Mice are a useful model, but they are different enough from humans that we should be cautious when interpreting mouse data in a broader context.
Once repeated studies attacking the same problem from different angles in different institutions start to align, that's when my interest gets piqued. (Unless it's research within my field, in which case I feel better able to understand the strengths and limitations of early-stage studies.)
I also admit that, to a certain extent, this is akin to a "middlebrow dismissal" (though I'm not trying to dismiss their work), and I'd love to hear from an expert in their specific domain.