Misleading conclusions are statements or beliefs derived from data or studies that do not accurately reflect the true outcomes or implications. They can be caused by various factors, such as small sample sizes, biased studies, or misinterpretation of statistical significance. These inaccuracies can lead to ineffective or even harmful medical practices.