6 Neurodevelopmental Outcomes of Extremely Preterm Infants with Late-Onset Bacterial Sepsis According to Type of Bacteria
Bibliographic record
Abstract
Abstract Primary Subject area Neonatal-Perinatal Medicine Background Late-onset sepsis (LOS) is associated with adverse neonatal outcome. There is limited data on the long-term neurodevelopmental (ND) outcomes of infants based on type of bacteria causing LOS. We hypothesize that the type of bacterial pathogen causing late-onset sepsis influences the developmental outcome in extremely preterm infants. Objectives To compare the neurodevelopmental (ND) outcomes at 18-24 months corrected age (CA) of infants born < 29 weeks who had late-onset sepsis (LOS) caused by: (1) gram-positive bacteria; (2) gram-negative bacteria; (3) mixed (both gram-positive and gram-negative bacteria); and (4) those with no sepsis (that is, no sepsis or culture-negative sepsis). Design/Methods In this retrospective multicentre cohort study, we studied infants born at <29 weeks’ gestational age (GA) between January 2010 and December 2017 and evaluated for neurodevelopmental assessment at 18–24 months’ CA at nine Canadian Neonatal Follow-up Network centers. Infants with early-onset sepsis, major congenital anomalies, those who received palliative care at birth, those who died before 2 days of age, those with non-bacterial infections, and those lost to follow up were excluded. Exposure is late-onset sepsis (LOS) which is defined as the presence of a pathogenic organism in the blood or cerebrospinal fluid culture obtained from a neonate suspected of having sepsis after 2 days of age. The primary outcome was a composite of death or ND impairment (NDI) defined as the presence of any one of the following: cerebral palsy, Bayley-III score of <85 on any one of the components (Cognitive, Language, Motor composite score), hearing loss, and visual impairment. Demographic factors and ND outcomes were compared among the four groups using univariate and multivariate analysis. Results Of the 3640 infants included, 823 (22.6%) had late-onset sepsis (LOS). Of the 823 infants with LOS, 569 (69.1%) infants had gram-positive sepsis, 172 (20.9%) had gram-negative sepsis, and 82 (10%) had mixed sepsis. Maternal and neonatal characteristics and outcome are reported in Table 1. Outcome data after adjustment for gestational age (GA), sex, antenatal steroids, SNAP-II score, small for gestational age (SGA), maternal age, and caesarian delivery are presented in Table 2. Conclusion Late-onset bacterial sepsis, especially gram-negative sepsis and mixed infections, were associated with increased risk of composite outcome of death or neurodevelopmental impairment (NDI), or NDI alone, at 18-24 months corrected age (CA) in infants <29 weeks’ gestational age (GA).
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".