A new study published in the journal Nature estimates that 103 million Americans, or 31 percent of the U.S. population, had been infected with COVID-19 by the end of 2020. Columbia University researchers modeled the spread of the coronavirus, and found that fewer than one-quarter of infections—just 22 percent—were accounted for in cases confirmed through public health reports based on testing.