The Ontogeny of Growth Hormone, Insulin-Like Growth Factors and Sex Steroids: Molecular Aspects
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
Insulin-like growth factors (IGF-1 and IGF-2) are synthesized by many tissues in response to GH treatment and regulate cellular growth and differentiation. Fetal serum contains abundant GH, and many fetal tissues express GH receptors, but the clinical significance of GH in fetal development in humans is uncertain because hypopituitary newborns have normal birth size. The biological actions of IGFs are modulated by a family of binding proteins (IGFBPs). The demonstration of IGF and IGFBP transcripts in preimplantation embryos indicates that the influence of IGFs and IGFBPs in fetal development begins even prior to implantation. IGF and IGFBP mRNAs, except IGFBP-1 mRNA, are expressed at variable levels in many fetal tissues throughout gestation. Although the IGF mRNAs are widely expressed, IGFBP mRNAs manifest in specific cell types in a spatially and temporally specific manner, suggesting that they indicate sites of IGF action. Conditions of undernutrition and chronic hypoxemia, known to cause intrauterine growth retardation in fetuses, alter IGFBP and IGF-1 but not IGF-2 gene expression, thus indicating the role for IGF-1 and IGFBPs as mediators of altered growth. IGF and IGFBP genes are also expressed in many fetal endocrine tissues including those secreting sex steroids. Null mutation of the IGF-1 gene leads to retarded development of the primary sex organs. In the fetal adrenal gland, IGF-2 mRNA is localized to 3 beta-hydroxysteroid hydrogenase (3 beta-HSD) immunoreactive cells, suggesting a close relationship to steroid hormone biosynthesis. IGFBPs are important paracrine modulators of IGF action during development, and are crucial regulators of cellular growth and differentiation by modulating IGF-dependent or -independent actions in all tissues including developing endocrine glands.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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