"Any medicine can be poison" is kinda missing the point.

There is a rich and varied multidimensional field of danger, from aspects like the safety-margin between regular/dangerous dose levels, the chronology of how it can spike or accumulate, whether there's feedback in advance of damage, etc.

Yeah, I can poison myself drinking clean water, but it's hard.