Benzoylecgonine testing is highly reliable when conducted using established methods. False positives are rare but can occur due to cross-reactivity with certain medications or substances. Confirmatory tests like GC-MS or LC-MS are used to eliminate the possibility of false positives by providing highly accurate and specific results.