Hey, um, I've got a PhD in Biophysics, I've worked with biology, and I've got 20+ years experience in the field. The VC I advise declined to fund theranos for this very reason. That said, everything I know about biophysics and building classifiers (something I do for a large company known for machine learning) says that it's still technically possible to provide actionable medical data from tiny volumes of blood.

It does not "strictly contradict".