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Record W4408299994 · doi:10.1093/ofid/ofae602

Early Childhood Neurodevelopmental Outcomes After Early Infant Invasive Group B Streptococcal Infection in Uganda

2024· article· en· W4408299994 on OpenAlexaff
Samantha Sadoo, Carol Nanyunja, Hannah G Davies, Valerie Tusubira, Cleophas Komugisha, Joseph Peacock, Margaret Sewegaba, Philippa Musoke, Musa Sekikubo, Kirsty Le Doaré, Cally J Tann, Abdelmajid Djennad, Agnes Nyamaizi, Agnes Ssali, Alexander Amone, Amusa Wamawobe, Annettee Nakimuli, Caitlin Farley, Christine Najuka, Dan R Shelley, Edward Portal, Emilie Karafillakis, Geraldine O’Hara, Godfrey Matovu, Janet Seeley, Juliet Nsimire Sendagala, Katie Cowie, Konstantinos Karampatsas, Lauren Hookham, Madeleine Cochet, Maxensia Owor, Melanie Etti, Merryn Voysey, Moses Musooko, O. Brad Spiller, Patience Atuhaire, Paul T. Heath, Phiona Nalubega, Pooja Ravji, Richard Katungye, Ritah Namugumya, Rose Azuba, Sam Kipyeko, Sue Beach, Stephen D. Bentley, Tim Old, Tobius Mutabazi, Vicki Chalker

Bibliographic record

VenueOpen Forum Infectious Diseases · 2024
Typearticle
Languageen
FieldMedicine
TopicNeonatal and Maternal Infections
Canadian institutionsInstitute of Infection and Immunity
FundersBill and Melinda Gates Foundation
KeywordsMedicineCerebral palsyPediatricsSepsisInterquartile rangeCohortBayley Scales of Infant DevelopmentNeonatal sepsisCohort studyPopulationInternal medicinePhysical therapyPsychomotor learningPsychiatryCognition

Abstract

fetched live from OpenAlex

Background: Group B streptococcal (GBS) sepsis during infancy is a leading cause of child mortality and an important contributor to long-term neurodisability. Data on outcomes among invasive GBS infection survivors in low- and middle-income countries are limited. We present 2-year neurodevelopment and growth outcomes after GBS sepsis in Uganda. Methods: Participants were infants with culture-proven GBS sepsis <3 months of age and a gestationally matched comparison cohort of infants who did not have GBS sepsis in Kampala, Uganda. Neurodevelopmental impairment up to 24 months (corrected age) was assessed using the Bayley Scales of Infant Development and Hammersmith Infant Neurological Examination. Weight, height, mid-upper arm circumference, and occipito-frontal circumference were measured. Results: Neurodevelopmental outcome data were available for 16 survivors of GBS sepsis and 59 comparison children. Among survivors of GBS sepsis, cognitive and language scores were lower (median difference [interquartile range], -5 [-10 to 0] and -8 [-15 to -2], respectively). Moderate to severe neurodevelopmental impairment occurred in 31% (5/16) in the GBS cohort compared with 8.5% (5/59) in the non-GBS cohort. Three children with neurodevelopmental impairment had cerebral palsy (bilateral spasticity), and 2 had global developmental delay without cerebral palsy. GBS sepsis survivors were more likely to have undernutrition compared with comparison children (25% vs 10%), largely due to severe undernutrition among those with cerebral palsy. Conclusions: In this Sub-Saharan African population, survivors of infant GBS sepsis were more likely to have impaired neurodevelopmental and growth outcomes compared with children who did not have GBS sepsis. GBS sepsis survivors should be included in long-term follow-up programs to monitor for neurodevelopmental difficulties and initiate early referrals to support services.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.007
GPT teacher head0.261
Teacher spread0.254 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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