Responding to a job voicemail days later....?

I had a missed call and voicemail left on my phone on Monday about setting up an interview for a job I applied for. I was so busy with grad school and work that I completely forgot to call them back and now it’s going to be Thursday. I don’t want to call back if I’ll sound unprofessional. Is it a lost cause?
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