Fifth European Dirofilaria and Angiostrongylus Days (FiEDAD) 2016
Bibliographic record
Abstract
Parasites & Vectors 2016, 10(Suppl 1):A4 Dirofilaria immitis and D. repens are filarioid helminths with domestic and wild canids as main hosts and mosquitoes as vectors.Both species are known to be zoonotic.Dirofilaria repens and D. immitis seem associated with climate change and a spread from historically endemic countries in Southern Europe to Central Europa was observed.Until very recently both species were known not to be endemic in Austria [1].In Austria most cases of Dirofilaria spp. in humans and dogs are introduced.However, rarely infections with D. repens were discussed to be autochthonous.The introduction of D. repens to Austria was confirmed within a mosquito surveillance in Burgenland (Eastern Austria) for the first time in its vector [2,3,4].We summarize not only introduced and possible autochthonous cases of Dirofilaria sp. in humans, dogs and vectors in Austria, but will also present data of mosquito screenings conducted after the first findings of D. repens in Anopheles algeriensis and the An.maculipennis-complex [3].Moreover novel diagnostic tools for these filarioid helminths will be presented.This study was funded by the ERA-Net BiodivERsA, with the national funders FWF I-1437, ANR-13-EBID-0007-01 and DFG BiodivERsA KL 2087
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.017 | 0.003 |
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".