Value of Serum β-hCG in Pathogenesis of Pre-Eclampsia
Bibliographic record
Abstract
Background: Pre-eclampsia is a pregnancy specific disorder responsible for maternal and foetal morbidity and mortality. The aim of the present study was to find out the association of serum level of maternal β-hCG in normal pregnancy and pre-eclampsia and its role in development of pre-eclampsia. Methods: The prospective randomized controlled study was conducted on 50 cases of pre-eclampsia with singleton foetus and 50 normotensive singleton mothers in the third trimester of pregnancy. The paired samples of serum samples were estimated for β-hCG and results were analyzed statistically using SPSS 17. Result: The serum level of maternal β-hCG was markedly raised in preeclampsia (18,087.42 ± 2,014.17 mIU/mL) in comparison to controlled (8,391.06 ± 1,909.64 mIU/mL) and parallel with the severity of pre-eclampsia. Conclusion: The maternal serum level of β-hCG plays one of the important role in pathogenesis of pre-eclampsia and its severity. doi: http://dx.doi.org/10.4021/jcgo57w
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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 | 0.002 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".