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Record W4313645529 · doi:10.1002/ajh.26837

Intranasal fentanyl and discharge from the emergency department among children with sickle cell disease and vaso‐occlusive pain: A multicenter pediatric emergency medicine perspective

2023· article· en· W4313645529 on OpenAlexaffabout
Chris A. Rees, David C. Brousseau, Fahd A. Ahmad, Jonathan E. Bennett, Seema Bhatt, Amanda Bogie, Kathleen Brown, T. Charles Casper, Laura L. Chapman, Corrie E. Chumpitazi, Daniel M. Cohen, Carlton Dampier, Angela M. Ellison, Hartmut Grasemann, Dunia Hatabah, Robert W. Hickey, Lewis L. Hsu, Nitya Bakshi, Sara Leibovich, Prabhumallikarjun Patil, Elizabeth C. Powell, Rachel Richards, Syana Sarnaik, Debra L. Weiner, Claudia R. Morris

Bibliographic record

VenueAmerican Journal of Hematology · 2023
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsHospital for Sick Children
FundersNational Center for Complementary and Integrative HealthMaternal and Child Health BureauNational Heart, Lung, and Blood InstituteSchool of Medicine, Emory UniversityNational Center for Advancing Translational SciencesHealth Resources and Services AdministrationUniversity at BuffaloDoris Duke Charitable FoundationScheme for Promotion of Academic and Research CollaborationSeattle Children's Research InstituteNational Institutes of HealthU.S. Department of Health and Human ServicesCincinnati Children's Hospital Medical CenterEmory UniversityNationwide Children's Hospital
KeywordsMedicineEmergency departmentInterquartile rangeVaso-occlusive crisisFentanylAcute chest syndromeOdds ratioEmergency medicinePediatric emergency medicineSickle cell anemiaPediatricsAnesthesiaInternal medicineDisease

Abstract

fetched live from OpenAlex

OpenAlex records an abstract for this work, but it could not be fetched just now.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.498

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 head0.005
GPT teacher head0.242
Teacher spread0.237 · 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

Citations30
Published2023
Admission routes2
Has abstractyes

Explore more

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