In cancer research, a common threshold for statistical significance is a p value of 0.05. This means that there is a 5% chance that the observed results are due to random variation rather than the intervention or treatment being studied. However, more stringent thresholds like 0.01 or 0.001 may be used in high-stakes studies to reduce the risk of false positives.