Diagnosis is primarily based on clinical history and presentation. Laboratory tests that may aid in diagnosis include arterial blood gas analysis to detect metabolic acidosis, serum osmolality, and anion gap. Elevated levels of glycolic acid or oxalic acid in the blood can also confirm ethylene glycol poisoning. Additionally, the presence of calcium oxalate crystals in the urine is a significant indicator.