Forced isolation by invisible barriers: international survey on the effects of fragrances on the quality of life
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Background Previous cross-sectional surveys showed that between 20 to 35% of the adult population report health effects in contact with fragrances. The present international survey with 3152 self-reported fragrance sensitive persons addresses the situation in more detail, gathered reported symptoms, underlying diseases, strategies to cope with fragrance sensitivity, and the impact on participation in social life and on quality of life. Results On average, every fragrance sensitive person in this survey associates almost ten health symptoms with fragrance exposure, the most frequent ones being cognitive problems, migraine/headaches, mucous membrane problems and breathing problems. More than a third (37.47%) of the survey participants indicate that they have experienced a physical breakdown due to heavy exposure to fragrances. Almost half of the respondents (48.92%) report that their fragrance sensitivity was the reason why they lost their job. Nearly 70% (68,31%) of survey participants indicate that they are excluded from social life almost completely or very strongly, and nearly two thirds (62.53%) indicate that they are forced into increasing isolation almost completely or very strongly. Around three quarters (76.84%) of survey participants state that fragrance exposure affects their quality of life strongly or takes away any quality of life completely. Conclusions Fragrance exposure is an invisible barrier that leads to isolation of fragrance sensitive persons in society. General avoidance of fragrances does not heal their sensitivity, but prevents the manifestation of the symptoms, so that fragrance sensitive persons would be able to participate in and contribute to society. Fragrance-free regulations for important areas, such as those implemented partially in Canada and the USA, would be an important improvement. Many fragrance substances are hazardous with effects for the human health and the environment, but they are not essential for human health, safety or for the functioning of society. Therefore, hazardous fragrances are obvious candidates for a prompt phase out according to the European essential use concept. A responsible use of fragrances would not only help fragrance vulnerable individuals, but also the general population and the environment.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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