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The condition characterized by recurrent seizures that affects CMV driver certification is seizures and epilepsy. This condition involves neurological disturbances that lead to seizures which can vary in severity and frequency. For CMV (Commercial Motor Vehicle) operators, maintaining a clear and stable mental state is essential for safety on the road. Therefore, the presence of recurrent seizures poses a significant risk, as they can occur unpredictably and impair a driver's ability to control the vehicle effectively.

Seizures and epilepsy are specifically considered in medical evaluations for commercial drivers because of the potential for these episodes to lead to loss of consciousness or cognitive impairment, both of which directly compromise driving safety. As such, regulatory guidelines often require that individuals with this condition demonstrate a certain period of seizure control before they can be deemed fit to operate a commercial motor vehicle.

The other conditions listed—stroke, Alzheimer's disease, and Parkinson's disease—while they can also affect a person's ability to drive safely, do not primarily involve the risk of recurrent seizures and are assessed under different medical criteria when it comes to driver certification evaluations.