Effect of Phenobarbital on Cerebral Blood Flow in the Newborn Piglet under Stress
Bibliographic record
Abstract
Heart rate, cardiac output, mean arterial blood pressure (MABP), and cerebral blood flow (CBF) were measured in 12 newborn piglets (6 controls and 6 pretreated with 20 mg/kg phenobarbital), under two different stresses: pain stimulation and intravenous injection of 2.5 mg/kg phenylephrine. Phenobarbital prevented pain-induced tachycardia (p less than 0.05 versus controls) but failed to prevent hemodynamic changes induced by phenylephrine. CBF remained relatively constant throughout the study. A better correlation between cerebral vascular resistance and MABP was noted in the phenobarbital group (r = 0.58, p less than 0.01) than in the controls (r = 0.15, p = NS), suggesting that phenobarbital potentiates the vasoconstrictor effect of catecholamines.
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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 | 0.000 |
| 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 | 0.001 | 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".