624. Outbreak of Human Trichinellosis Linked to Bear Meat Infected with Multiple <i>Trichinella</i> Species — Arizona, Minnesota, and South Dakota, 2022
Bibliographic record
Abstract
Abstract Background In July 2022, the Minnesota Department of Health was notified of a patient with fevers, myalgias, periorbital edema, and eosinophilia; providers suspected trichinellosis. Human trichinellosis is rare in the United States and usually acquired from wild game meat. We investigated to confirm the diagnosis, ascertain additional cases, and identify the source of infection. Methods Trichinellosis was defined as compatible symptoms in a person who consumed an epidemiologically implicated meal (probable) or had Trichinella antibodies (confirmed). Blood samples from exposed persons were tested for Trichinella antibodies and with unbiased sequencing for microbial cell-free DNA. Microscopy and a parasite detection assay based on deep sequencing were performed on suspected source meat. Results One week before symptom onset, the patient and 8 relatives from 3 states shared a meal including meat from a bear harvested in Saskatchewan, Canada. The meat was frozen for 5 weeks until being grilled with vegetables and served rare. There were a total of 6 cases (4 probable and 2 confirmed, attack rate = 75%). Six persons had a trichinellosis-compatible illness, of whom five submitted samples for Trichinella antibody testing and two had positive results. Plasma samples from the two antibody-positive patients were tested for microbial cell-free DNA, and both were positive for Trichinella spp. DNA. Motile Trichinella species larvae ( >800 larvae per gram) were identified in bear meat frozen for 4 months. Deep sequencing detected 3 Trichinella genotypes, 2 of which matched reference sequences for T. nativa and Trichinella T6. The third genotype did not match any reference sequence; the closest match (94%) was Trichinella T9, which has only been detected in Japan. Conclusion We used multimodal diagnostic testing to characterize an outbreak of human trichinellosis and confirm bear meat as the source. Freezing kills Trichinella species commonly implicated in pork-associated outbreaks, but T. nativa and Trichinella T6 are freeze-resistant. Consumers of wild game meat should be informed that adequate cooking is required to kill Trichinella parasites. Further work on identification and classification of Trichinella species in North America is needed. Disclosures David Berman, DO, Precision Health Solutions, St. Petersburg, Florida: Advisor/Consultant
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| 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".