I think many people assume expert witnesses are instructed because they already hold an opinion someone wants confirmed. In reality, this is exactly what should not happen.

Once an outcome is known, particularly an adverse one, it often appears more predictable than it was at the time. This is known as hindsight bias. It is a well-recognised cognitive bias in legal analysis, and it has a direct impact on how cases in aesthetic medicine are interpreted.