Does Therapeutic Equivalence Follow Bioequivalence? A Randomized Trial to Assess Clinical Effects After Switching From Clozaril to Generic Clozapine (Gen‐Clozapine)
Bibliographic record
Abstract
This study prospectively assessed outcomes in a group of patients who were randomly switched from Clozaril to generic clozapine (Gen-Clozapine). The authors examined data from rating scales administered before the switch and at points after the switch. There were no statistically significant differences between the groups on any baseline measures, including psychiatric status and dose of medication. In the group of patients who were switched to the generic formulation, there was a significant increase in Global Assessment Scale scores by the end of the 6-month monitoring period. In the group of patients who remained on Clozaril, a significant decrease in the 32-item Behavior and Symptom Identification Scale scores was found at the end of the monitoring period. The results of this study suggest that clinical equivalence indeed followed bioequivalence when switching from Clozaril to Gen-Clozapine.
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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 | 0.011 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".