Response to Pre-Pregnancy Blood Pressure and Offspring Sex in the HUNT Study, Norway
Bibliographic record
Abstract
We thank Haug et al. for their interest in our recent findings on maternal blood pressure prior to pregnancy and subsequent sex of the baby at delivery.1,2 As previously reported,1 in 1,411 women participating in a prospective preconception cohort study in China, we noted that maternal systolic blood pressure measured at median 26.3 weeks prior to pregnancy was higher in those who went on to deliver a boy, as compared to those who delivered a girl (both before and after covariate adjustment). Furthermore, on logistic regression analyses, maternal pregravid systolic blood pressure emerged as the only significant predictor of subsequently delivering a male baby.1 As this association certainly requires confirmation in other populations, we read with interest the letter by Haug et al. describing a comparable analysis in 2,427 women from Norway.2 They found no significant difference in blood pressure at median 3 years before pregnancy in those who delivered a boy as compared to those who delivered a girl. The question thus arises of how to reconcile these conflicting findings. In this regard, Haug et al. note 2 differences between the studies that may be relevant to the conflicting findings. The first is that the study populations are quite different in their ethnic composition, with one study performed in China and the other in Norway. We concur that one would not expect fundamental biologic relationships to differ between ethnic groups, although we cannot exclude the possibility of unrecognized differences between populations (particularly in the context of observational study designs). A more important difference may be the timing of the pregravid blood pressure assessment in relation to the pregnancy. Indeed, the studies differed considerably in this regard, in that pregravid blood pressure assessment was much closer to the pregnancy in the Chinese preconception cohort than in the Norwegian study (median 26.3 weeks vs. median 3 years prior to gestation). Although Haug et al. found that blood pressure was not a significant predictor of delivering a boy in the subset of 1,210 women in whom it was measured within 3 years prior to pregnancy,2 it is unclear how near to gestation the blood pressure measurement was performed in this subset and whether differences therein from the median 26.3 weeks in the Chinese cohort may be relevant. It is worth noting that we raised the question of whether there may be underlying physiologic features in a woman that relate to her likelihood of sex-specific fetal loss and hence her likelihood of delivering a boy or girl because of (i) recognition that the population sex ratio at birth can be affected by adverse societal conditions3 and (ii) the recent demonstration of sex-biased fetal loss at different timepoints across human gestation.4 In this context, maternal physiologic features near conception may better reflect the relevant physiology that bears upon subsequent sex-specific fetal loss during gestation. This may be particularly important for a dynamic measure such as blood pressure. While this model remains conjecture at this time, it requires further evaluation in future studies. The authors declared no conflict of interest.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".