ENDOSCOPIC REMOVAL OF A FOREIGN BODY IN A MEXICAN AXOLOTL (AMBYSTOMA MEXICANUM) WITH THE USE OF MS222-INDUCED IMMOBILIZATION
Bibliographic record
Abstract
This communication briefly describes the use of tricaine methanesulfonate (MS222) to induce chemical restraint/general anesthesia of a Mexican axolotl (Ambystoma mexicanum) for the endoscopic retrieval of a gastric foreign body. There is very little published scientific literature concerning the anesthesia of Mexican axolotls. The anesthesia used in this case was an immersion bath of tricaine methanesulfonate where the concentration of tricaine methanesulfonate was gradually increased to 500 mg/L (ppm) over a 15-min period. A loss of righting reflex was observed within 3 min of attaining the final concentration of the anesthetic bath. The first voluntary movements following the transfer to a freshwater bath occurred within 7 min. The recovery was uneventful. Tricaine methanesulfonate in this case proved to be an effective anesthetic agent for a short, minimally invasive procedure.
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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 | 0.001 | 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".