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Record W1841459017 · doi:10.1089/ped.2014.0399

Nonprescription Epinephrine Metered-Dose Inhaler: To Be or Not To Be

2014· article· en· W1841459017 on OpenAlexaboutno aff
Kathryn Blake, Hengameh Raissy

Bibliographic record

VenuePediatric Allergy Immunology and Pulmonology · 2014
Typearticle
Languageen
FieldMedicine
TopicAsthma and respiratory diseases
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineChlorofluorocarbonInhalerBronchodilatorAsthmaFood and drug administrationEpinephrineAdvisory committeeAnaphylaxisIntensive care medicineAllergyAnesthesiaPharmacologyInternal medicine

Abstract

fetched live from OpenAlex

A new product, Epinephrine HFA, is being considered by the Food and Drug Administration (FDA) for marketing approval as a nonprescription bronchodilator inhaler for the treatment of the “temporary relief of mild symptoms of intermittent asthma in adults and children 12 years of age and older.” This product would serve as a replacement for Primatene ® Mist, which was removed from the market in December 2011 in accordance with the requirements of the Montreal Protocol to phase out chlorofluorocarbon (CFC) propellants. The Nonprescription Drugs Advisory Committee and the Pulmonary-Allergy Drugs Advisory Committee met in early 2014 to review the clinical data. The data indicate that Epinephrine HFA provides improvement in lung function at the proposed doses and that no clinically important safety issues were observed. There were, however, concerns that the device could malfunction and that the dose-counter could lose accuracy. These device issues are significant for a drug that could be used for life-threatening symptoms of asthma. All study data presented are publically available from the FDA website at www.fda.gov/AdvisoryCommittees/CommitteesMeetingMaterials/Drugs/NonprescriptionDrugsAdvisoryCommittee/ucm380890.htm for the February 24, 2014, meeting.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.608
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.025
GPT teacher head0.277
Teacher spread0.252 · 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.

Study designNot applicable
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

Citations2
Published2014
Admission routes1
Has abstractyes

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