While urine tests are generally reliable, false positives or negatives can occur. Factors such as cross-reactivity of substances in immunoassays, improper sample collection, or handling can affect results. Confirmatory testing using GC-MS or high-performance liquid chromatography (HPLC) is recommended for accurate results.