Maintenance treatment in bipolar disorder: a focus on aripiprazole
Bibliographic record
Abstract
Bipolar disorders (BD) are chronic medical syndromes heterogeneous in phenomenology, pathophysiology and treatment. The longitudinal course of bipolar disorders is often characterized by nonrecovery, subsyndromal symptoms, enduring cognitive deficits and impairment in psychosocial function. The risk for premature mortality from unnatural (e.g., suicide) as well as natural causes (e.g., cardiovascular disease) is significantly higher than the general population. The therapeutic objectives of maintenance therapy are to prevent relapse/recurrence, reduce the risk for premature mortality, promote functional restoration and enhance quality of life. A chronic disease management model, which includes pharmacologic and manual-based psychosocial interventions as paradigmatic components, provides a framework for best practice and optimal patient outcome. This article provides a succinct review of treatments approved by the US FDA for maintenance in bipolar disorders, with a focus on the most recently approved atypical antipsychotic, aripiprazole.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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".