The Activation of the Retinoic Acid Response Element Is Inhibited in an Animal Model of Congenital Diaphragmatic Hernia
Why this work is in the frame
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Bibliographic record
Abstract
Defects very similar to those seen in infants born with congenital diaphragmatic hernias can be induced in rodents by the administration of the teratogen nitrofen. There is an interest in understanding the biochemical mechanisms of nitrofen's actions in hopes of gaining insights into the etiology of congenital diaphragmatic hernia. In this study, we test the hypothesis that nitrofen is acting to perturb the retinoid signaling pathway by utilizing genetically engineered mice that have the lacZ reporter gene linked to a retinoic acid response element (RARE). We demonstrate a pronounced suppression of RARE-lacZ expression by nitrofen in vitro (by approximately 64%) and in vivo (by approximately 43%).
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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 | 0.000 | 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 it