Serial changes of lung morphology and biochemical profiles in a rat model of bronchopulmonary dysplasia induced by intra-amniotic lipopolysaccharide and postnatal hyperoxia
Bibliographic record
Abstract
AIM: to investigate serial changes of lung morphology and biochemical profiles in a rat model of bronchopulmonary dysplasia (BPD) induced by intra-amniotic lipopolysaccharide (LPS) administration and postnatal hyperoxia (85%). METHODS: we evaluated histological changes of the lungs and compared the levels of interleukin-6 (IL-6), vascular endothelial growth factor (VEGF), and protein carbonyl in lung tissue on days 1, 7, and 14 after birth in a rat model of BPD. RESULTS: the inhibition of alveolarization was sustained in the LPS plus hyperoxia group from day 7 to 14, whereas alveolarization resumed in the hyperoxia group after oxygen exposure was withdrawn at day 7. Administration of LPS alone did not adversely affect lung morphometry. IL-6 levels showed transient overexpression at day 1 in the LPS-treated groups, but decreased at days 7 and 14. VEGF protein levels were elevated in the LPS-treated groups, but not in the hyper-oxia and control groups at days 1, 7, and 14. Exposure to hyperoxia affected protein carbonyl levels in the hyperoxia group at days 7 and 14. CONCLUSION: lung injury induced by intra-amniotic inflammation and postnatal hyperoxia may be due to inhibition of alveolarization without recovery even after withdrawal of oxygen.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".