MétaCan
Menu
Back to cohort
Record W2896747328 · doi:10.1177/1203475418808759

Erythema Nodosum Leprosum Triggered by Antecedent Influenza Vaccine and Respiratory Tract Infection: A Case Report

2018· article· en· W2896747328 on OpenAlexaff
Matthew K. Sandre, S. Poenaru, Andrea K. Boggild

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2018
Typearticle
Languageen
FieldMedicine
TopicLeprosy Research and Treatment
Canadian institutionsPublic Health OntarioUniversity of TorontoUniversity Health NetworkToronto General HospitalToronto Public HealthWestern University
Fundersnot available
KeywordsMedicineAntecedent (behavioral psychology)Influenza vaccineUpper respiratory tract infectionRespiratory tractDermatologyLeprosyVaccinationErythema nodosumErythemaImmunologyRespiratory systemPathologyInternal medicineDisease

Abstract

fetched live from OpenAlex

We present a patient with new-onset erythema nodosum leprosum months after successful treatment of her mid-borderline leprosy, which was likely triggered by a combination of antecedent influenza vaccination and upper respiratory tract infection.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.391
Threshold uncertainty score0.631

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
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 head0.053
GPT teacher head0.349
Teacher spread0.296 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
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

Citations12
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Cutaneous Medicine and SurgerySame topicLeprosy Research and TreatmentFrench-language works237,207