An employee was starting up a water-tube-style boiler after shutdown when the manway cover gasket failed, evacuating pressurized steam and hot water into the boiler room. The employee was on a mezzanine deck while the room rapidly filled with steam, causing second-degree burns to both of their arms from fingertips to the elbows.