Fatal late onset group B streptococcal meningitis following maternal postpartum sepsis
Bibliographic record
Abstract
Although maternal screening and the administration of prophylactic intrapartum antibiotics have decreased the incidence of early onset group B streptococcal (GBS) disease in neonates, there is still significant morbidity and mortality as a result of neonatal GBS disease.Maternal GBS infections are not uncommon, but with appropriate therapy there is almost a uniformly good outcome. Little is written about the appropriate management of well infants born to mothers with postpartum GBS sepsis.The question of whether well infants born to mothers with GBS puerperal sepsis should be treated empirically with antibiotics and the lack of literature concerning this issue became apparent when an untreated term infant died of late onset GBS meningitis following maternal puerperal GBS sepsis. We describe this event in the following case presentation.With the current paucity of literature regarding the management of well infants born to mothers with postpartum GBS sepsis, it seems prudent to treat such infants empirically with antibiotics (following a full septic work-up) until this matter has been investigated further.
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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) | 0.000 | 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".