No problem. With the lid off you're simply letting the water drop back to pool water level. The self priming design of these pumps creates a slight vacuum with the basket empty but wet. Just enough to start sucking water. This can take a couple minutes depending on the amount of vacuum created and the height of the pump above the pool water level.
Al