Acute Mastoiditis Before Pneumococcal Vaccination: The Experience of a Large Tertiary Care Pediatric Hospital
Bibliographic record
Abstract
To report the experience of a large tertiary care pediatric center during a period of increasing Streptococcus pneumoniae antimicrobial resistance before the introduction of pneumococcal vaccine in Israel. Retrospective chart review of children diagnosed acute mastoiditis (AM) between January 1997 and December 2007. The children were divided into 4 age groups (6-11, 12-23, 24-35, and 36-40 months), and each group was compared with the others. A total of 198 AM episodes were recorded during the 10-year study period. The most prevalent pathogen was S. pneumonia, with a very low (15%) penicillin resistance rate (minimal inhibitory concentration ≥ 2). Complications were more prevalent in the 12- to 23-month age group. The number of AM cases increased during the study period. Penicillin resistance did not play an important role in determining the morbidity before the introduction of pneumococcal conjugate vaccine.
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.
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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".