This was the key bit for me:
"No amount light to moderate exercise is harmful, they note.
“A routine of moderate physical activity will add life to your years, as well as years to your life. “In contrast, running too fast, too far, and for too many years may speed one’s progress towards the ???nish line of life.”"
Wonder how they are defining intensity???
Well it's a review so the different papers they reference use different definitions of intensity. But basically it's "light (eg, walking), moderate (eg, brisk walking), medium-vigorous (eg, jogging), or high-vigorous (eg, running)".
So what's the difference between a jogger and a runner? 

Some papers do pin it down to a pace;
"those running typically over 8???miles an hour, appeared to get no mortality benefit compared with the non-runners, whereas those who fared best usually ran about 6–7???miles per hour—a comfortable jog for most people"
Distance;
"those who ran over 20 or 25???miles per week seemed to lose their survival advantage over the non-runners"
frequency;
"the individuals who ran 6 or 7???days per week appeared to lose the mortality benefits, whereas the survival advantages accrued best for those who ran 2–5???days per week"
Duration;
"those who did best were the people who jogged at a slow to average pace, for one to 2.5???h per week total, accumulated during two or three sessions"
So no breaking into a run, and no extreme training programs people, let's be safe 