A crucial metric that occurs more more often and does help predict deaths is “HPI” - high potential incident. A worker eight metres in the air dropped a spanner. It thudded on the ground, harmlessly. No one was hurt. No problem, right? That’s a HPI. A workplace that has a death will have had many HPIs. The dice-roll is not “it’s a new day, we roll the dice”. When a HPI occurs, that’s when we roll the dice.
Or in nuclear war estimates: a HPNWI occurs (high potential nuclear war incident). The Cuban missile crisis springs to mind as a particularly big example. But many many smaller HPNWI’s have occurred. Border skirmishes between nuclear powers. Sabre rattling by nuclear powers. Elect a president who uses threats and brinkmanship. Do this year in, year out. The dice is rolled not because time passes but because risky decisions are made and risky actions are taken, over and over and over and over and over and over, year in, year out.