Question: Is this describing a (1) directly correlative relationship, (2) conditionally causative relationship, (3) causative relationship, or (0) no relationship.

These results are probably related with increased androgens,  their effects on insulin resistance and lipid profile, increased BMI and blood pressure.
user
This is a conditionally causative relationship
assistant