I'm not anti-science, just anti-inadequate science. I went to grad school and worked in several research labs, and almost became a researcher. I was always more interested in the methods themselves than the subject matter, in my field at least.
However, when major journals and editors of major journals (e.g., The Lancet) start reporting on the vast systemic problems in science, it should give one pause.
We also need to rethink the whole utility of science in many research areas, where the signal to noise ratio is so great that many spurious statistical results will routinely be found. Science is a set of tools and a set of approaches which do have limitations.