<i>Talaromyces</i> spp. infections in dogs from the Southern United States
Bibliographic record
Abstract
Talaromyces spp. are soil-dwelling fungi sporadically reported to cause disease in humans and dogs. This study summarized the clinical presentations, histologic findings, and Talaromyces sp. involved in 5 dogs diagnosed through the panfungal polymerase chain reaction service (PCR) at Texas A&M University, with a review of previously reported cases. Of the 5 cases, 3 were Labrador Retrievers, 2 were male, and 3 were female. Three of 5 involved the musculoskeletal or lymphatic systems, and 2 of 5 dogs presented with meningoencephalitis. Talaromyces helicus, Talaromyces aurantiacus, and Talaromyces boninensis were identified based on panfungal PCR, showing 99% to 100% sequence matches in combination with morphologic features. Three of 5 dogs had static disease at the time of publication, 1 was euthanized, and 1 was lost to follow-up. This study describes Talaromyces spp. as a cause of meningoencephalitis in dogs, identifies 2 novel Talaromyces spp. involved in infections, and adds to the existing knowledge of clinical presentations and outcomes.
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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".