An Advanced Pharmacy Practice Experience for Community Pharmacies Based on a Clinical Intervention Targeting Patients With Inflammatory Bowel Disease
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.
Bibliographic record
Abstract
Experiential education is a critical component of any pharmacy undergraduate curriculum. Establishing new, high-quality practice sites can be challenging. We designed a new advanced pharmacy practice experiential rotation suitable for implementation in most community pharmacy settings. The aim of this article is to describe the design of this rotation entitled the Targeted Pharmacy Intervention in Inflammatory Bowel Disease (TPI-IBD) and to determine its impact on student knowledge and confidence using a before-after survey design. The TPI-IBD utilizes a student-delivered intervention as a platform for experiential learning in community pharmacy practice. The TPI was focused on patients with IBD, and implementation was guided by a co-preceptor from the university in collaboration with onsite-preceptors at each pharmacy. The TPI-IBD rotation was delivered from 6 community pharmacies during 5 weeks in 2018. Students conducted standardized monitoring on patients with IBD and met weekly with the university preceptor for case presentations and therapeutic discussions. Electronic charts were maintained by students who were responsible for ensuring detailed documentation on each patient. Knowledge, confidence, and overall satisfaction were assessed by a survey given to students before and after the rotation. Students were highly satisfied with the learning experience and improvements in knowledge and confidence were clearly demonstrated. The TPI strategy was an effective way to expand rotation options in community pharmacy sites with minimal burden on local preceptors.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.007 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it