OP...i'm actually flying into SFO next week and driving to the South Lake area in a 4x4 Tahoe SUV. I keep a shovel and chains at all times for such trips. As c4racer mentioned, always keep tabs on Caltrans website for requirements and updates, it's the most consistent source, outside of opinions and experiences.

Safe travels.