Is the Healthy Middle Ear a Normally Sterile Site?
Bibliographic record
Abstract
OBJECTIVE: To systematically evaluate the presumption that the healthy middle ear becomes colonized with organisms via the patent eustachian tube using modern microbiologic techniques. STUDY DESIGN: Sterile saline washings were obtained from the middle ear of patients in a prospective fashion. SETTING: Tertiary/quaternary referral centers. PATIENTS: Pediatric and adult patients undergoing cochlear implantation surgery. INTERVENTION(S): Standard bacterial and viral cultures, and nucleic acid amplification techniques. MAIN OUTCOME MEASURE(S): Identification of organisms. RESULTS: Specimens were obtained from 13 children and 9 adults. No organisms were identified in any of the specimens, either through standard culture or PCR testing. CONCLUSION: The presumption that the healthy middle ear is colonized by bacteria from the nasopharynx is unsubstantiated.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".