The role of C‐reactive protein in modern obstetric and gynecological practice
Bibliographic record
Abstract
C-reactive protein is an acute phase protein widely used as an indicator of infectious or inflammatory conditions. Traditionally it has been used as an adjunctive test for inflammation and as a marker of disease activity. Though sensitive, its nonspecific nature imposes limitation on its clinical use. Currently C-reactive protein is used in the management of chorioamnionitis, preterm premature rupture of membranes, pelvic inflammatory disease, and urinary tract infection. Interestingly, several obstetric conditions such as pre-eclampsia and gestational diabetes are now known to have an underlying inflammatory basis and there is an emerging role of C-reactive protein testing in managing these diseases. Additionally C-reactive protein testing has an established place in management of several acute abdominal conditions. The aim of this paper is to review the place of C-reactive protein in modern obstetric and gynecological practice.
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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 | 0.001 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".