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Incursions of rabbit hemorrhagic disease virus 2 in Canada -- clinical, molecular and epidemiological investigation

2020· preprint· en· W3093744607 on OpenAlexaffabout
Aruna Ambagala, Helen Schwantje, Sonja Laurendeau, Heindrich N. Snyman, Tomy Joseph, Bradley Pickering, Kathleen Hooper‐McGrevy, Shawn Babiuk, Estella Moffat, Lindsey Lamboo, Oliver Lung, Melissa Goolia, Mathieu Pinette, Carissa Embury‐Hyatt

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldMedicine
TopicViral gastroenteritis research and epidemiology
Canadian institutionsCanadian Science Centre for Human and Animal HealthCanadian Food Inspection Agency
Fundersnot available
KeywordsOutbreakEpidemiologyVirusMainlandBiologyVirologyMedicineEcology

Abstract

fetched live from OpenAlex

Rabbit hemorrhagic disease virus 2 (RHDV2) is a newly emerging Lagovirus belonging to the family Caliciviridae. After its first discovery in 2010 in France, this highly pathogenic virus rapidly spread to neighboring countries and has become the dominant strain, replacing the classical RHDV1 strains. RHDV2 was first reported in North America in 2016 in Mont-Joli, Quebec, Canada and it was reported again in 2018 and 2019 on Vancouver, Island and the southeast mainland of British Columbia (BC). The whole genome sequence of the RHDV2 Quebec isolate resembled the RHDV-N11 isolate from Navarra, Spain identified in 2011 with 97% identity. The epidemiological investigation involved three hobby farms and one personal residence. In December and February 2018, high mortality was reported in first a private feral rabbit refuge and then, a large colony of feral rabbits on the Vancouver Island University Campus, Nanaimo, BC. The virus responsible showed only 93% identity to the Quebec RHDV2 isolate at the nucleotide level. Additional cases of RHDV2 on Vancouver Island and on the BC mainland affecting feral, captive domestic and commercial rabbits were reported subsequently. Vaccination was recommended to control the outbreak and an inactivated bivalent vaccine was made available to the private veterinary practices. In June 2019 an isolated RHDV2 outbreak was reported in an apartment building in Vancouver, BC. This virus showed only 97% identity to the RHDV2 isolate responsible for the BC outbreak in 2018 at the nucleotide level suggesting that it was an independent incursion. In October 2020, there are reports of partial recovery of the feral population in Nanaimo and to date there are no confirmed deaths of native rabbit species in BC.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.027
Threshold uncertainty score0.122

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0030.001
Scholarly communication0.0020.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.099
GPT teacher head0.373
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes2
Has abstractyes

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