In criminal proceedings, defense attorneys occasionally attempt to establish that a suspect was not present at the commission of a crime by comparing the suspect’s DNA to the DNA of blood or hair samples taken from the scene of the crime.
Conclusion (Hence)
It's a mistake to exonerate a suspect simply because that person's DNA didn't match the DNA samples takes from the scene of the crime.
Evidence
DNA tests often fail to distinguish among DNA samples taken from distinct individuals.
Evaluate
The author's conclusion is saying, 'We shouldn't just let a suspect go and presume them innocent (exonerate them) simply because the DNA sample we have of them doesn't match the DNA sample taken from the scene of the crime.'
Let's think about that. Why shouldn't the cops let me go, if my DNA doesn't match the DNA taken from the scene of the crime?
The author thinks that even though my sample didn't match the crime scene sample, I might still be the killer. So she apparently thinks it's possible that the sample of blood they got from me at the crime scene doesn't match the sample of blood they got from me in custody. The DNA test yielded a false negative. It said, , even though they are both blood samples from the same person, me.
Meanwhile, the evidence is talking about false positives.
It's saying that DNA tests would often say, "Yup, Patrick's DNA matches the crime scene DNA", even though I wasn't the killer. Let's say Eddie is the killer but he and I have similar enough DNA, that a DNA test fails to distinguish his DNA (from the crime scene sample) from my DNA.
Goal
Based on their evidence, the author's conclusion should be saying,
Instead it's saying that That would require evidence about false negatives.
Let's look for an answer that's complaining that the evidence is dealing with false positives, while the conclusion is dealing with false negatives.