Invasive Group A Streptococcal Infections in Children
Bibliographic record
Abstract
Invasive group A streptococcal infections and STSS have increased as causes of morbidity and mortality among children and adults. In children, respiratory foci appear to be the most common, but skin and soft tissue infection, particularly associated with varicella, also are common. Early diagnosis requires awareness of the presenting features and a high index of suspicion. Antimicrobial therapy that includes clindamycin, therapy with IVIG for those with STSS, and surgical intervention for patients with necrotizing fasciitis may improve outcome. Chemoprophylaxis should be considered among household contacts of patients with severe group A streptococcal disease in high-risk settings. Further studies are ongoing to evaluate the hypothesized link of invasive group A streptococcal infection in children with varicella and NSAID use, to better clarify the pathogenesis of STSS and necrotizing fasciitis, and to better document the risk of secondary spread among close contacts of case patients.
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 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 | 0.001 |
| 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".