Hormones, oxidized proteins, and lipids in alcoholism. Duration of remission
Bibliographic record
Abstract
The instability of remission in alcohol dependence (AD) creates a need to search for criteria for predicting its duration. The aim of study was to determine the hormones, oxidized proteins, and lipids in patients with AD, and the possible relations between these parameters and the duration of remission. Blood samples were obtained from 49 male patients with AD after alcohol detoxification (Total group). Two groups of patients were formed: with unstable therapeutic remission up to 6 months (UTR-group); with stable therapeutic remission which lasted 12 months or longer (STR-group). The control group comprised men without AD. The levels of carbonylated proteins (CP), lipid peroxidation (TBA-RS) were determined in the blood plasma. The levels of cortisol, testosterone total, thyroid-stimulating hormone (TSH), triiodothyronine free (fT3), and thyroxine free (fT4) in the blood serum were measured. The Total group of patients showed an increase in CP, TBA-RS, Cortisol, cortisol/testosterone ratio, and a decrease in TSH, fT3, and fT3/fT4 levels. A set of parameters (T, fT3, fT4, cortisol/testosterone ratio) associated with unstable remission was identified.
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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 | 0.001 |
| 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) | 0.001 | 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".