It all started when a radio station in Cleveland chose to ban the song and then others across the nation followed suit due to date rape undertones.
WATCH: Amid #MeToo, radio station nixes 'Baby, It's Cold Outside'
Radio station nixes 'Baby, It's Cold Outside' amid #MeToo
But a USC professor with family ties to the composer, Frank Leosser, said it's all a big mistake.
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"My great uncle was the producer of 'Guys and Dolls," and 'How To Succeed in Business' and a variety of other Frank Leosser shows and was involved somehow in the creation of this song. I've heard this story since I was so little that I couldn't even sing," Karen North said.
The story, according to North, started when the composer and his wife would leave lavish Hollywood parties. Years later, it became a movie.
"In the movie, it was about a man pursuing a woman and a woman pursuing a man. It was sung in both directions. It was not about a male predator," North said.
Still people seem to have mixed reactions about the hit song - especially when hearing the line, "What's in this drink?"
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North said her uncle and others involved with the original song would likely not understand today's interpretation of the classic.
"He would want music to bring joy to people. I think he would be heartbroken that people think of this as a negative thing," she said.
She specifically addressed the "What's in this drink?" line, saying it's not about a date rape drug being put in a drink, it's about a woman's excuse because she's had too much to drink and is referring to alcohol.