Botulinum Toxin Type A Treatment of Multiple Upper Facial Sites
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
BACKGROUND: Aesthetic treatment planning must address subjects' goals and include subject-reported outcomes. OBJECTIVE: The objective was to compare the effect of botulinum neurotoxin type A (BoNTA) with placebo on subject-reported outcomes and to assess the utility of 64 U of BoNTA to treat the entire upper face. METHODS: Forty female subjects were randomized to receive 64 U of BoNTA or identical placebo injections (double-masked) divided among 16 sites of the upper face and were followed for 12 weeks. Subjects unimproved at Week 4 were eligible for open-label BoNTA treatment and were followed through Week 16. Main outcome measures were scores on seven items of the Facial Line Outcomes Questionnaire (FLO-7) and results on the Self-Perception of Age (SPA) for assessing age of appearance relative to actual age. RESULTS: BoNTA treatment resulted in significant improvements on the FLO-7 scores that were maintained throughout the study. BoNTA treatment also reduced age of appearance in a majority of subjects. Placebo had no effects on any measure. No serious adverse events occurred. CONCLUSION: Sixty-four-unit BoNTA treatment of upper facial rhytids safely and significantly improves subject-reported outcomes, as measured by the FLO-7 and SPA, and results in a younger, more satisfying, relaxed appearance.
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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 | 0.000 |
| 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) | 0.000 | 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 it