A Cross-sectional Study on Awareness Regarding Safe and Hygienic Practices amongst School Going Adolescent Girls in Rural Area of Wardha District, India
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
Onset of menstruation is one of the most important changes occurring during adolescence. In various parts ofIndia, there are several cultural traditions, myths and misconceptions related to menstruation, which make themvulnerable to genital tract infections. To understand the perceptions, source of information and status ofmenstrual hygiene a cross- sectional study was carried out amongst 300 school going adolescent girls (10- 19 yrs)in the rural area of Wardha district, Maharashtra, India.Majority of the girls received the information regarding menstruation from their mothers (41%), followed byMedia (24%) and friends (19%). Of the girls who developed genital tract infections, 66% used cloth. 37% girlsdo not disclose about their menstruation. Cleanliness of external genitalia was unsatisfactory. Hence it isimportant to educate the girls with scientific knowledge and dispelling their myths and misconceptions therebyencouraging safe and hygienic practices for safeguarding themselves against various infections.
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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 | 0.009 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 it