A recent study published in the medical journal JAMA revealed that the amount of melatonin in supplements had been mislabeled. Researchers tested 25 different brands of melatonin gummies and found that 22 had varying amounts of melatonin, with one containing only 74 percent of the advertised amount and another containing 347 percent.