How can you tell whether an attack needs a d20 roll?

Question

Accepted Answer

If the attack shows threshold numbers, or says to make a weapon attack, it needs the roll. An effect that shows only a damage pattern, with no thresholds and no weapon attack, works automatically, like Lightning Bolt.

Arydia: The Paths We Dare Tread

How can you tell whether an attack needs a d20 roll?