According to what I can find they were using a dosage of 0.5 mg per kg in this study, but dosages can be as high as 1 to 4.5 mg/kg when used as an anesthetic.

I had the same dose for the same reason, it was very disturbing. Apparently the doctor said it was normal for patients to scream that much.