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Record W4379279849 · doi:10.1017/cjn.2023.158

P.054 Older subjects with insomnia disorder and comorbid pain at baseline: response to Lemborexant

2023· article· en· W4379279849 on OpenAlexaffvenue
Alan Kaplan, JY Cheng, M. Suzuki, Dinesh Kumar, Margaret Moline, Elizabeth Pappadopulos

Bibliographic record

VenueCanadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · 2023
Typearticle
Languageen
FieldPsychology
TopicSleep and related disorders
Canadian institutionsNutrasource
Fundersnot available
KeywordsInsomniaMedicinePlaceboPrimary InsomniaInternal medicineSleep disorderAnesthesiaPhysical therapyPsychiatry

Abstract

fetched live from OpenAlex

Background: There is a well-established reciprocal relationship between pain and poor sleep. Therefore, we evaluated whether an approved sleep-promoting drug, lemborexant (LEM), could improve sleep in older adults who reported both insomnia and pain. Methods: Study E2006-G000-304 (NCT02783729) was a 1-month, placebo (PBO)- and active-controlled study in subjects (age ≥55y) with insomnia disorder. Those reporting some/severe pain on the pain/discomfort dimension of the EQ-5D-3L at baseline were included. Subjects were randomized to placebo (PBO), LEM 5mg (LEM5), 10mg (LEM10) or zolpidem (not reported here). Changes from baseline (CFB) in objective sleep parameters latency-to-persistent sleep (LPS) and total-sleep-time (TST) were analyzed in paired polysomnograms. Results: 183/743 (24.6%) subjects in the PBO (n=55/208[26.4%]), LEM5 (n=78/266[29.3%]) and LEM10 (n=50/269[18.6%]) treatment groups reported some/extreme pain at baseline, with median LPS (minutes): 31.0, 29.4, 42.1, respectively. Respective median CFB for LPS at the beginning (Nights[NT]1/2: +2.5, –8.4, –15.8; P<0.005) was significantly larger/decreased for LEM5/LEM10 versus PBO and LEM5 at treatment end (NT29/30: –7.1, –9.9, –9.0; P=0.031). Mean baseline TST (minutes) was 335.3 (PBO), 336.3 (LEM5), 324.3 (LEM10), and mean CFB was significantly larger/increased (P<0.001) for LEM5/LEM10 versus PBO at NT1/2 and NT29/30. Conclusions: Results suggest LEM may effectively treat insomnia in older adults with comorbid pain. Support: Eisai Inc.

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 score0.015
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0150.001

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 head0.021
GPT teacher head0.275
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

Citations0
Published2023
Admission routes2
Has abstractyes

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