Automated tagging of intraoperative events like hypotension, hypoxia, and hypothermia can significantly impact surgical outcomes.

• 19% of 2875 monitored cases showed tagged events, indicating a need for awareness during surgeries.
• Hypothermia and hypoxia increased the likelihood of return to the operating room (p<0.02 and p<0.01).
• Hypotension was linked to longer hospital stays (p<0.03) and higher patient safety events (p=0.03).

Incorporating these tags into practice can enhance postoperative care and outcomes.