Is Ototopical Nystatin Ototoxic? A Chinchilla Model
Bibliographic record
Abstract
In this prospective controlled animal study, the authors investigated the potential ototoxic effects of ototopical application of nystatin through a tympanostomy tube, using their established chinchilla animal model. Each of the 10 animals used had ventilation tubes inserted in both ears; 1 ear was randomly assigned to receive nystatin suspension, whereas the other ear did not receive any medication, serving as control. Distortion product otoacoustic emissions (DPOAEs) were measured in each animal before application of nystatin and at 45 and 60 days after application. Each cochlea was also processed for scanning electron microscopy (SEM) at the end of the experiment. There was no significant difference in the DPOAEs and SEM appearances of the experimental and control ears over the 60-day period of the experiment. The authors conclude that transtympanic nystatin did not produce any long-term ototoxic effects detectable by DPOAEs or SEM.
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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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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; both teacher heads agree on what is shown here.
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".