The answer is: Prevalence (Cross-sectional) Survey
Prevalence (Cross-sectional) Survey directly measures the input given by the subjects with the final conclusions, without waiting any special effect from independent variables that implemented by the researchers. In the case above, the researchers made the conclusion on the health status without giving the patients any drugs or other type of treatment. This is why this can considered as prevalence survey.
