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He believes that the season could have been set on a different path had it not been for one seemingly trifling result.
"You just mentioned the Forest game [a 1-0 defeat at Anfield]," Carragher said to Ian Wright on Stick to Football, brought to you by Sky Bet.
"And the Forest game came really early in the season, it's one of those results where you think "oooh..."
"And don't forget under Klopp, Liverpool went years without losing at home.
And I think a game that was really important — not to do with the league — they played AC Milan away three days later.
"They were getting beat 1-0, I think AC Milan scored within three or four minutes, and Liverpool end up winning 3-1.
"If you lose at home to Forest, I don't know if Milan might have been the first game of the Champions League, but if you lose away, you're getting beat 1-0...
Liverpool ended up qualifying top of the league phase of the Champions League, and still would have made the top eight with a defeat in Italy — it might even have been better off, avoiding PSG in the first knockout round
Slot himself was certainly rocked by the Forest defeat — he'll probably still be muttering about it while he parades the Premier League trophy around the streets of Liverpool — and there's no telling what might have happened if that had been backed up with another loss.
By beating Milan away, Liverpool quickly consigned the loss at Anfield to the "blip" folder