Definition: In this task, you're given a statement and three sentences as choices. Your job is to determine which sentence can be inferred from the statement. Incorrect choices change the meaning in important ways or have details that are not mentioned in the statement. Indicate your answer as 1,2, or 3 corresponding to the choice number of the selected sentence.
Input: Statement: The government will pay hospitals not to train doctors . This nationalizes a $400-million New York state subsidy scheme that aims to reduce the surplus of doctors. Choices:  1. New York is also trying to reduce the number of police. 2. The government will pay hospitals to train doctors.  3. New York state is attempting to reduce the surplus of doctors.

3