Assuming a normal distribution of data, approximately 68% of the time the true value is found within plus or minus one standard deviation of the estimated value.
Likewise, approximately 95% of the time (from which comes the “we are 95% confident” statement), the true value is found within plus or minus 2 standard deviations of the estimated value.