Are Published Animal Studies Skewed?

Here's an article in Nature about how many animal studies with negative or inconclusive results go unpublished. It raises the question of how useful animal research really is if we only see the studies that show relevant results. What about the ones that are negative because animals are not really representative of human biology? Or negative for whatever other reasons?