Role of the IGF/HGF/Gln on the culture of the intestinal organoid in vitro
Bibliographic record
Abstract
Objective: To investigate the nutritious effects of IGF, HGF and Gln on intestinal mucosal precursor cells in vitro.Methods: Different combinations of IGF,HGF and Gln were used to observe their effects on the expansion and development of the cultured intestinal mucosal precursor cells.Results: The combination of IGF,HGF and Gln could markedly promote the expansion of cultured intestinal mucosal precursor cells.Although IGF or HGF alone could promote the expansion of intestinal mucosal precursor cells, they had little effects on the development.On the contrary,Gln alone can promote the development of intestinal mucosal precursor cells,but it had little effects on their expansion.Conclusion: IGF,HGF or Gln alone has little effects on the expansion and development of the intestinal mucosal precursor cells.When they are used together,they can efficiently provide the essential stimuli for the expansion of the cultured intestinal mucosal precursor cells in vitro and enable the recombination of the different cells and formation of intestinal mucosa-like structure in vitro.
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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 | 0.000 | 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 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".