Welcome to the forum.
Can't help you much with your question, I've only fished that creek in the spring when the white bass/hybrid and crappie are running. I've seen guys catch catfish when the water is running a little high. Using worms, shrimp and shad.
"Science is the belief in the ignorance of the experts" – Richard Feynman