Bibliographic record
Abstract
OBJECTIVE: Mastoiditis, subperiosteal abscess and sigmoid vein thrombosis are the most common suppurative complications of acute otitis media (AOM). Luc's abscess, a subperiosteal temporal collection, is an infrequent complication with a particularly benign course. PATIENTS: Two children, aged 5 years, presented with AOM complicated by an atypical abscess deep to the temporalis muscle, with no evidence for mastoid or zygomatic arch involvement. INTERVENTION(S): Computed tomographic scan was performed in only 1 child. In both children, treatment included antibiotic therapy, grommet insertion, and local surgical drainage of the temporalis abscess. In addition, a cortical mastoidectomy was performed in the patient who did not undergo computed tomography, based on clinical assessment. MAIN OUTCOME MEASURE(S): Clinical improvement, resolution of symptoms. RESULTS: Both patients recovered shortly following the surgical drainage. Mastoidectomy was poor in findings and was concluded as redundant. CONCLUSION: Luc's abscess is associated with relatively little morbidity and requires a more limited surgical intervention. Computed tomographic scan is of great value to evaluate the extent of the disease and prevent needless mastoidectomy.
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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) | 0.000 | 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 | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".