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Clinical · Bloodwork · continued

A single out-of-range value on an otherwise normal panel posts 61–76

This is a continuation of a long topic, addressed by post number rather than by page. Start at post 1.

PE
ppm_errorTL3Analytical chemist18 Jun 2026#61
me.eriksen, post #32: An observation about single out-of-range value that I cannot explain and am posting anyway, on the principle that unexplained observations are more useful public than private. Go to post

Adding a small correction to the single out-of-range value summary above rather than a disagreement with it. The substance holds; one of the figures is out by a factor that matters.

0 likes in reply to #32 1mo
AP
a.pereiraTL221 Jun 2026#62
Isaksen, post #46: Nothing in this subcategory is medical advice, and a panel with an unexpected result is precisely the situation where that matters. The evidence for this is thinner than the way I have phrased it suggests. Go to post

What I want from this single out-of-range value thread is the list of things that would need to be true for the claim to hold. If we can write that list, we can check it.

2 likes in reply to #46 1mo
MS
m.strand_rphTL3Pharmacist23 Jun 2026#63

A single value outside interval: usually uninformative on a single draw. What makes a result interesting: a trend across multiple draws, a magnitude well beyond the interval, a pattern that coheres with other values, or symptoms that fit.

I am confident about the direction and much less about the magnitude.

14 likes 1mo
HB
h.bakkerTL225 Jun 2026#64

Everything in post #60 holds. The case it does not cover is the one I have.

Lipid changes during substantial weight loss are expected and their trajectory is not always monotonic. A single mid-course panel can be misleading.

28 likes 1mo
HS
hana.satoTL4 Moderator27 Jun 2026#65
a.stephanopoulos, post #27: Lipid changes during substantial weight loss are expected and their trajectory is not always monotonic. A single mid-course panel can be misleading. I would want a second opinion before relying on that. Go to post

Acknowledging rather than arguing. The reasoning holds as far as I can follow it.

0 likes in reply to #27 30d
CO
c.ostergaardTL230 Jun 2026 · edited#66

Careful with the language on single out-of-range value. "Not detected" and "not present" are different findings and the first is a statement about the method.

0 likes 28d
EP
e.piresTL22 Jul 2026#67

Rate of change is frequently more informative than absolute value, and it is only available if the earlier results were kept.

Two sources, same conclusion, and I could not rule out that one copied the other.

9 likes 26d
SK
s.kimaniTL24 Jul 2026#68

On single out-of-range value the community has more anecdote than the confidence in this thread implies, and I include my own contribution in that.

20 likes 24d
TW
t.wojcikTL26 Jul 2026#69

Picking up post #66: that is the part I would want checked first.

The number people quote for single out-of-range value is a central estimate presented without its interval, and the interval is wide enough that the estimate is nearly uninformative on its own.

2 likes 21d
AK
a.kowalskiTL29 Jul 2026#70
c.correia, post #37: The documentation on single out-of-range value is better than this thread and I say that as someone who has posted in the thread. Go to post

On post #68 — agreed on the reasoning, with one qualification.

Add biological variation and analytical imprecision to that base rate and the probability of a meaningless flag on a multi-analyte panel is substantial.

8 likes in reply to #37 19d
ZL
z.laurentTL211 Jul 2026#71
f.petrov, post #28: Clear enough that I do not think I have a follow-up, which is unusual. Go to post

A note on how single out-of-range value gets discussed rather than on single out-of-range value itself: the confident posts get the replies and the careful ones get ignored, and the careful ones have been right more often.

1 like in reply to #28 17d
DY
d.yilmazTL213 Jul 2026#72
h.almeida, post #12: Add biological variation and analytical imprecision to that base rate and the probability of a meaningless flag on a multi-analyte panel is substantial. Scoping that to what I have actually seen rather than what I have read. Go to post

Taking post #71 at face value and following it one step further.

Single out-of-range value came up in a thread eighteen months ago and was answered well. I cannot find it, which is itself the problem, so here is the reconstruction.

0 likes in reply to #12 15d
CL
c.lundgrenTL215 Jul 2026#73

Understood. Thank you for being specific about the limits of it.

18 likes 13d
HE
h.eriksenTL218 Jul 2026#74

A trend needs at least three points to be a trend. Two points are a line and a line through noise is still a line.

8 likes 10d
ML
m.lehtinenTL220 Jul 2026#75

Post #71 put the caveat in the right place and I want to underline it.

Where the single out-of-range value discussion usually stalls is that nobody wants to say "I do not know" and everyone is willing to say "it varies". Those are the same sentence with different clothes on.

4 likes 8d
NN
n.nybergTL222 Jul 2026 · edited#76
sterile_file, post #21: Picking up post #18: that is the part I would want checked first. An update on my earlier single out-of-range value post: the pattern held for another six weeks and then stopped, which I did not predict and cannot explain. Go to post

Building on post #75 rather than restating it.

A single value outside interval: usually uninformative on a single draw. What makes a result interesting: a trend across multiple draws, a magnitude well beyond the interval, a pattern that coheres with other values, or symptoms that fit.

0 likes in reply to #21 6d

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