NEW ORLEANS—Running back Deuce McAllister and defensive end Will Smith rejoined the New Orleans Saints on Saturday, a day after a federal judge blocked their four-game suspensions under the NFL’s anti-doping policy.

McAllister was pleased to be back with the team after missing practices on Wednesday through Friday, but was uncertain how much he might play against the Atlanta Falcons on Sunday.

“Honestly, I don’t know, but hopefully I’ll get to play,” McAllister said later Saturday while attending a college basketball game between New Orleans and his former school, Missi...

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