Bibliographic record
Abstract
Journal Article Education and training of pharmacy students Get access James A. Trovato, PHARM.D., M.B.A., BCOP, James A. Trovato, PHARM.D., M.B.A., BCOP Assistant Professor Department of Pharmacy Practice and Science, School of Pharmacy, University of Maryland, Baltimore Address correspondence to Dr. Trovato at the Department of Pharmacy Practice and Science, School of Pharmacy, University of Maryland, 10 N. Pine Street, Baltimore, MD 21201. Search for other works by this author on: Oxford Academic Google Scholar Jennifer M. Edwards, PHARM.D. Jennifer M. Edwards, PHARM.D. Assistant Director of Pharmacy and Pharmacy Practice Residency Director Southwest Washington Medical Center, Vancouver Search for other works by this author on: Oxford Academic Google Scholar American Journal of Health-System Pharmacy, Volume 61, Issue 18, 1 September 2004, Pages 1956–1957, https://doi.org/10.1093/ajhp/61.18.1956 Published: 15 September 2004
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 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 | 0.001 | 0.000 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".