Unlocking the psycho‐social‐dermal axis: A double blinded randomized placebo controlled study unveiling the influence of a novel topical formulation on skin quality, attractiveness, quality of life, and sexual satisfaction
Bibliographic record
Abstract
BACKGROUND: Improved skin appearance is closely linked to higher self-esteem, favorable first impressions, and enhanced quality of life, with skincare products often being formulated with biostimulatory and regenerative ingredients to both enhance skin health and provide psychological benefits. Certain components, such as phospholipids and botanicals, may not only improve skin quality, but also impact mood, romantic bonding, and sexual attraction. AIMS: To assess whether a novel topical skin care product formulated with a proprietary combination of proteins, lipids, and botanical derivatives, can potentially result in a robust psycho-social-dermatological benefit via modulation epidermal oxytocin and pheromonal pathways. PATIENTS/METHODS: In this single-center prospective, randomized, controlled, double-blinded study, 40 female subjects were randomly assigned to use of either active novel skincare products, or placebos, for 4-8 weeks. Skin assessments, standardized photography, first impression ratings, and questionnaires on confidence and sexual satisfaction were conducted. RESULTS: Thirty-nine subjects completed the study and demonstrated a statistically significant improvement in skin quality following 4 and 8 weeks of use, with improvements of greater magnitude demonstrated with a longer duration of use. Product users projected a better first impression and appeared on average 3 years younger than their actual age, with 86% of subjects reporting increased confidence. Product users found random people of the opposite sex to be more attractive 88% of the time and reported improvement in sexual satisfaction in 90% of the categories. CONCLUSIONS: The use of this novel topical product culminated in statistically significant improvements in skin quality, confidence, sexual relationship satisfaction, perceived attractiveness, and youthfulness, highlighting its potential in anti-aging and mood enhancement.
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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 | 0.004 | 0.001 |
| 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 | 0.001 |
| 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 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".