A toxicologist should consider recusal in situations where their impartiality might reasonably be questioned. This could include cases where they have a financial interest in the outcome, a personal relationship with a party involved, or previous involvement in related issues that could introduce bias. Transparency is key in determining when recusal is appropriate.