Clinical features of Kawasaki syndrome in infants less than 6 months of age
Bibliographic record
Abstract
Kawasaki syndrome is an acute systemic disease. It is clinically characterized by fever, changes in the mucous membranes, skin, lymph nodes, and possible involvement of coronary and other visceral arteries. The disease is encountered mainly in children less than 5 years of age. In the patients aged less than 6 months it occurs less frequently and may be severe. These babies are at high risk for coronary artery aneurysms. The lack of alertness to the possible development of Kawasaki syndrome at this age delays treatment and worsens prognosis. The Kawasaki syndrome should be considered as a possible cause of prolonged fever even in youngest infants. High fever of unclear genesis in a baby within the first months and 7 days or more of life is an indication for echocardiographic examination of the coronary arteries. The presented review analyzes the studies conducted in different years in the USA, Canada, Korea, and on the specific features of the disease in infants less than 6 months, including in neonates.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 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".