To mitigate the risk of disclosing participants' identities, columns identifying dates and times of delivery and discharge, as well as the dates of adverse events and reporting to the sponsor, MHRA, and NHS R&D were removed. Additionally, columns that identified clinicians using the device and observing midwives were removed from the dataset.