Association of MAO A polymorphism and alcoholism in Brazilian females
Bibliographic record
Abstract
Among the different possible genes involved in the alcoholism etiology, the X-linked monoamine oxidase A gene is a good candidate. The aim of this study was to assess whether a functional VNTR polymorphism in the promoter region of the monoamine oxidase A gene is associated with alcoholism, comparing patients of both sexes. Ninety-three alcohol-dependent patients (51 males, 42 females) and 93 sex-matched normal controls were engaged. In the total sample, the genotype containing at least one three-repeat allele was significantly more frequent among alcohol-dependent patients than controls (P=0.01). However, when the two sexes were analyzed separately, the difference was statistically significant only for females. This is of particular interest as rates of alcoholism in Brazil are markedly lower in females. Our results suggest that this monoamine oxidase A polymorphism could play a role in susceptibility to alcoholism, which may differ across sexes.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 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 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".