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Atalanta managed 32 shots on goal but could not find a way past Empoli keeper Bartlomiej Dragowski as they were held 0-0 at home.
Empoli stunned Napoli with a 2-1 home win on Wednesday to boost their survival hopes and leave the visitors 18 points adrift of Juventus.
Teenager Moise Kean scored three minutes after coming on as a substitute to give Juventus a 1-0 win over lowly Empoli.
AS Roma coach Claudio Ranieri enjoyed a winning start to his second spell in charge of the club as they beat struggling Empoli 2-1 in Serie A.
AC Milan continued their impressive run of form as second-half goals gave them a 3-0 win over Empoli in Serie A on Friday.
Keita Balde met Sime Vrsaljko's low cross with a first-time shot on the turn in the 72nd minute to earn a 1-0 win for Inter Milan.
Inter notched a big win over Napoli on Boxing Day, albeit one overshadowed by sad events around the pitch. Elsewhere, Roma must get it together.