The BBC dance show has been at the centre of tabloid claims and viewer accusations that the voting is rigged.
The remaining couples will take to the dance floor in next week’s quarter finals.
Five of the six celebrities taking part have now been unveiled.
The judge said “the decision was made for me” following Judi Love and Adam Peaty's dance-off.
The Strictly Come Dancing judge was told by her doctor that the level of testosterone in her body was “the highest she’s seen in a female”.