The US are distinct underdogs against runaway world number ones and tournament favourites England on Friday.
However, Maher believes the absence of expectation frees up her and her team-mates against the hosts.
"I am going into it with the mindset not that we have something to lose, but something to gain from this. We have an opportunity here to have some fun.
"The Red Roses not having lost a game for more than 1,000 days - that is having something to lose. I don't think we do.
"They will be very tough opponents. For us to beat them, we would have to be on our A-game every single minute of that game.
"But I am just excited to play in front of 40,000 people. Whether we win or lose I want to be able to say that I enjoyed it."
The US take on Australia and Samoa in their remaining Pool A games. Two teams from each of the four pools advance to the quarter-finals.
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