Bovine respiratory syncytial virus-specific IgG-1 in nasal secretions of colostrum-fed neonatal calves.
Bibliographic record
Abstract
= 9) within 6 h of birth. Venous blood and nasal secretions obtained before feeding and at 24 h of age were assayed for total IgG (serum) by radial immunodiffusion and for BRSV-specific total IgG, IgG-1, and IgG-2 by indirect enzyme-linked immunosorbent assay (ELISA). Calves that were fed a CR had higher concentrations of BRSV-specific IgG and IgG-1 in their serum and nasal secretions compared to calves fed product PR; calves fed the PR had higher levels of serum BRSV-specific IgG-2. The only subclass of antibodies detected in nasal secretions was IgG-1. Re-secretion of passive IgG with neutralizing activity, onto the nasal mucosa could contribute to BRSV-associated disease-sparing observed in the laboratory and in the field. Use of PR will result in lower nasal antibodies since IgG-2 is not re-secreted.
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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 | 0.000 | 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) | 0.001 | 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".