Treatment and prevention of mania in bipolar I disorder: focus on aripiprazole
Bibliographic record
Abstract
David J MuzinaCenter for Mood Disorders Treatment and Research, Cleveland Clinic Neurological Institute, Cleveland, Ohio, USAAbstract: Aripiprazole is a second-generation antipsychotic with a unique pharmacologic receptor profile that has efficacy in the treatment and prevention of mania in bipolar I disorder. This article reviews the evidence supporting treatment of adults with bipolar I disorder using aripiprazole as monotherapy or adjunctively during acute mania and its utility as an intramuscular agent for agitation in manic patients. Results from one of the longest bipolar maintenance trials which support aripiprazole as a prophylactic mood stabilizer, specifically against manic relapses, will be discussed as well as a post-hoc analysis that suggests efficacy for rapid cycling bipolar disorder. Safety and tolerability issues, patient-focused perspectives and aripiprazole’s place in therapy for bipolar mania will be covered.Keywords: bipolar disorder, mania, prevention, aripiprazole, rapid cycling
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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 | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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".