Neuropathology of Central Respiratory Dysfunction in Infancy
Bibliographic record
Abstract
We studied the neuropathology of 7 infants who had primary respiratory problems unrelated to increased intracranial pressure. These infants ranged in age from newborn to 2 years. Five were male. In 2 of them the main neuropathological findings were in the brainstem with prominent neuroglial heterotopia in the subarachnoid space, and aplasia of the VI and VII cranial nerves. Two infants had abnormalities of the X and XII nerves together with neuronal heterotopia and migration failure of the inferior olivary nuclei. In 1 infant diagnosed with Ondine's curse, examination showed diffuse neuronal loss and gliosis in the medullary tegmentum. One infant had a unilateral infarction in the medulla and another showed extensive gliosis in the brainstem tegmentum along with a large infarction in the region of the anterior cerebral artery. These infants exhibited a spectrum of abnormalities including neuronal dysplasia, gliosis and hypoxic-ischemic changes. In the differential diagnosis of respiratory dysfunction in infants a rare consideration is a central etiology based on malformation of essential neuronal components of the brainstem.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".