But these stations have been in the major city downtowns for over a century. The CalTrain terminal (formerly SP) at 4th & Townsend is an example. So is the Oakland depot at Jack London Square.
Jack London Square is where the Amtrak station is, and would be logical, but in order to get into the City, people have to hop onto a bus and cross the Bridge to get to their final destination.