Gender prediction tests found online, such as old wives' tales and DIY methods, should be taken with caution as they lack scientific evidence. While some may claim accuracy, it is important to note that these tests are not backed by medical professionals or research studies. The only definitive way to determine the gender of a baby is through medical procedures like ultrasound or genetic testing. It is always best to consult with a healthcare provider for accurate information regarding the gender of your baby.