Neurobiology and Symptomatology of Post-Acute Alcohol Withdrawal: A Mixed-Studies Systematic Review
Bibliographic record
Abstract
OBJECTIVE: This study aims to review the neurobiology and symptomatology of post-acute alcohol withdrawal syndrome (PAWS). METHOD: We conducted a PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)-guided systematic review of articles from two databases for English-language randomized and nonrandomized studies involving PAWS published between database inception and December 2020. RESULTS: Twenty-seven studies met inclusion criteria. PAWS involves predominantly negative affect, which develops in early abstinence and can persist for 4-6 months or longer. Symptoms include anxiety, dysphoria, anhedonia, sleep disturbance, cognitive impairment, cravings, and irritability. PAWS symptoms appear to be risk factors for recurrent alcohol consumption. They have been associated with reported neurobiological differences in evoked potentials; measures of orexins, cortisol, serotonin, and pancreatic polypeptides; and neuroadaptation changes in the nucleus accumbens and the prefrontal cortex. CONCLUSIONS: There is credible evidence to support the concept of PAWS based on this review's findings. There remains a need to develop and test specific criteria for PAWS. High-quality treatment studies involving agents addressing its neurobiological underpinnings are also recommended.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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) | 0.000 | 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".