Inotropic Therapies in Asphyxiated Neonates: The Clinical and Laboratory Facts
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Asphyxiated neonates often have hypotension, shock and poor tissue perfusion. Various inotropic medications are commonly used to provide the cardiovascular support to improve the blood pressure and to treat shock. However, there is a paucity of literature on the systemic and regional hemodynamic effects of these inotropic medications in asphyxiated neonates, necessitating cautious translation of findings from other clinical populations and animal studies. This review discusses the current available information, from both clinical studies and animal models of neonatal asphyxia, on commonly used mediations including dopamine, dobutamine, epinephrine, milrinone, levosimendan and hydrocortisone. Keywords: Newborn, asphyxia, inotropes, catecholamines, blood pressure
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it