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Record W2063705483 · doi:10.1186/1710-1492-10-s1-a19

Do epinephrine auto-injectors have an unsuitable needle length for young children?

2014· article· en· W2063705483 on OpenAlexaffvenueabout
Laura Kim, Immaculate Nevis, Gina Tsai, Arunmozhi Dominic, Ryan Potts, Jack Chiu, Harold Kim

Bibliographic record

VenueAllergy Asthma and Clinical Immunology · 2014
Typearticle
Languageen
FieldMedicine
TopicIntramuscular injections and effects
Canadian institutionsWestern UniversityUniversity of WaterlooMcMaster UniversityMcGill University
Fundersnot available
KeywordsEpinephrineMedicineAnaphylaxisAnesthesiaAllergy

Abstract

fetched live from OpenAlex

Epinephrine delivered by an auto-injector to the anterolateral aspect of the thigh is the standard of care for the emergency treatment of anaphylaxis. For most pediatric patients in Canada, the EpipenJr® is prescribed, which has a needle length of 12.7mm. The route of epinephrine administration affects its onset of action, and intramuscular delivery is recommended for rapid absorption. If epinephrine is injected subcutaneously, the absorption will be slower. Conversely, if it is injected into the bone, the absorption will be unpredictable. There are no published clinical studies assessing whether the needle length of the EpipenJr® is adequate to deliver epinephrine intramuscularly in pediatric patients at risk of anaphylaxis. Consecutive pediatric patients under 15kg with confirmed food allergy who required prescriptions or refills of EpipenJr® at an allergist’s office were included in this study. An ultrasound of the anterolateral aspect of the mid thigh was performed under minimal (min) and maximal (max) pressure. Measurements of skin-to-muscle depth (STMD) and skin-to-bone depth (STBD) were completed. Baseline characteristics between two patient groups were compared: patients with STBD max less than 12.7mm and patients with STBD max greater than or equal to 12.7mm. Multivariable linear regression was performed including variables such as age, sex, BMI and race. The likelihood of the STBD max of less than 12.7 mm was calculated for the weight groupings of <9kg,<11kg and <15kg. A total of 75 participants were included in this study. There were 21 patients (28%) that had STBD max less than 12.7mm. Baseline characteristics differed significantly for height and weight of the participants between the two groups (p<0.05). Multivariable linear regression showed that age (p=0.0002) and BMI (p=0.00008) were significantly associated with STBD max , following adjustment for sex and race. For patients under 9kg, 90% had STBD max less than 12.7mm. For patients under 11kg, 53% had STBD max less than 12.7mm. Based on this study, there are a significant number of children under 15kg at risk of receiving an epinephrine auto-injector into the bone. Because of this risk, epinephrine auto-injectors should be prescribed with caution in this population.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.754
Threshold uncertainty score0.809

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.015
GPT teacher head0.313
Teacher spread0.298 · 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

Citations1
Published2014
Admission routes3
Has abstractyes

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