Federal government unveils proposals to provide “red tape relief” to pharmacies
Bibliographic record
Abstract
Regulatory changes designed to provide “red tape relief” will save Canadian pharmacies an estimated $8.7 million a year in administrative costs, according to the federal government. The government announced proposed changes to the Food and Drug Regulations on January 21, 2013, as part of its larger initiative for small business, the Red Tape Reduction Action Plan, announced in October 2012. The new rules would allow provincially regulated pharmacy technicians to transfer prescriptions to another pharmacy and to complete the related paperwork—tasks currently restricted to pharmacists. The changes are to take effect this year in Ontario, Alberta and British Columbia—where pharmacy technicians are regulated—and will apply in other provinces when they implement regulation of their technicians. “This amendment… will enable pharmacists to focus more of their time on direct patient care,” said Dennis Darby, CEO of the Ontario Pharmacists’ Association, in a federal news release. “As key members of the pharmacy team, pharmacy technicians need to be able to practise to their full scope so that pharmacists can provide the best, most efficient health care to patients.”
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.028 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.011 | 0.003 |
| Scholarly communication | 0.007 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.017 | 0.009 |
| Insufficient payload (model declined to judge) | 0.013 | 0.003 |
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 source (direct Gemma or distilled Codex), 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".