Treatment for gold toxicity involves the cessation of gold exposure and symptomatic management. In cases of severe toxicity, chelation therapy with agents such as dimercaprol may be used to bind and facilitate the excretion of gold. Supportive care, including hydration and monitoring of renal function, is crucial.