They do need to be hardwood dowels and I believe that Peter recommends oak which is what I have used in the past. If you try to use wood screws on this repair, in my opinion, there is a good chance that you will create secondary split/s. There has been some debate on this Forum about exactly what kind of glue is most suitable but wood glue would seem like a good choice in this instance.
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