That article isn't about COVID in isolation it is about whether the drastic economic shutdown was an appropriate response. I think that is still a very debatable item, but data from Sweden, for example suggests that it wasn't a good tradeoff. There is also evidence that social distancing and masks would have been a reasonable approach vs full shutdown mode.

I'm not sure what to make of your "reasoning backward" statement. Just not sure what it means.