Silva announced his farewell on Monday in an emotional video message on Chelsea's website
The split-screen showdown offered a stark reminder of the many ways the campaign season has been changed by a pandemic that has prompted more than 18 million people to cast ballots more than two weeks before Election Day on Nov. 3.
Biden, speaking to voters in Philadelphia on ABC, blamed the Republican president for concealing the deadliness of the virus.
"He said he didn't tell anybody because he was afraid Americans would panic," Biden said. "Americans don't panic. He panicked."
Trump defended both his response to the pandemic as well as his own personal conduct, including staging a Rose Garden event at the White House where few wore masks or practiced social distancing, which resulted in numerous attendees contracting the disease.
"Hey, I'm president - I have to see people, I can't be in a basement," Trump said on NBC in front of an outdoor audience of voters in Miami, implicitly criticizing Biden for spending months off the campaign trail as the pandemic raged.
He did not answer questions about the last time he tested negative before contracting the virus, saying he did not recall precisely.
Trump, who aggressively interrupted Biden during a chaotic debate two weeks ago, showed little interest in altering his belligerent tone, sparring frequently with moderator Samantha Guthrie.
He said he "heard different stories" about the efficacy of masks, even though his own administration's public health experts have said wearing them is key to stopping the spread of the virus.
The president declined to denounce QAnon, the false conspiracy theory that Democrats are part of a global pedophile ring, first praising its adherents for opposing pedophilia before saying he knew nothing about the movement.
He appeared to confirm the paper's report that he has some $400 million in personally guaranteed loans, arguing that the amount was a "peanut" compared with his worth. He also did not deny the Times' report that he paid only $750 in federal income tax during his first year in the White House, although he said at one point the paper's numbers were "wrong."
Early Voting Surge
Trump, who spent three days in a military hospital but has since returned to the campaign trail, is trying to alter the dynamics of the race. Reuters/Ipsos polls show Biden has a significant national lead, although his advantage in battleground states is less pronounced.
North Carolina, a highly competitive state, saw huge lines as it began more than two weeks of in-person early voting on Thursday, following record turnout in Georgia and Texas earlier in the week.
Some 18.3 million Americans have voted either in person or by mail so far, representing 12.9% of the total votes counted in the 2016 general election, according to the U.S. Elections Project at the University of Florida.
Voters are seeking to avoid in-person lines on Election Day to stay safe as coronavirus infections and hospitalizations continue to rise, but also to make sure their ballots will count. Many are concerned that Trump will challenge widely used mail-in ballots, after his repeated claims without evidence that they were fraudulent.
Supreme Court Battle
Trump would not say whether he would like to see abortion rights invalidated, an outcome that many legal scholars believe is more likely with the conservative Barrett on the court.
"I think that she's going to make a great decision," he said. "I did not tell her what decision to make."
$1.5 billion
Biden's campaign collected $383 million in September, setting a new record for a U.S. campaign for the second consecutive month. The Trump campaign has not released its monthly figures.
Both candidates have been visiting battleground states this week, with Trump holding rallies in Florida, Pennsylvania and Iowa and Biden traveling to Ohio and Florida.
Silva announced his farewell on Monday in an emotional video message on Chelsea's website
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