accept treatment, and complete electronic health record tasks by automating clinical and after visit documentation, order entry, prescribing, and referral. MAIN OUTCOME MEASURES: Rate of initiation of buprenorphine (administration or prescription of buprenorphine) in the emergency department among patients with opioid use disorder. Secondary implementation outcomes were measured with the RE-AIM (reach, effectiveness, adoption, implementation, and maintenance) framework. RESULTS: 1 413 693 visits to the emergency department (775 873 in the intervention arm and 637 820 in the usual care arm) from November 2019 to May 2021 were assessed for eligibility, resulting in 5047 patients with opioid use disorder (2787 intervention arm, 2260 usual care arm) under the care of 599 attending physicians (340 intervention arm, 259 usual care arm) for analysis. Buprenorphine was initiated in 347 (12.5%) patients in the intervention arm and in 271 (12.0%) patients in the usual care arm (adjusted generalized estimating equations odds ratio 1.22, 95% confidence interval 0.61 to 2.43, P=0.58). Buprenorphine was initiated at least once by 151 (44.4%) physicians in the intervention arm and by 88 (34.0%) in the usual care arm (1.83, 1.16 to 2.89, P=0.01). CONCLUSIONS: User centered clinical decision support did not increase patient level rates of initiating buprenorphine in the emergency department. Although streamlining and automating electronic health record workflows can potentially increase adoption of complex, unfamiliar evidence based practices, more interventions are needed to look at other barriers to the treatment of addiction and increase the rate of initiating buprenorphine in the emergency department in patients with opioid use disorder. TRIAL REGISTRATION: ClinicalTrials.gov NCT03658642.

Prevalence of hepatitis C in sexual assault survivors presenting to a SANE clinic: A descriptive analysis.

While previous epidemiologic research has demonstrated that sexual assault survivors (SAS) may be at disproportionate risk for exposure to Hepatitis C (HCV), HCV screening in SAS is not addressed in current post-sexual assault testing recommendations. We sought to identify the prevalence of HCV among a SAS cohort along with associated basic demographics. Opt-out HCV antibody screening and RNA confirmatory testing was provided for all SAS at a Sexual Assault Nurse Examiner (SANE) clinic in Birmingham, Alabama, from April 2020 through March 2021. A retrospective chart review was conducted using descriptive statistical and Chi-squared analyses. A total of 293 SAS presented to the clinic during the study timeframe. Two hundred forty-two (82.6%) were screened for HCV and 26 (8.9%) were found to be HCV antibody (Ab) positive [significantly higher than state (<1.0%) and national (1.0%) HCV incidence rates (p < 0.0001)]. SAS age groups 25-34 and 35-44 were more likely to screen HCV Ab-positive (15.2% and 14.9% respectively; p = 0.02). Female SAS were more likely to be tested for HCV then males (p = 0.02), although male SAS were more likely to be found HCV Ab-positive when screened (24.4%, p < 0.0001). Overall, SAS demographics also demonstrate the presence of significant social vulnerabilities, specifically high rates of homelessness (4.4%) and incarceration (5.1%). This data highlight the potential impact of universal HCV screening and risk counselling in a high social risk population and suggests a potential for future focused interventions.

Educational Intervention in the Emergency Department to Address Disparities in Stroke Knowledge.

OBJECTIVES: In the United States, Black individuals have higher stroke incidence and mortality when compared to white individuals and are also at risk of having lower stroke knowledge and awareness. With the need to implement focused interventions to decrease stroke disparities, the objective of this study is to evaluate the feasibility and efficacy of an emergency department-based educational intervention aimed at increasing stroke awareness and preparedness among a disproportionately high-risk group. MATERIALS AND METHODS: Over a three-month timeframe, an emergency department-based, prospective educational intervention was implemented for Black patients in an urban, academic emergency department. All participants received stroke education in the forms of a video, written brochure and verbal counseling.  Stroke knowledge was assessed pre-intervention, immediately post-intervention, and at one-month post-intervention. RESULTS: One hundred eighty-five patients were approached for enrollment, of whom 100 participants completed the educational intervention as well as the pre- and immediate post- intervention knowledge assessments. Participants demonstrated increased stroke knowledge from baseline knowledge assessment (5.35 ± 1.97) at both immediate post-intervention (7.66 ± 2.42, p < .0001) and one-month post-intervention assessment (7.21 ± 2.21, p < .0001). CONCLUSIONS: Emergency department-based stroke education can result in improved knowledge among this focused demographic. The emergency department represents a potential site for educational interventions to address disparities in stroke knowledge.

