I don't want to diminish the severity of the situation, but typically a person newly diagnosed with HIV can be severely ill (fever, weak etc), but won't be withered to a skeleton so this part is a bit of hyperbole. If they were that frail they wouldn't have been able to sign on for duty in London.
You don't understand seroconversion.