Line 24 on the 1040 is the Total Tax and not the amount you owe. Line 24 will match the Total Tax line item in the Turbo Tax Federal Summary.
The reason that the amount you owe might even be greater than the Total Tax calculated based on income, is because there might be an estimated tax penalty which would be added to line 24.
