I'm certainly no expert in data or statistics but know enough about it to know the obvious such as data or statistics can be manipulated.
The case against her gathered force on the basis of a single diagram shared by the police, which circulated widely in the media. On the vertical axis were twenty-four “suspicious events,” which included the deaths of the seven newborns and seventeen other instances of babies suddenly deteriorating. On the horizontal axis were the names of thirty-eight nurses who had worked on the unit during that time, with X’s next to each suspicious event that occurred when they were on shift. Letby was the only nurse with an uninterrupted line of X’s below her name. She was the “one common denominator,” the “constant malevolent presence when things took a turn for the worse,” one of the prosecutors, Nick Johnson, told the jury in his opening statement. “If you look at the table overall the picture is, we suggest, self-evidently obvious. It’s a process of elimination.”
But the chart didn’t account for any other factors influencing the mortality rate on the unit.
So let's say he did just use the New Yorker it would be very easy for a science advisor to look at the above portion and instantly spot many different issues with it, what's it measuring, what isn't it measuring, what are the limitations, and to know that that 'evidence' as it was presented was flawed, and that it wouldn't stand up to scientific scrutiny.
Likewise with say the air embolism evidence....
For months, in discussions of the supposed air embolisms, witnesses tried to pinpoint the precise shade of skin discoloration of some of the babies, a concern that arose from the 1989 paper. But skin discoloration is a feature in many medical crises, and, in Myers’s cross-examinations, he noted that witnesses’ memories of the rashes had become more specific and florid in the years since the babies died.
[Editor’s note: A portion of this paragraph has been removed and language has been altered, following concerns raised by an English court.]
The portion removed related to Dr Shoo Lee saying the rashes were not characteristic of air embolism, not sure why it hasn't been put back into the article yet as I assume the concerns raised by the court were due to the fact the appeal verdict hadn't been released yet and his evidence formed part of the appeal.
But it would be very very simple for a science advisor to look at the above and think 'what?", that wouldn't stand up in the scientific community, so it shouldn't have been considered safe for court"
There was 9 charges related to air embolism I believe, with an obscure paper from 1989 apparently being what made Dr Evans believe it was air embolism and the author of the paper didn't even agree with the assessment? It is a very accurate and fair for a science advisor to rule that as flawed instantly, because they know that it wouldn't stand up in the scientific community.