One justification Trump is giving for his confidence going into today are his campaign rallies. Recent research suggests that these rallies produce a short-lived increase in support for Trump. At the same time, research also suggests that these same rallies have led to more COVID-19 cases (which could depress turnout for Trump). We should take caution in over-interpreting these findings since they have not yet undergone peer review yet.