Ontogeny of Cytokine Gene Expression in the Chicken Spleen
Bibliographic record
Abstract
Cytokine gene expression in the chicken spleen during embryogenesis and the early posthatch period was investigated in the present study. The constitutive expression of interleukin-4, interleukin-10, interleukin-18, and interferon-gamma genes was detectable as early as embryonic day 12. Expression of cytokine genes was higher in the spleen of posthatch chickens compared with chick embryos. There was a gradual increase in expression of all the cytokine genes in the spleen, which peaked by d 7 posthatch. This expression pattern coincided with the completion of T-cell colonization and structural development of the spleen during the early posthatch period. It is therefore possible that the cytokines examined in the present study are involved in the maturation of colonized T cells and in shaping the spleen microenvironment.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".