Acute Otitis Media Complications
Bibliographic record
Abstract
Objective: Acute otitis media is the result of viral or bacterial infections in the middle ear. Despite the frequent use of antibiotics for different reasons, it can still be present with serious complications. Although acute otitis media is most common between ages 3 months - 3 years, it can be seen in adults and even it may result in serious complications too. Patients and Methods: Our study was carried out by retrospectively screening patients who were admitted to Dumlupınar University Evliya Çelebi Training and Research Hospital between January 2013 and June 2015 for acute otitis media. During these years, hospital data of patients who have referred to our hospital have been reviewed for intracranial and intratemporal complications. Results: A total of 2475 patients with acute otitis media were included. Intracranial and intratemporal complications were observed in 16 patients. The most frequent complications were mastoiditis (in 4 patients), subperiosteal abscess, facial nerve palsy and meningitis (each in three patients). Acute labyrhintitis developed in two patients and petrositis in one. Conclusion: Despite the current preventive and therapeutic approaches, patients with acute otitis media can still present with complications.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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; 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".