Excessive Subchorionic Fibrinoid Deposition as a Component of Massive Perivillous Fibrin Deposition: A Case With Maternal Immune Thrombocytopenia
Bibliographic record
Abstract
Maternal floor infarction (MFI) and massive perivillous fibrin deposition (MPFD) are overlapping placental disorders of unknown etiology, associated with adverse obstetric outcome, and a significant risk of recurrence. We describe a 31-year-old mother with asymptomatic thrombocytopenia throughout pregnancy and a positive lupus anticoagulant. She delivered a normal female neonate at term, whose weight was small for gestational age, with a placenta weighing less than the 10 th percentile. Placental examination showed MPFD together with excessive subchorionic fibrinoid deposition. The placenta showed diffuse C4d deposition and an immune-mediated reaction was postulated for the pathogenesis of the placental changes. We suggest that excessive subchorionic fibrinoid deposition may be part of the morphologic spectrum of MFI/MPFD.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 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) | 0.001 | 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".