Case Report of Proximal Stem Villi Vasculitis in Covid-19
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A 28-year-old female (Gravida 2, Para 1) who was 40 weeks pregnant was admitted to hospital with vaginal bleeding and uterine contractures. Tests for hepatitis B and group B streptococci were negative. Her peripheral blood showed mild thrombocytopenia (116 x 10^9/L, Range: 150-400 x10^9) but no lymphocytopenia. The nasopharyngeal swab sent for corona virus RT-PCR test confirmed COVID-19 infection. However, she had no upper respiratory symptom. The induction with amniotomy and oxytocin resulted in spontaneous vaginal delivery of a live baby girl (Apgar score 9 at 1 and 5 minutes) weighs 3463 grams with no morphological abnormality. The nasopharyngeal swab sent for corona virus RT-PCR test on day 1 and 3 after birth were negative for COVID-19. The macroscopic examination of placenta showed 466 grams term placenta (25-35 percentile for age) with attached cords and membranes. Microscopic examination shows multiple foci of proximal stem villi vasculitis (Figure 1). The immunohistochemistry showed that the vascular walls are invaded mainly by T-cells (CD3 and CD5 positive) and histiocytes (CD68 positive) and scattered neutrophils (myeloperoxidase positive).
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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 | 0.009 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 it