the o2 is a "trusted" sensor. the pcm automatically assumes its fine and that ~450mv is stoichiometric AFR. problem is that over time it "skews" and no longer reads correctly, so the pcm supplies incorrect amounts of fuel.
really they should be changed about every 50k or so. do not use bosch, use denso/ngk/Delphi sensors only