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Record W4406034736 · doi:10.1002/mus.28328

International Consensus Guidance for the Management of Glucocorticoid Related Complications in Neuromuscular Disease

2025· article· en· W4406034736 on OpenAlexafffund
Corey Bacher, Pushpa Narayanaswami, Mark B. Bromberg, Frank Buttgereit, Dubravka Dodig, Eoin P. Flanagan, Chloe Gottlieb, John K. Marshall, Rozalina G. McCoy, Sara Mitchell, Pritish K. Tosh, Partha Sinha, Ruple S. Laughlin, Charles D. Kassardjian

Bibliographic record

VenueMuscle & Nerve · 2025
Typearticle
Languageen
FieldMedicine
TopicAdrenal Hormones and Disorders
Canadian institutionsHealth Sciences CentreSunnybrook Health Science CentreMcMaster UniversityPopulation Health Research InstituteUniversity of OttawaOttawa HospitalToronto Western HospitalUniversity of TorontoUniversity Health Network
FundersNational Institute on AgingMedacBausch HealthHorizon TherapeuticsNational Institutes of HealthArgenxNational Center for Advancing Translational SciencesCelltrionRegeneron PharmaceuticalsPatient-Centered Outcomes Research InstituteAlnylam PharmaceuticalsAlexion PharmaceuticalsBiogenEli Lilly and CompanyBristol-Myers SquibbNational Institute of Diabetes and Digestive and Kidney DiseasesAmgenPfizerSanofiAzrieli FoundationAmerican Diabetes Association
KeywordsMedicineIntensive care medicineAdverse effectNeuromuscular diseaseConsensus conferencePneumoniaDiseasePathologyInternal medicine

Abstract

fetched live from OpenAlex

INTRODUCTION/AIMS: Glucocorticoid (GC)-related adverse reactions and risks are commonly seen during the treatment of immune-mediated and inflammatory neuromuscular disorders. There is wide variation in the management of associated complications. The aim of this study is to develop international consensus guidance on the management of GC-related complications in neuromuscular disorders. METHODS: Through the American Association of Neuromuscular and Electrodiagnostic Medicine (AANEM), an international task force of 15 experts was convened to develop clinical guidance for the management of GC-related complications in neuromuscular patients. The RAND/UCLA appropriateness method (RAM) was used to develop consensus guidance statements. Initial guidance statements were crafted after a thorough literature review and were modified after anonymous panel input, with up to three rounds of voting via email to achieve consensus. RESULTS: Statements were developed and achieved consensus for general care, monitoring of patients while on GC, osteoporosis prevention, vaccinations, infection screening, and Pneumocystis jiroveci pneumonia prophylaxis. A multidisciplinary approach to the management of GC-related complications was emphasized. DISCUSSION: These formal consensus statements provide guidance to clinicians who use GC in the treatment of neuromuscular diseases regarding prevention and management of the more common associated adverse events and risks that arise with long and short-term GC use and serve as a springboard for investigation and updates.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.816
Threshold uncertainty score0.181

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.017
GPT teacher head0.296
Teacher spread0.279 · 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 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

Citations8
Published2025
Admission routes2
Has abstractyes

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