Bibliographic record
Abstract
A newborn boy presented to the emergency room at 24 h of life with respiratory distress and jitteriness. He was born at term to a G1P0 mother who had an unremarkable pregnancy, protective serologies and no diabetes. She tested negative for group B streptococcus, and had no history of maternal herpes simplex virus infection. She denied smoking, alcohol and recreational drug use during pregnancy. The baby was born at home following an uncomplicated vaginal delivery. At 24 h of life, the baby was still grunting and jittery, and was brought to the emergency department. In the emergency department, he was in moderate respiratory distress. His respiratory rate was 76 breaths/min, with visible subcostal indrawing and nasal flaring. His heart rate was 150 beats/min, O2 saturation was 92% on room air and his rectal temperature was 36.8°C. The infant was alert, appeared warm and pink, but demonstrated fine tremor in all four limbs, which was suppressed by holding his limbs firmly. There were no dysmorphic features, fontanelles were flat, and the infant’s cardiorespiratory examination was normal. Neurological examination revealed normal primitive reflexes, but significantly increased tone to all four limbs. The infant’s bedside glucose level measured 0.34 g/L, which was normalized with a bolus of 10% dextrose in water. Jittery movements and hypertonia persisted despite correction of hypoglycemia. Full septic work-up was performed, and the infant was started on broad-spectrum antibiotics and admitted to the neonatal intensive care unit. Additional information from the mother provided the diagnosis.
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 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 | 0.000 |
| 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".