Strongyloidiasis Presenting as Larva Currens 38 Years after Presumed Exposure
Bibliographic record
Abstract
Background: We present a case of strongyloidiasis presenting as larva currens 38 years after potential exposure in a country with what is typically thought of as low epidemiologic risk. Conclusion: This case highlights several important features of strongyloidiasis, including its varied epidemiology, long incubation period, and cutaneous manifestations. Contexte: Nous exposons ici un cas de strongyloïdose, se manifestant sous forme de larva currens, 38 ans après une possible exposition dans un pays généralement considéré comme à faible risque épidémiologique. Conclusion: Le cas fait ressortir plusieurs particularités importantes de la strongyloïdose, dont sa distribution épidémiologique variée, sa longue période d'incubation et ses manifestations cutanées.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".