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Introduction: Recent studies have demonstrated the promise of emergency department (ED)-initiated buprenorphine/naloxone (bup/nx) for improving 30-day retention in outpatient addiction care programs for patients with opioid use disorder (OUD). We investigated whether ED-initiated bup/nx for OUD also impacts repeat ED utilization.Methods: We performed a retrospective chart review of ED patients discharged with a primary diagnosis of OUD from July 2019–December 2020. Characteristics considered included age, gender, race, insurance status, domicile status, presence of comorbid Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) diagnosis, presenting chief complaint, and provision of a bup/nx prescription and/or naloxone kit. Primary outcomes included repeat ED visit (opioid or non-opioid related) within 30 days, 90 days, and one year. Statistical analyses included bivariate comparison and Poisson regression.Results: Of 169 participants, the majority were male (67.5%), White (82.8%), uninsured (72.2%), and in opioid withdrawal and/or requesting “detox” (75.7%). Ninety-one (53.8%) received ED-initiated bup/nx, which was independent of age, gender, race, insurance status, presence of comorbid DSM-5 diagnosis, or domicile status. Naloxone was more likely to be provided to patients who received bup/nx (97.8% vs 26.9%; P < 0.001), and bup/nx was more likely to be given to patients who presented with opioid withdrawal and/or requested “detox” (63.3% vs 36.7%; P < 0.001). Bup/nx provision was associated with decreased ED utilization for opioid-related visits at 30 days (P < 0.05). Homelessness and lack of insurance were associated with increased ED utilization for non-opioid-related visits at 90 days(P < 0.01), and again at one year for homelessness (P = 0.008 and p = 0.005, respectively). When controlling for age and domicile status, the adjusted incidence rate ratio for overall ED visits was 0.56 (95% confidence interval [CI] 0.33–0.96) at 30 days, 0.43 (95% CI 0.27–0.69) at 90 days, and 0.60 (95%CI 0.39–0.92) at one year, favoring bup/nx provision.Conclusion: Initiation of bup/nx in the ED setting was associated with decreased subsequent ED utilization. Socioeconomic factors, specifically health insurance and domicile status, significantly impacted non-opioid-related ED reuse. These findings demonstrate the ED’s potential as an initiation point for bup/nx and highlight the importance of considering the social risk and social need for OUD patients.

Natural Language Processing can be used to identify opioid use disorder in patients from clinical text. We annotate a corpus of clinical text for mentions of concepts associated with unhealthy use of opiates including concept modifiers such as negation, subject, uncertainty, relation to document time and illicit use. [ABSTRACT FROM AUTHOR]

Behavioral factors increase the risk of contracting HIV. A comprehensive prevention services (CPS) intervention includes risk assessment and referral for those with confirmed risk. This project sought to assess the feasibility of an emergency department (ED)-based CPS program. A prospective cross-sectional assessment was conducted from October, 2021 through May, 2023, at a single ED in Birmingham, Alabama. Either of two screening methods were subjected to HIV negative adults: 1) manual chief complaint review or 2) objective electronic medical record (EMR) query. Manual and EMR screening methods considered sexually transmitted infections (STIs) or a positive urine drug test (to observe for commonly injectable drugs) within 12 months of current ED visit. Identified patients were approached in the ED (manual review) or via phone (EMR alert). Persons confirmed at risk for HIV following engagement questionnaire completion were made aware of their risk and offered referral to local CPS clinics. Primary outcome was CPS linkage. Descriptive analysis was performed. Of 184 patients approached, 147 agreed to engagement (79.9%), 117 in-person and 30 via phone; 125 (85.1%) were confirmed at risk for HIV; majority were white (66.4%), male (63.2%), between the ages of 30 and 49 (64.8%), uninsured (78.4%), and without a primary care provider (93.6%). Sexual behavior was identified as a recent (within six months) risk factor in 97 (77.6%) patients. Injection drug use was identified as a recent (within six months) risk factor in 71 (56.8%) patients. Fifty-four (43.2%) expressed interest in obtaining CPS follow-up. To-date, ten patients (18.5%) have connected with a CPS counsellor via phone and five (9.3%) have had a subsequent follow-up appointment to discuss CPS with a medical provider. Thirty at-risk patients (24.0%) received ED-initiated buprenorphine/naloxone. Targeted screening tools can aid in the identification of persons at risk for HIV in the ED; further, subsequent engagement and CPS implementation amongst this cohort is feasible. CPS clinic linkage may be challenging however, a CPS definition inclusive of ED-initiated medication for opioid use disorder, may offer opportunity for increased uptake., Competing Interests: The commercial funder does not alter our adherence to all PLOS ONE policies on sharing data and materials., (Copyright: © 2024 Osman et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)

Natural Language Processing can be used to identify opioid use disorder in patients from clinical text1. We annotate a corpus of clinical text for mentions of concepts associated with unhealthy use of opiates including concept modifiers such as negation, subject, uncertainty, relation to document time and illicit use.