Adverse drug reactions are appreciably harmful or unpleasant reactions resulting from an intervention related to the use of medical products, which predicts hazard from future administration and warrants prevention or specific treatment, or alteration of the dosage regimen, or withdrawal of the product. Given medical case reports extracted from MEDLINE, the task is to classify whether the case report mentions the presence of any adverse drug reaction. Classify your answers into non-adverse drug event and adverse drug event.

Computed Tomography was used to demonstrate the increased retro-orbital fat.
non-adverse drug event

CASE SUMMARY: A 77-year-old white woman presented to the hospital with elevated serum creatinine, oliguria for the past 24 hours, arthralgia, fatigue, fever, and bilateral flank pain.
non-adverse drug event

INTRODUCTION: Despite high success rates with free-tissue transfer, flap loss continues to be a devastating event.

non-adverse drug event