Blinding is the best way to investigate a new drug or any type of new intervention in clinical research, especially, if related to a placebo-controlled trial. However, sometimes blinding is challenging and when it becomes not possible and bias is more difficult to prevent.
Unblinding
Causality
Admissible decision rule
Cognitive bias
Attrition 
Bias of an estimator
Validity 
Confounding