“From Sheep to Babe” - Menkes Disease
Bibliographic record
Abstract
A four-month-old boy presented with a new onset focal seizure lasting 18 minutes. During the seizure, his head and eyes were deviated to the left, and he assumed a fencing posture to the left with pursing of his lips. He had been unwell for one week, with episodes of poor feeding, during which he would become unresponsive, limp and stare for a few seconds. Developmentally he was delayed. He was not yet rolling, and he had only just begun to lift his head in prone position. He could grasp but was not reaching or bringing his hands together at the midline. He was cooing but not laughing. His past medical history was significant for term delivery with fetal distress and meconium staining. He was flat and blue at birth, with birth weight of 3.5 kg, and Apgar scores of 1 at one minute, 4 at 5 minutes, and 8 at 10 minutes. He required resuscitation with positive pressure ventilation for two minutes, and then had no further postnatal complications. Family history was remarkable for a paternal cousin with cortical malformation, epilepsy, and developmental delay. His mother and maternal grandmother had migraine headaches and fibromyalgia.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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".