Improved cognitive function as a consequence of hepatitis C virus treatment<sup>*</sup>
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: The aim of the study was to investigate the impact of treatment-related clearance of hepatitis C virus (HCV) on cognitive function. METHODS: A prospective study was conducted in 19 HCV-monoinfected and 15 HIV/HCV-coinfected individuals undergoing pegylated interferon alpha-2a and ribavirin therapy between April 2003 and August 2005. Neuropsychological, mood, and health-related quality of life (HRQOL) effects were assessed using computer-based battery, Trail Making Tests, Depression Anxiety Stress Scales and the Short Form-36 health survey. RESULTS: Pretreatment cognitive function, mood status, and HRQOL were similar between the HCV patient groups. Sustained virological response (SVR) rates were similar between HCV-monoinfected (68%) and HIV/HCV-coinfected (73%) groups. SVR was associated with significant improvements in some measures of cognitive function, independent of HRQOL improvement. CONCLUSIONS: Our findings provide evidence to support cognitive effects of HCV independent of mood status and HRQOL profiles.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it