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Recurrence of Migraine With Aura Due to Tacrolimus Therapy in a Liver Transplant Recipient Successfully Treated With Sirolimus Substitution

2005· article· en· W2054320327 on OpenAlexaff
Cory Toth, Kelly W. Burak, Werner J. Becker

Bibliographic record

VenueHeadache The Journal of Head and Face Pain · 2005
Typearticle
Languageen
FieldMedicine
TopicNeurological Complications and Syndromes
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsTacrolimusSirolimusDiscontinuationMedicineHeadachesMigraineAuraExacerbationInternal medicineSurgeryTransplantation

Abstract

fetched live from OpenAlex

We report the case of a female liver transplant recipient who developed a recurrence of severe migraine with aura while on tacrolimus therapy with subsequent remission of headache following discontinuation of tacrolimus and substitution with sirolimus therapy. Headaches in transplant-recipient patients have become a new area of interest for headache specialists. In particular, immunosuppressant medications such as cyclosporine, tacrolimus, sirolimus, and OKT3 have been associated with development of headache syndromes in the transplant patient, exacerbation of previous headaches syndromes, and development of encephalopathies including headache as a clinical feature.

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.296
Threshold uncertainty score0.242

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.027
GPT teacher head0.266
Teacher spread0.239 · 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

Citations13
Published2005
Admission routes1
Has abstractyes

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