MALDI-TOF MS Quantification of Coccidiostats in Poultry Feeds
Bibliographic record
Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) is a relatively new technique that is having a great impact on analyses. This study is the first to demonstrate the use of linear MALDI-TOF MS to identify and quantify coccidiostats in poultry feeds. 2,5-Dihydroxybenzoic acid (DHB) was found to be the best matrix. In MALDI-TOF MS, coccidiostats form predominantly [M + Na](+) ions, with additional small amounts of [M + K](+) and [M - H + 2Na](+) ions, and no obvious fragment ions. Salinomycin and narasin were unstable in the concentrated DHB matrix solution but were stable when dried on the MALDI-TOF MS probe. A simple fast Sep-pak C18 cartridge purification procedure was developed for the MALDI-TOF MS quantification of coccidiostats in poultry feeds. The MALDI-TOF MS limit of detection for lasalocid, monensin, salinomycin, and narasin standards was 251, 22, 24, and 24 fmol, respectively. The method detection limit for salinomycin and narasin in poultry feeds was 2.4 microgram/g.
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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 | 0.000 | 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) | 0.002 | 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".