The objective of this study is to verify the superiority of 16 weeks of MT-5547 treatment to placebo, as evidenced by the WOMAC pain score (the efficacy outcome measure), in patients with osteoarthritis of the knee or hip. Additional objectives of the study are to investigate the efficacy, safety, and pharmacokinetics of MT-5547 in long-term use.