Bibliographic record
Abstract
A female term infant 40 h of age was found to be unresponsive, apneic and asystolic while being held by her father in the newborn nursery at the authors' hospital. She was born uneventfully to a nonconsanguineous Caucasian couple. Her birth weight was 2.6 kg and she was exclusively breastfed. Cardiopulmonary resuscitation was initiated immediately, in addition to epinephrine, fluids and sodium bicarbonate. Within 25 min, her heart rate was stabilized. Initial work-up revealed profound hypoglycemia (serum glucose 0 mmol/L; normal 2.5 mmol/L to 5.0 mmol/L) and lactic acidosis (serum lactate 8.8 mmol/L; normal <2.5 mmol/L). She responded to glucose boluses but required intake up to 13 mg/kg/min to maintain euglycemia. Physical examination on admission to the neonatal intensive care unit revealed a nondysmorphic infant who was obtunded, hypotonic and hyporeflexic. Pupils were dilated and sluggish. These findings were consistent with severe neonatal encephalopathy. She underwent 72 h of therapeutic hypothermia for neuroprotection. Clinical seizures were observed 12 h into hypothermia and controlled by phenobarbital. Hypotension was managed by dobutamine infusion. She remained on mechanical ventilation for 8 h and then extubated to continuous positive airway pressure for four days before being successfully weaned to room air.
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 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.007 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".