Calculations of apparent ruminal synthesis and intestinal absorption of biotin in dairy cows as influenced by the extraction method
Bibliographic record
Abstract
Biotin is present in nature either free or as biocytin, which is only degraded under the action of a specific enzyme: biotinidase. This enzyme is not included in analytical assays generally used. A method for sample preparation using biotinidase was developed in our laboratory before analysis by ELISA. Three cows equipped with duodenal and ileal cannulae were used to compare the effects of methods of sample preparation on calculations of apparent ruminal synthesis and intestinal absorption of biotin. There was no apparent ruminal synthesis of biotin, no matter whether free or total biotin was measured (p = 0.84). Results also suggested that rumen microbes cannot utilize nor degrade biocytin present in the feed. Estimates of apparent intestinal absorption were influenced by the sample preparation method (p = 0.002). Analysis of free biotin caused an artefact, suggesting intestinal synthesis of this vitamin; whereas determination of total biotin concentrations showed that absorption was taking place in the small intestine.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| 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 | 0.001 | 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 source (direct Gemma or distilled Codex), 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".