Effect of Cystic Fibrosis and Non-Cystic Fibrosis Plasma on <sup>45</sup> Ca and <sup>35</sup> SO <sub>4</sub> Uptake and Retention by the Small Intestine at the Cellular Level in the Guinea Pig
Bibliographic record
Abstract
A highly significant increase in net fluxes across the guinea-pig small intestine for both 45Ca2+ and 35SO4(2-), in the presence of cystic fibrosis plasma compared with non-cystic fibrosis plasma, was observed (p less than 0.001). In the presence of cystic fibrosis plasma, the nuclear, mitochondrial, microsomal and soluble fractions retained greater activity when compared with non-cystic fibrosis plasma. Of all the fractions, the nuclear fraction retained the highest activity both for 45Ca2+ and 35SO4(2-). These findings indicate that cystic fibrosis plasma increases the net fluxes and raises the retention of 45Ca2+ and 35SO4(2-) in guinea-pig small intestine at the cellular level.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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".