1325. Neurodevelopmental outcomes in preschoolers following viral meningitis is Canterbury, New Zealand
Bibliographic record
Abstract
Abstract Background Most childhood meningitis nowadays is caused by viruses in countries with widespread use of conjugate vaccines. There is limited knowledge about outcomes following childhood viral meningitis, necessary to inform clinical guidelines. Methods Children aged 19-42 months in Canterbury New Zealand, who had enterovirus (EV) or human parechovirus (HPEV) meningitis as infants were included. Clinical data was collected. Comprehensive neurodevelopmental assessments were completed using the Bayley Scale for Infant Development (BSID) Third Edition. Mean composite and scaled scores, and proportion below cutoff were assessed in each domain. Normative mean composite scores for any domain is 100. Expected scaled score range is 8-12. Mean scores between EV and HPEV meningitis were compared by t-tests, with P< 0.05 considered significant. Results BSID assessments were completed for 33 children (55% male) of mean age 31 months, from 2019-22, including 23 with EV and 10 with HPEV meningitis. There were 24 children of NZ European, 4 Māori, 4 Asian, and 1 Middle Eastern ethnicity. Mean age at diagnosis was 43 days, and mean length of admission was 2.79 days (CI 1.74-3.15). Of 33 children, 32 (97%) received intravenous or intramuscular antibiotics, 6 (18%) received a fluid bolus on arrival at hospital, and 9 (27%) required high dependency or intensive care. Following viral meningitis, parents reported developmental speech concerns in 6 children, and delayed motor milestones in 1 child. There was no reported sensorineural hearing loss. BSID mean composite scores were in expected range for cognition 102 (CI 98-106), language 96 (93-100) and motor 102 (98-106) domains. Mean scaled scores were in expected range for receptive language 9 (9-10), expressive language 9 (9-10), fine motor 11 (11-12) and gross motor 9 (9-10) domains. Overall, 12/33 (36%) children had below expected scores in one area of development including cognition (2/33; 6%), receptive language (6/33; 18%), expressive language (5/33; 15%), and gross motor (6/33; 18%). There were no significant differences between BSID scores in EV and HPEV meningitis. Conclusion Following viral meningitis, 36% percent of preschool children had findings below expected in at least one developmental domain, suggesting targeted follow-up should be considered. Disclosures Manish Sadarangani, BM BCh, FRCPC, DPhil, GlaxoSmithKline: Grant/Research Support|Merck: Grant/Research Support|Moderna: Grant/Research Support|Pfizer: Grant/Research Support|Sanofi Pasteur: Grant/Research Support|Seqirus: Grant/Research Support|Symvivo: Grant/Research Support|VBI Vaccines: Grant/Research Support
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".