ARTICLE Therapeutic Interchange in Canadian Hospitals: A National Survey
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
Background: Therapeutic interchange has been a common element of hospital pharmacy practice for many years. Recent annual surveys have shown a stable prevalence of this practice in Canadian hospitals, despite its apparent incompatibility with patient-focused care. However, these surveys have not fully described therapeutic interchange programs. Objectives: To determine the prevalence of therapeutic interchange programs in Canadian hospitals, the reasons for their existence, the drug categories typically selected for the programs, the procedures used, and pharmacists ’ perception of the appropriateness of therapeutic interchange in Canadian hospitals. Methods: A 12-item questionnaire was mailed, in the first quarter of 1999, to 255 hospitals listed in the Canadian
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| 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 it