Bibliographic record
Abstract
OBJECTIVE: To establish the proportion of children who develop sensorineural hearing loss after bacterial meningitis and to correlate such loss with patient factors. STUDY DESIGN: Retrospective case review. SETTING: McMaster University Children's Hospital, a tertiary referral center. PATIENTS: Children between the ages of 1 day and 18 years admitted to McMaster University Children's Hospital with a confirmed diagnosis of bacterial meningitis between January 1, 1991 and December 30, 2000. INTERVENTIONS: Audiological assessment including auditory brainstem responses and cortical electric-response audiometry or standard audiometry. MAIN OUTCOME MEASURES: The nature of sensorineural hearing loss was assessed according to the degree (mild to profound) and course (transient versus permanent). Correlations between sensorineural hearing loss and the patient's age, sex, duration of illness before admission, use of dexamethasone, concurrent neurologic complications, and types of pathogens were evaluated. Patterns of inpatient and outpatient audiological assessment were determined. RESULTS: Seventy-nine children had confirmed bacterial meningitis. Streptococcus pneumoniae accounted for 36.7 percent of all cases, followed-up by Neisseria meningitides (16.5%), group B Streptococcus (15.2%), and Hemophilus influenzae (13.9%). Sixty-eight (86.1%) children underwent hearing assessment, either as inpatients or after discharge. Of the remaining 11 (13.9%) in whom audiological evaluation could not be confirmed, only two made mention of a referral. As such, a nonreferral rate of 11.4 percent was identified. Abnormal auditory brainstem response findings were present in 22 cases (32.3%), with 11 cases (13.9%) of permanent sensorineural hearing loss identified. A statistically significant association between sensorineural hearing loss and Streptococcus pneumoniae was found (p < 0.001). No association between age, sex, duration of illness before admission, use of dexamethasone, and number of concurrent neurologic complications could be established. CONCLUSIONS: In our series, 11 children (13.9%) experienced permanent sensorineural hearing loss, consistent with previously reported rates of 5 to 35 percent within the pediatric population. Since introduction of the Hemophilus influenzae type B vaccine, Streptococcus pneumoniae has emerged as the dominant causative organism of bacterial meningitis in children. Our study additionally confirms the role of Streptococcus pneumoniae as a precipitant of sensorineural hearing loss (p < 0.001). Audiological assessment in our series (86.1%) exceeds most of the screening rates previously reported in the literature. Because of compliance problems with outpatient audiological assessment and because early identification and expedient amplification lead to better academic and language outcomes, routine inpatient audiological screening of postmeningitic children is advocated.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".