"The autoimmune hypothesis is yet another autism hypothesis that is advanced primarily by parents, because it offers more hope than a neurological etiology."
I haven't done any research on this, but at the same time virtually every other chronic illness is caused, causes, and/or is exacerbated by chronic inflammation, so if inflammation during pregnancy doesn't have any effect on neurological development it would be extremely surprising.