To illustrate and compare biases, we investigate the impact of albumin on sepsis mortality using data from a publicly available intensive care database, MIMIC-IV [51] (section Application: evidence from MIMIC-IV on which resuscitation fluid to use). The gene discussed is ALB; the disease is Sepsis.