Not statistically significant, but practically significant.
Work Step by Step
There is a 30 percent chance of getting such results with a diet, which has no effect. 30 percent is too much to be statistically significant. On the other hand, the difference is large anough in a practical aspect, therefore the average loss of 45 pounds is practically significant.