And if I was paying health contributions at less than the minimum wage, can the EPS refuse to pay for my incapacity to work?

Even if the employer has paid the contribution late or incompletely, the institution must pay the incapacity for work if it has not requested the employer to pay the full contribution. It may only refuse to pay the incapacity if it had requested full payment from the employer (Judgement T-602/07).