VIDEO-Theranos CEO fires back at WSJ: I was shocked

One of the most exciting privately held companies in Silicon Valley came under fire on Thursday. Theranos has been viewed by some as a revolutionary company, and has been valued at as much at $9 billion in its most recent round of fundraising.

Theranos is a diagnostics company with fast finger-prick blood testing technology that aims to upend the traditional health care establishments by making it easier, less expensive and less uncomfortable to get tested for various conditions.

However the company also has critics, as The Wall Street Journal ran an article about Theranos alleging that the company's proprietary testing devices may be inaccurate. The Journal cited a former employee that claimed that of the 240 tests offered by Theranos, only 15 are actually performed on the company's proprietary Edison diagnostic machine, with the vast majority done on traditional lab equipment.

Read MoreTheranos under fire over lab test accuracy

"That article was pretty brutal," the "Mad Money" host said. A WSJ representative earlier told CNBC the newspaper "fully stands by [author] John Carreyrou's article about Theranos, which was richly sourced and thoroughly researched."

With that in mind, Cramer always likes to make sure both sides of a story are represented. That is why he spoke with Elizabeth Holmes, the founder and CEO of Theranos, to give her a chance to provide her perspective.