Bibliographic record
Abstract
Non-alcoholic fatty liver disease is the most prevalent hepatopathy, estimated at 30% in the general population. In the coming years, it will likely be the most common indication for liver transplantation and the most frequent cause of hepatocellular carcinoma. Current treatment for non-alcoholic fatty liver disease is based on dietary and exercise interventions that have been shown to be efficacious, even for reverting fibrosis. Unfortunately, compliance with general measures involving lifestyle modifications is very poor, making pharmacologic strategies a necessary option. At present, there are no treatments for non-alcoholic fatty liver disease approved by regulatory agencies, and the only ones with sufficient evidence and recommended by international societies are treatments with pioglitazone and vitamin E, which are not exempt from adverse effects. We review herein the current management of non-alcoholic fatty liver disease, including dietary and physical activity interventions, available treatments, equivocal therapies, emerging treatments, and treatments presently in clinical trials. La enfermedad por hígado graso no alcohólico es la hepatopatía más prevalente, cercana al 30% de la población general, y se considera será en los siguientes años la indicación más común de trasplante hepático y la etiología más frecuente de carcinoma hepatocelular. El tratamiento actual de la enfermedad por hígado graso no alcohólico se debe basar en las medidas higiénico-dietéticas, que han demostrado ser eficaces incluso para revertir fibrosis. Desafortunadamente, el apego a las medidas generales es muy pobre, de ahí la necesidad de contar con estrategias farmacológicas. Hasta el momento no contamos con tratamientos aprobados por las agencias regulatorias para esta entidad, y los únicos tratamientos recomendados por las sociedades internacionales por tener suficiente evidencia son la pioglitazona y la vitamina E, que no están exentas de efectos adversos. En este artículo revisaremos el estado actual del tratamiento de la enfermedad por hígado graso no alcohólico, incluyendo las medidas higiénico-dietéticas, tratamientos disponibles, fármacos equívocos, tratamientos emergentes, y aquellos que actualmente se encuentran en ensayos clínicos.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.001 | 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 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".