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Record W4403287342 · doi:10.1101/2024.10.09.24315176

Effectiveness and Safety of Propofol at Low Doses for Emergency Department Treatment of Migraine

2024· preprint· en· W4403287342 on OpenAlexaffabout
Stéphane Côté, David Simonyan, Myriam Mallet, Simon Baril, Laurie Ouellet, Simon Berthelot

Bibliographic record

VenuemedRxiv · 2024
Typepreprint
Languageen
FieldMedicine
TopicMigraine and Headache Studies
Canadian institutionsWilfrid Laurier UniversityUniversité Laval
Fundersnot available
KeywordsPropofolEmergency departmentMigraineMigraine treatmentMedicineAnesthesiaMedical emergencyEmergency medicinePsychiatry

Abstract

fetched live from OpenAlex

ABSTRACT Introduction A migraine treatment protocol implemented in the emergency department of an urban hospital allowed us to evaluate the effectiveness of propofol compared to metoclopramide as well as the safety of the protocol. Methods We reviewed the health records of all patients aged 16 years and older treated with propofol for migraine between May 2014 and August 2017 at a teaching hospital in Québec City (CHUL). The care protocol consisted of administering propofol (20 mg) every 5–10 minutes as needed (up to 6 doses), monitoring vital signs before and after each dose and continuous cardiac monitoring. The primary outcome measure was the mean reduction of pain following first-line therapy (propofol or metoclopramide). The secondary outcome measures were 1) adjusted relative risks of requiring rescue medication after first-line therapy; 2) incidence of the following side effects of propofol received as first or second-line therapy: low arterial pressure (< 90 systolic or < 65 mean), desaturation, excessive sedation, arrhythmia. The cohorts were paired for gender, age, triage priority, and month/year of ED visit. Results Files of 34 patients given propofol and 58 given metoclopramide as first-line treatment were analyzed. Five metoclopramide-treated patients received propofol as rescue medication. Among propofol-treated patients, 29.4% experienced pain relief compared to 66% in the metoclopramide group (p < 0.001). Rescue medication was more frequent in first-line propofol patients (82.4% versus 37.9%, p < 0.001). In this group, four participants (10.3%) received intravenous fluid bolus for mean blood pressure below 60, but no persistent desaturation, bradycardia, excessive sedation, or arrhythmia was recorded. Conclusion Though less effective than metoclopramide, propofol at low doses may be an alternative to treat migraine in the ED. Monitoring of vital signs (especially blood pressure) would be prudent but continuous nursing is likely unnecessary.

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)0.005
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.026
GPT teacher head0.326
Teacher spread0.300 · 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 designNon-randomized 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

Citations0
Published2024
Admission routes2
Has abstractyes

Explore more

Same venuemedRxiv→Same topicMigraine and Headache Studies→French-language works237,207→