Syphilis Infection: An Uncommon Etiology of Infectious Nonimmune Fetal Hydrops with Anemia
Bibliographic record
Abstract
An increased prevalence of syphilis has been observed in many developed countries over the last decade. During pregnancy, syphilis can affect the fetus through development of nonspecific symptoms such as microcephaly, ascites, hepatosplenomegaly, dilated and echogenic bowel, placentomegaly, and, uncommonly, fetal hydrops. Congenital syphilis also leads to hematologic abnormalities such as anemia, thrombocytopenia, leukopenia, and leukocytosis. We present a case of nonimmune fetal hydrops with anemia related to syphilis infection. Diagnosis was confirmed by a maternal serological test and microbiological testing on amniotic fluid, umbilical cord, and placental tissues. The patient was treated with penicillin and the fetus received an intrauterine red blood cell transfusion, but fetal death occurred shortly after. Such a presentation is mostly related to parvovirus B19, and syphilis etiology is poorly mentioned because physicians have rarely seen early congenital syphilis in the past. However, given the increasing prevalence of this disease in the adult population, clinicians should remain alert to the various presentations of congenital syphilis.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| 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 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".