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Record W2080204152 · doi:10.1136/adc.2003.047258

Survey of administration of medicines to pupils in primary schools within the London area

2004· article· en· W2080204152 on OpenAlexaboutno aff
Ian Chi Kei Wong

Bibliographic record

VenueArchives of Disease in Childhood · 2004
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsnot available
FundersNational Natural Science Foundation of China
KeywordsMedicineHead teachersAdministration (probate law)Quarter (Canadian coin)Family medicineMedical educationMedical schoolNursing

Abstract

fetched live from OpenAlex

OBJECTIVE: To examine the policy, administration, and supervision of medicine administration in primary schools within the Greater London area (GLA). DESIGN: A prospective survey using postal questionnaires sent to 172 randomly selected primary schools within the GLA. PARTICIPANTS: Head teachers of primary schools. RESULTS: Some 65% of head teachers replied. Less than 50% of responding head teachers had actually read the national guidelines Supporting Pupils with Medical Needs and only 30% of respondents were aware of other members of staff who had read the document. A total of 95% of respondents followed a policy/procedure in caring for the medical needs of pupils. Over 80% of respondents had staff handling the pupils' medical needs, staff handling access to stored medicines, and prior arrangements for staff training. However, it is worrying that a quarter of the schools did not keep a written record of medicines given to children in schools. The majority of staff with responsibility for medicine administration in schools are support staff. The most encouraging findings were that for the majority of schools with children using the EpiPen and rectal diazepam, there were trained staff to administer these medicines. CONCLUSIONS: The majority of schools had a policy in place to deal with medicine administration, although further work should be conducted to analyse the content of such policies. It is very important that training is directed at staff responsible for medicine administration and not just at teachers. Most schools were willing to administer rectal diazepam and EpiPen treatment in an emergency.

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)0.002
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 score0.009
Threshold uncertainty score0.521

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.039
GPT teacher head0.388
Teacher spread0.349 · 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

Citations18
Published2004
Admission routes1
Has abstractyes

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