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Record W4312129440 · doi:10.1136/jnnp-2022-330100

SARS-CoV-2 omicron breakthrough infections in patients with multiple sclerosis

2022· article· en· W4312129440 on OpenAlexaff
Zoé L. E. van Kempen, Eileen W Stalman, Maurice Steenhuis, Laura Kummer, Koos P J van Dam, Maarten F Wilbrink, Anja ten Brinke, S. Marieke van Ham, Taco W. Kuijpers, Theo Rispens, Filip Eftimov, Luuk Wieske, Joep Killestein

Bibliographic record

VenueJournal of Neurology Neurosurgery & Psychiatry · 2022
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsInstitute of Infection and Immunity
FundersZonMw
KeywordsCoronavirus disease 2019 (COVID-19)Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Multiple sclerosis2019-20 coronavirus outbreakVirologyMedicineImmunologyPathologyInfectious disease (medical specialty)DiseaseOutbreak

Abstract

fetched live from OpenAlex

BACKGROUND: It is unclear which patients with multiple sclerosis (MS) are most susceptible for omicron breakthrough infections. METHODS: We assessed omicron breakthrough infections in vaccinated patients with MS with and without disease-modifying therapies enrolled in an ongoing large prospective study. We longitudinally studied humoral responses after primary and booster vaccinations and breakthrough infections. RESULTS: Omicron breakthrough infections were reported in 110/312 (36%) patients with MS, and in 105/110 (96%) infections were mild. Omicron breakthrough infections occurred more frequently in patients treated with anti-CD20 therapies and sphingosine-1 phosphate receptor (S1PR) modulators, patients with impaired humoral responses after primary immunisation (regardless of treatment) and patients without prior SARS-CoV-2 infections. After infection, antibody titres increased in patients on S1PR modulator treatment while anti-CD20 treated patients did not show an increase. CONCLUSIONS: SARS-COV-2 omicron breakthrough infections are more prevalent in patients with MS on anti-CD20 therapies and S1PR modulators compared with other patients with MS, which correlated with decreased humoral responses after vaccination. Humoral responses after infection were higher in S1PR modulator-treated patients in comparison to patients on anti-CD20 therapies, suggesting that immunological protection from contracting infection or repeated exposures may differ between these therapies.

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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.000

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 head0.032
GPT teacher head0.288
Teacher spread0.255 · 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

Citations20
Published2022
Admission routes1
Has abstractyes

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