In Utero Diagnosis and Management of a Fetus With Homozygous α-Thalassemia in the Second Trimester
Bibliographic record
Abstract
Alpha thalassemia with the absence of 4 α-globin genes leads to fetal hydrops and fetal death from anemia. Historically considered a lethal condition, optimal in utero management of homozygous α-thalassemia is unclear. A fetus of Filipino descent at 26 weeks gestation presented with ultrasound evidence of anemia. Cordocentesis confirmed anemia and homozygous α-thalassemia (--/--). Intrauterine transfusion corrected anemia but fetal growth restriction and oligohydramnios persisted. Intrauterine exchange transfusion improved hemoglobin parameters, fetal growth, and oligohydramnios. The late preterm infant was delivered with classic limb reduction defects. Hemoglobin Bart's is nonfunctional for oxygen transport, and intrauterine exchange transfusion may be effective first-line therapy and further investigation is warranted.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".