Before revision:  Firstly, they cut off their calculations arbitrarily  after 13 weeks, without costing the epidemic state at the end of the period .
After revision:  Firstly, they cut off their calculations arbitrarily cut off after 13 weeks, without costing the epidemic state at the end of the period .