Yersinia Enterocolitica Gastroenteritis in Children and Their Families
Bibliographic record
Abstract
Yersinia enterocolitica infections are being recognized more frequently as we become increasingly familiar with their clinical symptomatology and the bacteriologic characteristics of the microorganism. The original descriptions of infection in the 1930s include children with diarrhea and abdominal pain, the most common manifestations of this illness. In recently completed prospective study of Y. enterocolitica gastroenteritis of children, bacteriologic spread within the household of infected children was common and occurred in 30% of 66 families with 29% of 45 exposed children and 8.4% of 134 adult contacts becoming infected. Y. enterocolitica is a common cause of bacterial gastroenteritis in Montreal children. Bacteremia is apparently rare in normal children with Y. enterocolitica infection. Abdominal pain is often the most striking feature of Y. enterocolitica infection. In preschoolers this usually accompanies diarrhea; however in older children the pain may suggest the diagnosis of appendicitis and diarrhea is absent.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".