Did the people of Atlantis go extinct due to a red tide?

No. According to Plato: " there occurred portentous earthquakes and floods, and one grievous day and night befell them, when the whole body of your warriors was swallowed up by the earth, and the island of Atlantis in like manner was swallowed up by the sea and vanished."