Background: Self-directed discharge, also known as Against Medical Advice (AMA) discharges, comprise 1–2% of hospital discharges (1). The AMA process poses safety risks to patients and emotional strain on providers, potentially leading to implicit biases in documentation (2). While stigmatizing language in medical records has gained attention (3), its prevalence in AMA documentation remains underexplored. [...]