The value of workplace-based assessments such as the mini-clinical evaluation exercise (mini-CEX), and clinicians' confidence and engagement in the process, has been constrained by low reliability and limited capacity to identify underperforming trainees. We proposed that changing the way supervisors make judgements about trainees would improve score reliability and identification of underperformers