L.B.A. is a compensated consultant and has equity interest in io9, LLC. The terms of this arrangement have been reviewed and approved by the University of California, San Diego (UCSD) in accordance with its conflict of interest policies. His spouse is an employee of Hologic, Inc. L.B.A. is a compensated member of the scientific advisory board of Inocras. E.N.B. is a compensated consultant and has equity interest in io9, LLC. E.N.B. and L.B.A. declare a US provisional patent application filed with UCSD with serial numbers 63/269,033 for artificial intelligence architecture for predicting cancer biomarkers.