Sheffield United striker McBurnie has withdrawn due to injury.
Scotland travel to face Russia in a Euro 2020 qualifier on Thursday, before hosting San Marino at Hampden Park three days later.
The Tartan Army must beat Russia to keep their hopes of qualification alive.
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