Fetal nasal bone length at 19–26 weeks’ gestation in Vietnam
Bibliographic record
Abstract
Abstract Aim The purpose of this study was to establish the normal range of fetal nasal bone length (NBL) at the second trimester of gestation in Vietnamese pregnancies. Methods A prospective cross‐sectional study was carried out. A total of 2432 singleton pregnancies were evaluated for fetal NBL at 19–26 weeks 6 days between 1 January 2013 and 31 December 2014. Three measurements of NBL were taken and the largest value was chosen. Fetal anomalies and neonatal abnormalities were excluded. Results Mean fetal NBL was 6.75 ± 0.82 mm and mean gestational age was 22.2 ± 1.4 weeks. Median NBL increased linearly with advancing gestational age: NBL (mm) = 0.26 × gestational age (weeks) + 1.03 (R2 = 0.20; P < 0.000). The fifth percentile of fetal NBL ranged from 4.6 to 6.3 mm, corresponding with gestational age 19–26 weeks. Conclusion The normal range of NBL was established at second trimester in Vietnamese pregnancies. NBL at the fifth percentile for gestational age was different from that of other Asian ethnicities. It is necessary to define short NBL or hypoplasia of NBL with regard to ethnicity.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".