Emergency Department Visits for Nonfatal Opioid Overdose During the COVID-19 Pandemic Across Six US Health Care Systems.

STUDY OBJECTIVE: People with opioid use disorder are vulnerable to disruptions in access to addiction treatment and social support during the COVID-19 pandemic. Our study objective was to understand changes in emergency department (ED) utilization following a nonfatal opioid overdose during COVID-19 compared to historical controls in 6 healthcare systems across the United States. METHODS: Opioid overdoses were retrospectively identified among adult visits to 25 EDs in Alabama, Colorado, Connecticut, North Carolina, Massachusetts, and Rhode Island from January 2018 to December 2020. Overdose visit counts and rates per 100 all-cause ED visits during the COVID-19 pandemic were compared with the levels predicted based on 2018 and 2019 visits using graphical analysis and an epidemiologic outbreak detection cumulative sum algorithm. RESULTS: Overdose visit counts increased by 10.5% (n=3486; 95% confidence interval [CI] 4.18% to 17.0%) in 2020 compared with the counts in 2018 and 2019 (n=3020 and n=3285, respectively), despite a 14% decline in all-cause ED visits. Opioid overdose rates increased by 28.5% (95% CI 23.3% to 34.0%) from 0.25 per 100 ED visits in 2018 to 2019 to 0.32 per 100 ED visits in 2020. Although all 6 studied health care systems experienced overdose ED visit rates more than the 95th percentile prediction in 6 or more weeks of 2020 (compared with 2.6 weeks as expected by chance), 2 health care systems experienced sustained outbreaks during the COVID-19 pandemic. CONCLUSION: Despite decreases in ED visits for other medical emergencies, the numbers and rates of opioid overdose-related ED visits in 6 health care systems increased during 2020, suggesting a widespread increase in opioid-related complications during the COVID-19 pandemic. Expanded community- and hospital-based interventions are needed to support people with opioid use disorder and save lives during the COVID-19 pandemic.

Sources of Distress and Coping Strategies Among Emergency Physicians During COVID-19.

INTRODUCTION: The coronavirus disease 2019 (COVID-19) pandemic has been shown to increase levels of psychological distress among healthcare workers. Little is known, however, about specific positive and negative individual and organizational factors that affect the mental health of emergency physicians (EP) during COVID-19. Our objective was to assess these factors in a broad geographic sample of EPs in the United States. METHODS: We conducted an electronic, prospective, cross-sectional national survey of EPs from October 6-December 29, 2020. Measures assessed negative mental health outcomes (depression, anxiety, post-traumatic stress, and insomnia), positive work-related outcomes, and strategies used to cope with COVID-19. After preliminary analyses and internal reliability testing, we performed four separate three-stage hierarchical multiple regression analyses to examine individual and organizational predictive factors for psychological distress. RESULTS: Response rate was 50%, with 259 EPs completing the survey from 11 different sites. Overall, 85% of respondents reported negative psychological effects due to COVID-19. Participants reported feeling more stressed (31%), lonelier (26%), more anxious (25%), more irritable (24%) and sadder (17.5%). Prevalence of mental health conditions was 17% for depression, 13% for anxiety, 7.5% for post-traumatic stress disorder (PTSD), and 18% for insomnia. Regular exercise decreased from 69% to 56%, while daily alcohol use increased from 8% to 15%. Coping strategies of behavioral disengagement, self-blame, and venting were significant predictors of psychological distress, while humor and positive reframing were negatively associated with psychological distress. CONCLUSION: Emergency physicians have experienced high levels of psychological distress during the COVID-19 pandemic. Those using avoidant coping strategies were most likely to experience depression, anxiety, insomnia, and PTSD, while humor and positive reframing were effective coping strategies.