Update on Intratympanic Gentamicin for Meniere's Disease
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: To review the literature relating to intratympanic gentamicin injection therapy for Meniere's disease to detect consistencies and differences that might suggest optimal technique. DESIGN: Retrospective literature review. METHODS: Eighteen papers from the literature regarding clinical experience with intratympanic gentamicin injections for treatment of Meniere's disease were reviewed and tabulated. RESULTS: All papers reported high success rates in treating episodic vertigo of Meniere's disease, but technique, dose, duration, and treatment philosophy varied considerably. Hearing loss was typically reported in about 30% of patients. CONCLUSION: No single technique of gentamicin injection has a significant medical advantage over the others. Until controlled studies indicate otherwise, nonmedical needs such as convenience and safety may be considered when choosing a technique.
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 0.003 |
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 it