CONCLUSIONS: This study highlights important sociodemographic and clinical factors associated with OUD, including higher odds among male, White, and publicly insured patients. LCA identified distinct clinical profiles with varying psychiatric and obesity-related comorbidities linked to OUD risk. Key comorbidities such as hepatitis B/hepatitis C strongly predicted OUD, underscoring the need for integrated care. These findings inform targeted interventions for hospitalized populations facing…
