From Canon USA:
Affected Product
Speedlite 600EX-RT
Phenomenon
When the flash is powered on with the bundled Color Filter Holder SCH-E1 already attached, there are instances where the low battery icon appears and the flash does not power on, even if the batteries have sufficient power.
Support
Workaround
When the phenomenon described above occurs, follow the procedure below: