If a baby has a multifactorial birth defect did the mom do something wrong?

No. No birth defects are the result of either parent doing anything wrong.
No! Most birth defects are accidents that occur very early in the development of the baby during pregnancy and are not because the mom did "something wrong". It is very common for women to think that maybe they did something wrong to cause a birth defect, but it is usually not true.