Are statin medications safe in patients with ALS?
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
Statin medications for elevated cholesterol are one of the most commonly prescribed medications worldwide. The aim of this study was to determine if statin medications affect the rate of disease progression, the severity and frequency of muscle cramping, and serum CK levels in patients with ALS. We conducted a prospective cohort study in patients diagnosed with ALS with statin medication as the predetermined exposure variable and the rate of decline of the ALS Functional Rating Scale-Revised (ALSFRS-R) as the primary outcome. One hundred and sixty-four consecutive patients with laboratory supported probable, clinically probable, or clinically definite ALS were evaluated from January 2006 to September 2007. Thirty-two patients (20%) were taking statin medications and 132 were in the control group. After adjusting for covariates, we found a highly significant increase in the rate of decline in the ALSFRS-R for the statin group (1.71 units/month) compared to the control group (1.05 units/month, pB0.0001) representing a 63% increase in the rate of functional decline. Patients on statin therapy also reported a significant increase in muscle cramp frequency and severity (pB0.0001). This study has demonstrated a strong association between statin medications and an increased rate of functional decline and muscle cramping in patients with ALS. Although this association does not prove a causal relationship, it is prudent to exercise caution and discuss discontinuation or replacement of statin medications in patients with ALS.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it