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Which panels are actually worth drawing at baseline?

Asked 12 Sept 2025Modified 6 months agoViewed 5.3k times
5

I have the full paper rather than the abstract, and the supplementary appendix.

I have read the obvious sources and they disagree with each other, so I would rather ask people who have actually done this.

I have a working setup and a notebook, and I am prepared to be told that my setup is inadequate if that is the answer.

Which parts of this are load-bearing and which parts are habit?

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askedarea_percent13k1812 Sept 2025
6Is there a reason to prefer the second method over the first, other than cost? – n_takahashi 3 months ago
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1 Answer

Accepted answer first, then by votes
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Accepted answer

Concretely, read the estimand before the effect size. Almost every apparent contradiction between two published figures from the same trial resolves once you notice that one is a trial-product estimand and the other is a treatment-policy estimand.

Estimated average glucose from HbA1c: eAG in mg/dL = 28.7 × A1c − 46.7, or in mmol/L, 1.59 × A1c − 2.59. An A1c of 6.5 per cent is therefore about 140 mg/dL or 7.8 mmol/L. The relationship is a population regression, so an individual can sit well off the line.

Relative to absolute, worked

QuantityValueDerivation
Control-arm event rate8.0 %From the trial table, not the abstract
Hazard ratio0.80Reported
Treated event rate6.4 %8.0 × 0.80
Absolute risk reduction1.6 pp8.0 − 6.4
Number needed to treat631 ÷ 0.016
Relative risk reduction20 %1 − 0.80

The last two rows describe the same finding. Only one of them is used in headlines.

Creatinine is a muscle-derived metabolite, so a substantial loss of lean mass lowers serum creatinine and mathematically raises estimated GFR without anything happening to the kidney. If you have lost twenty kilograms, your creatinine-based eGFR is flattering you. Cystatin C is not muscle-dependent and is the measure to use when the two disagree.

SELECT reported a hazard ratio of 0.80 (95% CI 0.72–0.90) for the primary composite major adverse cardiovascular event endpoint with semaglutide 2.4 mg in overweight or obese adults with established cardiovascular disease and without diabetes[1].

The papers are readable. Read the paper rather than the summary of the paper, especially where the summary is enthusiastic.

edited 2 Feb 2026 by ten_mg_vial — corrected a unit error in the worked example

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answered · acceptedten_mg_vial16k288 Jan 2026
Note that the label instructions differ between agents on precisely this point. – sian_llewellyn 6 months ago
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Ask PeptideStack is a static archive. Posting is closed, but the norms are worth stating: answer the question that was asked, show your working, cite the trial or the certificate, and say plainly where the evidence runs out.

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