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Record W2051869590 · doi:10.1177/1715163514546107

Going it on their own

2014· article· en· W2051869590 on OpenAlexvenueaboutno aff
Ross T. Tsuyuki

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2014
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsDispensaryPharmacyNewspaperPopulationHealth careSignageMedicinePharmacistNursingPublic relationsFamily medicineSociologyBusinessPolitical scienceMedia studiesAdvertising

Abstract

fetched live from OpenAlex

In June I Visited Reid McDonald and Anita Cumbleton, who have just opened Sunset Ridge Pharmacy in a new subdivision in the north part of Cochrane, Alberta (population 21,000), about 35 minutes northwest of Calgary. As you can see from the photo, they are still awaiting their signage. I would describe the design of their clinic as “patient-focused.” Central to this are 2 patient examination rooms (see photo below; left of center). There is only a very small dispensary and a small selection of OTC products (Reid and Anita have deliberately avoided alternative and unproven therapies). This is a pharmacy designed for patient care. Indeed, their business model is based on billing Alberta Health for their clinical services. So far, the major challenges have been getting their pharmacy known (this is a very new subdivision, not completed yet) and meeting local physicians and other health care providers. Their grand opening in the beginning of July was very successful and included fundraising for a local charity, air time on the local radio station and a newspaper article.1 Anita and Reid have met with the leadership of the local Primary Care Network. Not surprisingly, the physicians wanted to know what Anita and Reid “were going to do to their patients” and didn’t appreciate the need for chronic care management and education (the physicians think they already provide those services for everyone). However, the physicians acknowledged that Anita and Reid were the first pharmacists to approach them about collaboration, and the two have scheduled a follow-up meeting with some of the physicians. Interestingly, Reid and Anita have been “visited” surreptitiously by other pharmacists in the area, none of whom have had the professional courtesy to introduce themselves. This is a young couple who have taken a courageous step forward to realize their vision of patient care. We all wish them well. Our other new practitioner, Bryan Gray, recently received the Canadian Pharmacists Association New Practitioner Award.2 Bryan embodies the very spirit of the award—showing exemplary courage and commitment to patient care and the profession. Back home in Thunder Bay, Bryan and his staff have been busy. Since establishing River Terrace Medical Pharmacy in late February, Bryan and his staff have seen tremendous growth. He says, “As an independent pharmacy, our competitive edge is service.” He is confident that the pharmacy is able to provide that higher level of service to patients. Bryan gives much of the credit to his team of technicians and pharmacists: Laura Bron (pharmacist), Mehgan Woods (technician), Vikki Kinsman (technician) and Janet Proctor (pharmacist). Some new programs that they are starting include a discrete methadone service, point-of-care anticoagulation service, medication synchronization (synchronizing refills for chronic medications) and preparation for this fall’s flu season. Check out their website: www.RTPharmacy.com. Bryan recently received his designation as a Certified Diabetes Educator. He also remarks that his MBA courses at Lakehead University have helped a lot, especially in terms of marketing, human resources, accounting and organizational behavior. These are big steps for these new practitioners. The words and phrases that come to mind are courage, vision, focus on patient care, commitment, professionalism and unwillingness to accept the status quo. We need more of this from our profession.

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)0.003
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.454
Threshold uncertainty score0.779

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0090.003
Scholarly communication0.0120.010
Open science0.0020.011
Research integrity0.0060.013
Insufficient payload (model declined to judge)0.4540.318

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 head0.114
GPT teacher head0.339
Teacher spread0.225 · 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.

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
Published2014
Admission routes2
Has abstractyes

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