<I>UGT1A1</I> polymorphisms associated with risk of induced liver disorders by anti-tuberculosis medications [Short communication]
Bibliographic record
Abstract
First-line drug treatment for tuberculosis (TB) is frequently associated with liver toxicity. The goal of this study was to examine the association between UDP-glucuronosyl-transferase 1A1 (UGT1A1) genetic variations and anti-tuberculosis drug-induced hepatotoxicity (ATDH). A total of 98 patients, including 17 patients with ATDH, were enrolled; compound UGT1A1*27 and UGT1A1*28 were associated with an increased risk for developing ATDH after adjusting for age (OR 13.859; 95%CI 1.085-177.056). These findings require confirmation. However, screening for genetic variations prior to TB treatment may reduce the incidence of ATDH and improve treatment adherence.
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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 | 0.002 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 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; 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".