Maternal serum marker medians in Aboriginal Canadian women
Bibliographic record
Abstract
OBJECTIVES: The study evaluates the differences between Aboriginal and Caucasian women in the levels of maternal serum markers used in second-trimester Down syndrome screening (alpha-fetoprotein, unconjugated estriol, and total human chorionic gonadotrophin). METHODS: A case-control study compared the levels of serum markers in 401 Aboriginal women and 1565 matched controls selected from 7717 Caucasian women. The cases and controls were screened in a single centre and matched for maternal age, parity, and sample date. Women with multiple pregnancies and pregnancies associated with Down syndrome, open neural tube defects, trisomy 18, and insulin-dependent diabetes mellitus as well as women without weight recorded were excluded from the study. RESULTS: No differences in the levels of maternal serum alpha-fetoprotein and total human chorionic gonadotrophin were observed between the two groups. Maternal serum unconjugated estriol was 12% higher in Aboriginal women. DISCUSSION: Since Aboriginal women make up only a small proportion of women screened, correcting the level of uE3 for this group will have little effect on the overall screening performance. However, if these results are confirmed by further study, individual centres may consider making this correction, so optimal screening performance can be achieved in Aboriginal women.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".