Efficacy and Safety of Modafinil for Treatment of Amphetamine-Type Stimulant Use Disorder: A Systematic Review and Meta-Analysis of Randomized Placebo-Controlled Trials: Efficacité et innocuité du modafinil pour le traitement des troubles liés à l'usage de stimulants de type amphétamine : revue systématique et méta-analyse d'essais randomisés contrôlés par placebo
Bibliographic record
Abstract
Introduction Amphetamine-type stimulants (ATSs) are related to significant harm worldwide, with limited effective pharmacological treatments for ATS use disorder (ATSUD). Modafinil has been explored as a potential treatment for ATSUD. This systematic review and meta-analysis (PROSPERO ID: CRD42023388487) aimed to evaluate the efficacy and safety of modafinil for the treatment of ATSUD. Methods A comprehensive search of major indexing sources and trial registries, from inception to search date, was conducted on February 15, 2023, and updated on October 31, 2023. Eligible studies were randomized placebo-controlled trials (RCTs) of modafinil in individuals meeting the criteria for the Diagnostic and Statistical Manual of Mental Disorders, fourth and fifth editions, diagnoses of ATSUD. Eligible studies were assessed for risk of bias, using the Cochrane Risk of Bias tool. The primary outcome included the effect of modafinil on ATS use. Secondary outcomes included retention in treatment, ATS craving, treatment discontinuation due to adverse events (AEs), and serious AEs. Subgroup analysis by modafinil dose was conducted where appropriate. Risk ratio (RR) or Peto's odds ratio (OR) was calculated for the meta-analysis of dichotomous variables and standardized mean difference (SMD) was calculated for the random-effect meta-analysis of continuous variables. Results Five RCTs ( N = 451 participants) were included. Modafinil did not significantly impact ATS use (RR = 0.99; 95% CI, 0.97 to 1.02; p = 0.655), retention in treatment (RR = 1.02; 95% CI, 0.91 to 1.14; p = 0.799), ATS craving (SMD = −0.36; 95% CI, −1.19 to 0.47; p = 0.398), or treatment discontinuation due to AEs (Peto's OR = 0.48; 95% CI, 0.20 to 1.14; p = 0.100). These results were consistent across subgroup analyses. More episodes of serious AEs were reported in the modafinil group than in the placebo group, at higher doses (Peto's OR = 4.80; 95% CI, 1.18 to 19.56, p = 0.029). Conclusion There is currently no evidence suggesting that modafinil has a statistically significant effect on efficacy outcomes in populations with ATSUD. Continued research into effective treatments and harm reduction strategies for ATSUD is essential.
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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 | 0.032 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.029 | 0.007 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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; both teacher heads agree on what is shown here.
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".