Clinical Heterogeneity in Ethylmalonic Encephalopathy
Bibliographic record
Abstract
Ethylmalonic encephalopathy is a recently described inborn error of metabolism characterized clinically by developmental delay and regression, recurrent petechiae, orthostatic acrocyanosis, and chronic diarrhea. We describe monochorionic twins presenting with hypotonia in infancy and diagnosed with ethylmalonic encephalopathy on the basis of biochemical findings. They are compound heterozygote for missense mutations in ETHE1. Magnetic resonance imaging changes affecting the white matter, corpus callosum, and basal ganglia were seen in both patients. At 10 years of age, they have severe axial hypotonia but never displayed petechiae, orthostatic acrocyanosis, or chronic diarrhea. Their clinical courses differ markedly; one had an episode of coma when she was 3 years old and now has spastic quadraparesis and cannot speak. The other can freely use her upper extremities, her pyramidal syndrome being mostly limited to the lower extremities, and can speak 2 languages. These patients illustrate the clinical heterogeneity of ethylmalonic encephalopathy, even in monochorionic twins.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".