Bibliographic record
Abstract
A four-month-old girl with a history of right leg hemihypertrophy and hypopigmented skin patches presented to the emergency room with irritability and a four-day history of jerky movements. These were described as symmetrical flexion of both upper extremities, occurring in clusters lasting 5 min to 10 min. She was afebrile with stable vital signs and no obvious dysmorphic features. Her weight was 6.7 kg (75th percentile). Several white spots were noted on her right cheek and both legs. She had right thigh hemihypertrophy. There was mildly decreased central tone with head lag and normal peripheral tone. There were no abdominal masses. She was born to a 33-year-old G3P1A1 mother at 40 weeks' gestation by vaginal delivery. Her birth weight was 3.46 kg (between the 50th and 75th percentiles). The pregnancy was uncomplicated and her prenatal ultrasound was normal. On the first day of life, she was noted to have right leg hemihypertrophy and was seen by the genetics department. Her family history was negative for overgrowth syndromes. Her mother had one hypopigmented skin lesion on her left leg. There was no consanguinity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.006 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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".