Ain't no expert, but I'd say with those water temps I'd be trying a 1/64oz jig ... and on the minnows I would go with the tiniest ones I could find.
See, you're saying the water temp is 44deg, but that's surface temp (+/-), so the water temp at their depth isn't likely to be any higher than that and probably somewhat lower.