A spokesperson for the airline said those three passengers on Flight KE005 had stayed in China within 14 days of their departure from South Korea's Incheon International Airport.
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"The flight was diverted to LAX following the direction from the airport authority, and those passengers went through the quarantine procedure," Korean Air said in a statement.
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The three passengers, who each have a U.S. passport, got off the plane at LAX and it was confirmed that they did not have any symptoms of the coronavirus.
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They and the other Flight KE005 passengers were then cleared to continue on to McCarran International Airport in Las Vegas, the airline said.
Flight KE005 departed LAX at 3:45 p.m. and was set to arrive at McCarran at 4:52 p.m., a Korean Air representative told Eyewitness News.