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Record W2970246387 · doi:10.1111/head.13622

The Impact of Shift Work on Migraine: A Case Series and Narrative Review

2019· review· en· W2970246387 on OpenAlexaff
Claire H. Sandoe, Sanskriti Sasikumar, Christine Lay, Valerie Lawler

Bibliographic record

VenueHeadache The Journal of Head and Face Pain · 2019
Typereview
Languageen
FieldPsychology
TopicSleep and Work-Related Fatigue
Canadian institutionsWomen's College HospitalUniversity of Toronto
Fundersnot available
KeywordsMigraineHeadachesChronic MigraineShift workInternational Classification of Headache DisordersMedicineNarrative reviewDepression (economics)PsychiatryPhysical therapyPsychologyPediatricsIntensive care medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: We present a case report of 2 migraine patients engaged in shift work, followed by a narrative review, to assess whether shift work influences headache-related disability and chronification of migraine. BACKGROUND: Numerous modifiable factors can lead to chronification of migraine and to higher headache-related disability. These include, among others, obesity, depression, overuse of acute medications, ineffective acute treatments, and stressful life events. Sleep disruptions and disorders are also felt to increase the risk of transitioning from episodic to chronic migraine. We hypothesize that shift work, which by definition leads to atypical or irregular sleep cycles, along with poor quality sleep, is a risk factor for chronification of migraine. METHODS: We present the case histories of 2 shift workers with migraine as per International Classification of Headache Disorders 3 criteria, seen at a large, busy academic headache center, followed by a narrative review of the literature. RESULTS: Previous literature regarding the relationship between shift work and migraine is sparse and conflicting, with more recent studies suggesting that shift work may be a risk factor for migraine-related disability. In our case series, both patients initially reported severe migraine headache-related disability and both patients had noted a worsening of their headaches after beginning night shift work. Both improved when switched back to day shifts, then worsened upon being put back on night shifts. Their headache patterns finally reverted from chronic to episodic migraine after eliminating night shifts completely and maintaining a good sleep routine. CONCLUSIONS: In the 2 cases presented, shift work appeared to be associated with chronification of migraine and higher headache-related disability despite optimal headache management and good patient adherence. A switch to only day shifts promoted transition to an episodic, less disabling pattern of migraine. It is clinically important to take a detailed sleep history in headache patients, and when appropriate, provide support for workplace accommodations. Further larger-scale, rigorous studies are needed to more clearly delineate the relationship between shift work and migraine.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0020.001
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 head0.060
GPT teacher head0.402
Teacher spread0.341 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations43
Published2019
Admission routes1
Has abstractyes

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