Rugby Town's hopes of winning the Southern League Central Division were hit with a 4-0 home defeat to Slough Town.
A crowd of 220 at Butlin Road saw Smith convert two penalties before
Anthony added a brace in the 87th and 89th minute.
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In a Midland Combination game Premier Division, Southam United were beaten 2-1 at home by Coventry Charity Cup Finalists Bolehall Swifts.