Suitability of testicular tissue fluid from castrated piglets to verify sow vaccination status and herd monitoring
Bibliographic record
Abstract
INTRODUCTION: In a proof of concept, PCV2-specific IgG-antibodies from testicular tissue fluid of seven-day-old castrated piglets were measured to verify the vaccination status of their mothers. Twelve randomly selected sows were vaccinated twice during the last third of gestation with a PCV2 vaccine, while ten controls received only adjuvant. PCV2- specific IgG-antibody titers of serum and colostrum from the sows were correlated with PCV2-specific IgG-antibody titers of serum and testicular tissue fluid of their castrated male offspring. Vaccinated sows showed significantly higher average PCV2-specific IgG-antibody titers in serum (29250 ELISA units, EU) and colostrum (65410 EU) compared to 980 EU and 2630 EU of the control group, respectively. Moreover, significantly higher average concentrations of antibodies were also measured in the serum (9362 EU vs. 247 EU) and the testicular tissue fluid (4022 EU vs. 354 EU) of piglets from vaccinated compared to piglets from adjuvant administered sows. Importantly, a strong linear correlation between PCV2-specific IgG-antibodies in the serum of the piglets and in their testicular tissue fluid was found (rs = 0.9148). PCV2-specific IgG-antibody titers of testicular tissue fluid from five randomly selected piglets allowed the determination of the vaccination status of the herd with a reliability of 98% for vaccinated and 73% for unvaccinated sows. Furthermore, using castration waste products is a very animal friendly method to replace painful and time-consuming blood samplings for herd monitoring or to verify vaccination status.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".