If the ends of the board are parallel to begin with, you could use the parallel guides to "clean up" both sides (if they need cleaning up), and then indeed use the offcut side to get your 37" (I hate this myself coz you have to factor in the thickness of the blade).
If they're not parallel, you have to go down the Woodpeckers route. Ehr, by this I mean you'll have to whip up a one-time tool yourself. Make two 5x40" planks, put an end-stop (say 5x2") on top of one at exactly '37" minus the width of the track', butt up the other plank in this first guide, then fix a second endstop to this other plank. Voila, custom parallel guide!
Now, depending on how many boards you are going to have to cut at 37", I might even consider making "Corwins' setup" (Sorry, can't find his thread right now). He created it for repeated narrow parallel cuts, but it works just as well for wide parallel cuts: make one master panel at 37" (with one of the two methods above), then put this in Corwins setup, and then cut away until the blade is dull.
(I have a Corwin setup for every thinkness that I use: 5mm, 9mm, 12mm and 18mm - the 18mm I even have double: 120cm long for 'crosscuts', and 240cm long for 'ripcuts')
[ETA]: OK, found Corwins setup:
See Here - go to page 4 for his 'final version'