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What’s the right word to differentiate this from a psychiatric diagnosis? Neurological?

Not in my understanding. The line between neurological and psychiatric is more about history than about anatomy.

Instead, I would point to the physical trauma of a concussion as the differentiating factor.

There’s underlying physical causes for psychiatric conditions including in some cases physical trauma.