Why can't I turn off the thermometer?

There is no Power Off button.

Instead, there's one button for iHealth PT3 thermometer for easy measuring. When you're done using the thermometer, let the device sit idle for 8 seconds and it will turn off automatically. 

Source: iHealth Labs