Better flagging of samples

[lima1]

We currently flag so many samples that this feature becomes rather useless. Need to become better at figuring out if a PureCN run was successful.

• [x] Document flags in main vignette
• [ ] Incorporate noise and fit in a smarter way
• [ ] Lower purity cutoff when sample quality is high and unlikely genome duplication or significant heterogeneity