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Record W2965977448 · doi:10.1177/1715163519865759

Barriers to a full scope of pharmacy practice in primary care: A systematic review of pharmacists’ access to laboratory testing

2019· review· en· W2965977448 on OpenAlexaffvenueabout
Jacqueline Donovan, Ross T. Tsuyuki, Yazid N. Al Hamarneh, Beata Bajorek

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2019
Typereview
Languageen
FieldMedicine
TopicClinical Laboratory Practices and Quality Control
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsScope (computer science)PharmacyPrimary careMedicinePharmacy practiceScope of practiceFamily medicineHealth careComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Objectives: To describe primary care pharmacists’ current scope of practice in relation to laboratory testing. Method: A 2-tiered search of key databases (PubMed, EMBASE, MEDLINE) and grey literature with the following MeSH headings: prescribing, pharmacist/pharmacy, laboratory test, collaborative practice, protocols/guidelines. We focused on Canada, the United States, the United Kingdom, New Zealand and Australia for this review. Results: There is limited literature exploring primary care pharmacists’ scope of practice in relation to laboratory testing. The majority of literature is from the United States and Canada, with some from the United Kingdom and New Zealand and none from Australia. Overall, there is a difference in regulations between and within these countries, with the key difference being whether pharmacists access and/or order laboratory testing dependently or independently. Canadian pharmacists can access and/or order laboratory tests independently or dependently, depending on the province they practise in. US pharmacists can access and/or order laboratory tests dependently within collaborative practice agreements. In the United Kingdom, laboratory testing can be performed by independent prescribing pharmacists or dependently by supplementary prescribing pharmacists. New Zealand prescribing pharmacists can order laboratory testing independently. Most publications do not report on the types of laboratory tests used by pharmacists, but those that do predominantly resulted in positive patient outcomes. Discussion/Conclusion: Primary care pharmacists’ scope of practice in laboratory testing is presently limited to certain jurisdictions and is often performed in a dependent fashion. As such, a full scope of pharmacy services is almost entirely unavailable to patients in the United States, the United Kingdom, New Zealand and Australia. Just as in the case for pharmacists prescribing, evidence indicates better patient outcomes when pharmacists can access/order laboratory tests, but more research needs to be done alongside the implementation of local guidelines and practice standards for pharmacists who practise in that realm. Patients around the world deserve to receive a full scope of pharmacists’ practice, and lack of access to laboratory testing is one of the major obstacles to this. Can Pharm J (Ott) 2019;152:xx-xx.

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)0.006
metaresearch head score (Gemma)0.030
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.583
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.030
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0070.001
Bibliometrics0.0020.006
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.003
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 head0.123
GPT teacher head0.432
Teacher spread0.308 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations17
Published2019
Admission routes3
Has abstractyes

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