Survey of community pharmacists’ opinions on drug scheduling in Ontario and Québec
Bibliographic record
Abstract
Background: Over the past decade, Canada has witnessed a shift of several drugs from prescription-only to behind-the-counter (BTC) and over-the-counter (OTC) status. This work examined community pharmacists' agreement with the current scheduling of agents used in the management of allergic rhinitis, heartburn, and vulvovaginitis. Methods: From September to October 2022, an online survey was administered to pharmacists practicing in in Ontario and Québec. The survey aimed to gather insights into their preferred scheduling for 15 medicines commonly used to manage the three selected conditions. Pharmacists were asked whether they agreed with the current scheduling status of each and, if not, how they feel it should be scheduled. Results: 715 pharmacists completed the survey, 462 from Ontario and 253 from Québec. Most were staff pharmacists working 30 or more hours per week, having been a pharmacist for 1-10 years. Ontario pharmacists expressed a preference for scheduling change for five drugs (four prescription [terconazole for intravaginal use, famotidine, rupatadine, mometasone nasal spray] and one unscheduled [ranitidine 75 mg]), while Québec pharmacists expressed preference for scheduling change for three prescription drugs (terconazole for intravaginal use, famotidine, rupatadine). Discussion: As pharmacy practice continues to evolve, pharmacists' comfort with initiating previously prescription-only therapy independently or assisting patients with self-selection may similarly evolve. Of the five drugs identified as having a discrepancy between current status and pharmacist preference, four are prescription and may be candidates to consider for prescription to OTC switch. Conclusion: Pharmacists in Ontario and Québec have expressed preference for most products used in the treatment of allergic rhinitis, heartburn, and vulvovaginitis to be categorised as Schedule II (BTC) or Schedule III (OTC) available only in pharmacies.
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How this classification was reachedexpand
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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".