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Child-resistant closure: yesterday, today and tomorrow

2017· article· en· W2765227035 on OpenAlexaffabout
Milton Tenenbein

Bibliographic record

VenueInjury Prevention · 2017
Typearticle
Languageen
FieldMedicine
TopicPoisoning and overdose treatments
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsYesterdayCONTESTMedicineMedical emergencyBusinessForensic engineeringEngineeringPolitical scienceLaw

Abstract

fetched live from OpenAlex

This is the 50th anniversary of the first child-resistant closure (CRC), the Palm N’ Turn, which was patented in 1967.1 This gives pause for reflection upon the strengths and shortcomings of this poison prevention intervention. The CRC is the cornerstone of the US Poison Prevention Packaging Act (PPPA) of 1970.2 Within the PPPA is a schedule of hazardous substances (drugs and consumer products) requiring a CRC. Over the years, drugs and consumer products have been added to this schedule. The criteria for certification as a CRC are precise and are defined in the PPPA. Its thrust is that opening the container within a defined period of time must be significantly difficult for children less than 5 years old but not difficult for normal adults. The CRC is Canada’s gift to injury prevention. Henri Breault MD, the director of the poison control centre in Windsor Ontario was disillusioned by 10 years of failure of education to reduce exploratory ingestion (formerly referred to as accidental ingestion or unintentional ingestion) by young children.3 The concept of a CRC had been discussed in the literature4 5 but had not gained traction. In 1964, Dr Breault founded the Ontario Association to Control Poisonings (OACP), an advocacy group consisting of physicians, pharmacists, industry and poison prevention advocates. The purpose of the OACP was to develop a CRC for medication containers. They raised US$1500 which was used as prize money for a contest requesting CRC designs. There were over 200 submissions and the winner was Peter Hedgewick’s Palm N’ Turn. Mr Hedgewick had considerable expertise with custom plastic moulding and was a designer and manufacturer of unique tools for the automobile parts industry. He patented the Palm N’ Turn in 1967.1 Dr Breault then undertook a study of this CRC. The pharmacists …

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)0.000
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 score0.341
Threshold uncertainty score0.348

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.017
GPT teacher head0.322
Teacher spread0.305 · 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
Published2017
Admission routes2
Has abstractyes

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