We have a insignificant amount of information, many of the formulas are based on assumptions we can't prove, and we have no way of testing the theory. To make assumptions on data and then claim to accurately predict a lifespan of millions of years is... arrogant at best. We simply don't know or understand enough to say we can accurately predict something like this. Even the ranges that people predict are huge.
It is not unusual to see an article about some scientists discovering that something they always believed was actually wrong, or hearing a scientist even say, "This shouldn't happen." We don't need to make a definition of everything right away, it's okay to say that we don't know something.
99.9999999% of the science of cosmology is as rock solid as the science that makes your TV and microwave oven work. Just because I said some things are not very accurate doesn't mean they aren't relatively accurate.
I do not see too many of these article you claim. Cosmologist frequently find their ideas needed some adjustment, not that they are flat out wrong. Please illustrate where a scientist is saying "This shouldn't happen" in cosmology.
The areas of cosmology where we are in the dark are llimited to areas releated to dark matter and dark energy, which are still being worked out in physicists brains, but none of that has any bearing on the current age of the universe, or how long it will last, or how it will end. We know all of those things to a great degree of accuracy.
You seem to want to cast doubt on cosmology as a whole by pointing out there are things we do not know, when in fact we know a great deal, and of the major things we are uncertain about, we sill know a great deal, and are working on ways to put those assumptions to the test.