Answer: Yes, there is cause for concern. Many common plants are potentially toxic to children and pets. Here is the information about Pieris japonica from the University of Pennsylvania (Veterinary)Poisonous Plants Home Page and North Carolina State University for reference.
Please keep your poison control and veterinarian phone numbers handy in case there is reason to believe poisoning has occurred. I hope this helps.
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