Salmonella enterica serotype Typhi infections in a Canadian pediatric hospital: a retrospective case series
Bibliographic record
Abstract
BACKGROUND: In developed countries, typhoid fever generally occurs in travellers or recent immigrants from endemic areas. Our aim was to describe the epidemiology of Salmonella enterica serotype Typhi infections among children presenting to a pediatric teaching hospital in Montréal, Quebec. METHODS: We included all patients less than 18 years of age who presented to the Montreal Children's Hospital between 1991 and 2011 with a laboratory-confirmed diagnosis of typhoid fever (Salmonella enterica ser. Typhi isolated from blood or stool) in a retrospective case series. RESULTS: During the study period, we identified 39 cases of typhoid fever (mean age of patient 7.5 yr). Four (10.3%) of these cases occurred in newly arrived immigrants shortly after their arrival in Canada (median 15.5 d). Most cases (76.9%) occurred in children who had visited friends and relatives in their home country. None of the travellers had received a vaccination against typhoid fever before their departure. All cases presented with high fever (mean temperature 40.4°C) that lasted for a mean of 15.8 days. Common accompanying symptoms included anorexia, abdominal pain, vomiting and diarrhea. All 39 isolates of S. enterica ser. Typhi were susceptible to third-generation cephalosporins, and 7 were resistant to ciprofloxacin. Ampicillin resistance occurred in 10 (25.6%) of the isolates. No deaths occurred among the study participants. INTERPRETATION: Most cases of typhoid fever occurred in children who had travelled to endemic areas to visit friends and relatives. Thus, there is a role for increased awareness on the part of family physicians and pediatricians caring for these children to discuss travel-related infections during regularly scheduled appointments, because parents might not consult travel clinics or discuss their travel plans before travelling back to their home country.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".