The mechanism, efficacy, and tolerability profile of agomelatine
Bibliographic record
Abstract
INTRODUCTION: Agomelatine is a novel antidepressant that acts as a melatonin MT1 and MT2 receptor agonist and serotonin 5-HT2C receptor antagonist, putatively reversing circadian rhythm disruption in major depressive disorder (MDD) and promoting dendritic neurogenesis in animal models of depression. It may be a preferable alternative to antidepressants currently in use due to its improved tolerability profile. AREAS COVERED: The PubMed database was searched for published randomized controlled trials (RCTs) evaluating the efficacy of agomelatine as well as its tolerability and safety in the treatment of MDD. The key search term used was agomelatine combined with major depressive disorder/depressive disorder/depression and antidepressant. Article selection was based upon sample size and overall methodological quality. EXPERT OPINION: Agomelatine is a multi-modal agent with novel mechanisms of action, having sound evidence supporting its overall statistical efficacy and adequate tolerability profile for MDD treatment. However, the clinical significance of agomelatine has been contested, calling for additional studies in evaluation of its effect size. Of further concern are reported transient elevations in transaminases and severe but rare liver reactions.
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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 | 0.000 | 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) | 0.001 | 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".