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Record W2917266244 · doi:10.1093/ajhp/zxy065

Expanding the role of pharmacy technicians to facilitate a proactive pharmacist practice

2019· article· en· W2917266244 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAmerican Journal of Health-System Pharmacy · 2019
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicPharmacy and Medical Practices
Canadian institutionsSurrey Memorial Hospital
Fundersnot available
KeywordsPharmacistDispensaryPharmacy technicianPharmacyTechnicianClinical pharmacyMedicinePharmacy practiceNursingHealth careMedication therapy managementPharmaceutical careFamily medicine

Abstract

fetched live from OpenAlex

PURPOSE: This study describes a change in pharmacy practice to expand pharmacy technician roles to allow dispensing without a pharmacist check, thereby enhancing the pharmacist role in direct patient care. SUMMARY: In an effort to optimize patient care with limited resources, we set out to change our pharmacy practice model. We transferred duties that did not require clinical judgment in the dispensary from the pharmacist to the regulated technician. The transferred roles included order entry, order entry verification, and final check of medications and preparations. The changes in roles were well received by the pharmacy staff. The pharmacist practice changed from a reactive process, where the pharmacist waited for orders to be sent to the pharmacy, to a proactive process where the pharmacist collaborated directly with patients and the health care team. The pharmacists were able to provide daily medication therapy management for every inpatient in the new practice model compared with only reactive targeted care in the former practice model. Implementation of the new practice model at our site led to a reduction in time for medications to be delivered to the patient and reduced pharmacy-related medication errors. CONCLUSION: A new pharmacy practice model was successfully implemented whereby the pharmacy technician roles were expanded to the point where they perform all the distribution roles in the dispensary. This, in turn, allowed a change in the pharmacist role, which was focused on daily proactive direct patient care and medication therapy management.

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.

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)0.010
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.892
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.158
GPT teacher head0.494
Teacher spread0.336 · 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