The France international feels his groin problem could be the result of a hectic fixture list but is hopeful it will not keep him out of action for too long
The 27-year old picked up the problem in the first half of the Magpies' 1-0 Europa League victory against Anzhi Makhachkala at St James' Park on Thursday night.
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The midfielder had to be replaced after just 37 minutes of the tie which sparked fears he may have exacerbated an injury that required surgery last year.
However, Cabaye has insisted it is a new injury and one that he is hoping will not keep him out of action for too long.
"It is adductor, but not the same place," he told L'Equipe. "I felt some pain. We played a lot of matches recently so that could be a reason.
"Before the encounter against Anzhi, I felt fine. "I don't think it will be really serious."