Presence of the Hemolysin Gene of Vibrio mimicus in Fish and Seafood Products in Sonora, Mexico
Bibliographic record
Abstract
<p><em>Vibrio mimicus</em> causes diseases in humans in many countries, and it is highly abundant in aquatic environments. The present study evaluated the presence of <em>V. mimicus</em> in commonly consumed fish and seafood products in Sonora, México. A total of 262 samples of fish and seafood products were analyzed using PCR to identify the presence of the hemolysin (<em>vmh</em>) gene of <em>V. mimicus</em>, which was detected in 32 food samples. The positive food samples included raw (14%) and ready to eat fish and seafood (9%). The leading raw products in which <em>V. mimicus</em> was detected were crustaceans (57%), but mollusks represented 78% of the positive ready-to-eat products (RTE). Therefore, the presence of the <em>V. mimicus</em> hemolysin gene in raw and RTE seafood may represent a potential health risk to consumers in northwest México.</p>
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".