This one page article addresses the question can you over oxygenate a child. It discusses the complications with oxygen toxicity and the correct oxygen guidelines and parameters to be aware of.
Carr, E. 2020. Debunking myths: can you over oxygenate a child? Nursing Children and Young People. September 32 (5) p 13.