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Record W3210522217 · doi:10.3138/jammi-2021-0017

Leprosy chemoprophylaxis of household contacts: A survey of Canadian infectious disease and tropical medicine specialists

2021· article· en· W3210522217 on OpenAlexaffvenueabout
Carl Boodman, Jay Keystone, Isaac I. Bogoch

Bibliographic record

VenueJournal of the Association of Medical Microbiology and Infectious Disease Canada · 2021
Typearticle
Languageen
FieldMedicine
TopicLeprosy Research and Treatment
Canadian institutionsUniversity of TorontoUniversity of Manitoba
Fundersnot available
KeywordsLeprosyMedicineChemoprophylaxisRifampicinDapsoneFamily medicineContext (archaeology)Infectious disease (medical specialty)DiseaseEnvironmental healthDemographyInternal medicineTuberculosisImmunologyGeographyPathology

Abstract

fetched live from OpenAlex

BACKGROUND: Leprosy is uncommon in Canada. However, immigration from leprosy-endemic areas has introduced the infection to a Canadian context, in which most doctors have little knowledge of the disease. Although post-exposure chemoprophylaxis (PEP) is reported to decrease leprosy transmission, no Canadian guidelines advise clinical decision making about leprosy PEP. Here, we characterize the practice patterns of Canadian infectious disease specialists with respect to leprosy PEP and screening of household contacts by yearly physical examinations. METHODS: Canadian infectious disease specialists with known experience treating leprosy were identified using university faculty lists. An online anonymous survey was distributed. Certain questions allowed more than one response. RESULTS: The survey response rate was 46.5% (20/43). Thirty-five percent responded that PEP is needed for household contacts, 40.0% responded that PEP is not needed for household contacts, and 25.0% did not know whether PEP is needed (multinomial test p = 0.79). Twenty-five percent responded that PEP should be given to all household contacts, 62.5% responded that PEP should be given to contacts of multibacillary cases, and 25.0% responded that PEP should be given to contacts who are genetically related to the index case. For specialists who prescribe PEP, 57.1% use rifampicin, ofloxacin (levofloxacin), and minocycline; 14.3% prescribe single-dose rifampicin; and 28.6% prescribe multiple doses of rifampicin (multinomial test p = 0.11). In addition, 68.4% recommend yearly screening of household contacts, whereas 31.6% do not (multinomial test p = 0.17). CONCLUSION: Consensus among Canadian infectious diseases specialists is lacking regarding leprosy PEP and screening of household contacts.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.275
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.012
GPT teacher head0.244
Teacher spread0.232 · 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 teacher head, not a consensus.

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
Published2021
Admission routes3
Has abstractyes

Explore more

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