Background There is pressing need to improve hospital-based addiction care. Various
models for integrating substance use disorder care into hospital settings exist, but there is no …

Background and aims Individuals with a substance use disorder (SUD) have high rates of
hospital service utilization including emergency department (ED) presentations and hospital …

Objectives To assess fairness and bias of a previously validated machine learning opioid
misuse classifier. Materials & Methods Two experiments were conducted with the classifier's …

Background An important strategy to address the opioid overdose epidemic involves
identifying people at elevated risk of overdose, particularly those with opioid use disorder …

Background Addiction medicine consultation services (ACS) may improve outcomes of
hospitalized patients with substance use disorders (SUD). Our aim was to examine the …

Background Nonalcoholic fatty liver disease (NAFLD) poses a substantial socioeconomic
burden and is becoming the fastest growing driver of chronic liver disease, potentially …

Background Approaches are needed to better delineate the continuum of opioid misuse that
occurs in hospitalized patients. A prognostic enrichment strategy with latent class analysis …

In the last decade, the US opioid overdose crisis has magnified, particularly since the
introduction of synthetic opioids, including fentanyl. Despite the benefits of medications for …

Background and aims Existing assessments of the time‐trends of opioid‐related mortality,
hospitalization and emergency department visits in Canada have relied mainly on provincial …

Background Hospitalizations related to opioid use disorder (OUD) are rising. Addiction
consultation services (ACS) increasingly provide OUD treatment to hospitalized patients, but …