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Record W6987003656

Restrictive Practices Commission: report of enquiry into the statutory restrictions on the provision of dental prostheses

2012· report· en· W6987003656 on OpenAlexaboutno aff

Bibliographic record

VenueLenus, The Irish Health Repository (Dr Steevens Hospital Library) · 2012
Typereport
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCell Image Analysis Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsDenturesStatutory lawEconomic shortageWork (physics)MemorandumDental prosthesisQuality (philosophy)Dental Assistant
DOInot available

Abstract

fetched live from OpenAlex

In 1978, the Irish Association for Dental Prosthesis (IADP), an
\norganisation of dental mechanics, submitted a memorandum to the
\nMinister for Health in which they outlined, as they saw it, the position
\nthen obtaining in relation to the provision of dental health care in this
\ncountry, and made suggestions as to how this could be improved.
\n1.2 In their view, the amount of dental disease in our society requires
\nthe dental profession to devote their efforts to prevention and treatment,
\nand time spent on prosthetic work reduced the time spent on
\nprevention and treatment. In addition, they submitted that under the
\npresent system and because of the overall shortage of dentists, the
\ncost and quality of dentures were not likely to improve. They indicated
\nthat in other countries, notably Canada, the denture problems had
\nbeen solved by creating a new denture care system known as denturism.
\nUnder this, full and removable partial dentures are constructed,
\naltered and repaired directly for the public by denturists specifically
\ntrained and educated to perform this service. This, they claimed had
\nled to an improved quality and fit of denture, freed the dentists to
\nconcentrate on preventive treatment, and reduced the cost of dentures
\nby 50 per cent.

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)0.002
metaresearch head score (Gemma)0.002
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.265
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
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 head0.035
GPT teacher head0.334
Teacher spread0.299 · 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

Citations0
Published2012
Admission routes1
Has abstractyes

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