Fetal akinesia deformation sequence: Expanding the phenotypic spectrum
Bibliographic record
Abstract
We report on two unrelated fetuses born to nonconsanguineous couples with fetal akinesia deformation sequence (FADS). The fetuses shared facial features, micrognathia, fetal finger pads, bulbous digital tips, pterygia, clubfeet, ventriculomegaly, and cerebellar anomalies. Both had loss/absence of Purkinje cells in cerebellum. The first family had a similarly affected previous pregnancy suggesting an autosomal recessive inheritance. The second fetus, in addition to the findings in the first, had cleft palate and defective lobulation of lungs. These fetuses appear to have the Pena-Shokeir phenotype (PSP) or FADS. These two cases seem to define a newly recognizable subtype of FADS with bulbous digital tips, prominent digit pads and cerebellar anomalies, and highlight the phenotypic diversity of syndromes with multiple congenital contractures manifesting in utero.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| 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".