X ~ Binomial(n = 25, p = 0.5)
n = 25 patients that called for medical advice
p = 0.5 (probability of a patient having a flu)
q = 1 - p = 0.5 (probability of a patient having a nasty cold)
25
∑k=5 C(25, k)*pkqn-k
This is the formula for the binomial cumulative density function. You should do this in the graphing calculator (TI-83, TI-84, or higher). Therefore, you will get
P(k ≥ 5) = 1 - P(k < 5) = 1 - 0.998 = 0.002
The probability that at least 5 patients who called for a medical advice have a flu is about 0.002.