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Record W2626012175 · doi:10.13162/hro-ors.v5i2.2979

Expanding Scope of Practice for Ontario Optometrists

2017· article· fr· W2626012175 on OpenAlexaffvenueabout
Emily Bray, Ivy Lynn Bourgeault

Bibliographic record

VenueHealth Reform Observer - Observatoire des Réformes de Santé · 2017
Typearticle
Languagefr
FieldHealth Professions
TopicHealthcare Quality and Management
Canadian institutionsUniversity of TorontoCanadian Institutes of Health ResearchUniversity of Ottawa
Fundersnot available
KeywordsScope (computer science)OptometryScope of practiceBusinessPolitical scienceMedicineComputer scienceHealth care

Abstract

fetched live from OpenAlex

In 2011, The Optometry Act, 1991 was amended to include The Designated Drugs and Standards of Practice Regulation which expanded the scope of practice for Ontario optometrists to include prescribing privileges from a specific list of drugs.The goals of the optometry reform were to increase access to care, decrease burden on medical and hospital resources and allow optometrists to practice to their full scope.The policy response was spurred by a recommendation from the Health Professions Regulatory Advisory Council and the prescribing precedence in other Canadian jurisdictions.Bill 171, The Health Systems Improvement Act, amended The Optometry Act, 1991, Section 4 to include the authorized act of prescribing designated drugs, while The Designated Drugs and Standards of Practice, passed on 6 April 2011, listed the individual drugs optometrists are authorized to prescribe.The resulting response of a specific list of authorized drugs was seen as a limiting and inflexible system that will require changes as newer drugs are developed. Expanding Scope of Practice for Ontario Optometrists Bray & Bourgeault Key Messages• In 2011, The Optometry Act, 1991 was amended to include The Designated Drugs and Standards of Practice Regulation, giving optometrists in Ontario the authority to prescribe from a specific list of drugs.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.955
Threshold uncertainty score0.785

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.031
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0080.005
Scholarly communication0.0050.003
Open science0.0020.008
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0190.003

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 head0.214
GPT teacher head0.515
Teacher spread0.301 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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
Published2017
Admission routes3
Has abstractyes

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