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Record W2414555042 · doi:10.1177/2040622315608648

The diagnosis and treatment of chronic migraine: the case for daily scheduled opioid treatment in chronic headache

2015· article· en· W2414555042 on OpenAlexaboutno aff
Iraj Derakhshan

Bibliographic record

VenueTherapeutic Advances in Chronic Disease · 2015
Typearticle
Languageen
FieldMedicine
TopicMigraine and Headache Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineChronic MigrainePraiseHeadachesOpiumChronic painMigrainePain medicinePsychiatryPsychologyPsychotherapistHistory

Abstract

fetched live from OpenAlex

As a clinical neurologist with special interest in headache, I read the recent article by Weatherall in your journal with interest [Weatherall, 2015]. However, I was astounded by the lack of any reference in the article to the therapeutic role of opiates in the management of headaches in those with acute or chronic migraine. This omission seems to have been based on the author’s emphasis on medication overuse headache (MOH) and his belief on a causal role played by opiates in the genesis of chronic daily headache (CDH) (he used those two terms interchangeably). Apart from the ongoing debate on the causative role of opiates and other analgesics in the development of MOH [Cady et al. 2011], the role of daily scheduled opioids in securing a headache-free existence to a significant portion of those suffering from disabling headaches is well documented in the literature [Levin, 2014; Robbins, 2014; Saper et al. 2004; Spierings 2003; Saper et al. 2010; Ziegler, 1994]. Similarly, opioids continue to be used as the last resort in treating pediatric and adult populations with headaches who visit emergency rooms across the United States and in Canada [Burch et al. 2015; Colman et al. 2004; Eapen et al. 2014]. In the words of Thomas Sydenham: ‘I cannot but break out in praise of the great God, the giver of all good things, who both granted to the human race, as a comfort in their afflictions, no medicine of the value of opium…. So necessary an instrument is opium in the hands of a skillful man that medicine would be a cripple without it’ [quoted in Ziegler, 1994].

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.948
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.061
GPT teacher head0.378
Teacher spread0.317 · 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 designOther design
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

Citations5
Published2015
Admission routes1
Has abstractyes

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