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Record W2106911025 · doi:10.1111/jns5.12046

A controlled trial of intravenous immunoglobulin in multifocal motor neuropathy

2013· article· en· W2106911025 on OpenAlexaff
Angelika F. Hahn, Said R. Beydoun, Victoria H. Lawson, Myungshin Oh, Victoria Empson, Heinz Leibl, Leock Y. Ngo, David Gelmont, Carol Lee Koski

Bibliographic record

VenueJournal of the Peripheral Nervous System · 2013
Typearticle
Languageen
FieldMedicine
TopicPeripheral Neuropathies and Disorders
Canadian institutionsLondon Health Sciences Centre
FundersBaxter Healthcare Corporation
KeywordsMultifocal motor neuropathyMedicinePlaceboMismatch negativityTolerabilityAdverse effectAnesthesiaGrip strengthClinical trialSurgeryInternal medicine

Abstract

fetched live from OpenAlex

Intravenous immunoglobulin (IVIG) has become the standard treatment for multifocal motor neuropathy (MMN) based on limited data. To critically assess the efficacy, safety, and tolerability of 10% liquid IVIG (IVIG), 44 adults with MMN were randomized 1 : 1 to either double-blind treatment of IVIG followed by placebo for 12 weeks each or the reverse. Open-label IVIG was administered for 12 weeks at the beginning and end of the study for clinical stabilization, and between double-blinded periods to prevent a carry-over effect. To avoid potential worsening, switching to open-label IVIG was permitted if deterioration occurred during blinded treatment. Mean maximal grip strength of the more affected hand declined 31.38% during placebo and increased 3.75% during IVIG (p = 0.005). In 35.7% of participants, Guy's Neurological Disability scores for upper limbs worsened during placebo and not during IVIG, whereas the converse was true in 11.9% (p = 0.021). Sixty-nine percent (69.0%) switched prematurely from placebo to open-label IVIG and 2.4% switched from blinded to open-label IVIG (p < 0.001). One serious adverse reaction (pulmonary embolism) and 100 non-serious reactions (69 mild, 20 moderate, and 11 severe) to IVIG occurred. IVIG was effective in improving disability and muscle strength, and was safe and well tolerated in adults with MMN.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.008
GPT teacher head0.223
Teacher spread0.215 · 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 designRandomized trial
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

Citations75
Published2013
Admission routes1
Has abstractyes

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