Relationship of premenstrual and menstrual symptoms to alexithymia among nursing students
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
PURPOSE: The aim of this study is to determine the relationship of premenstrual and menstrual symptoms to alexithymia among nursing students. DESIGN AND METHODS: This descriptive study was conducted with 284 undergraduate nursing students. Data were collected using Premenstrual Syndrome Scale (PMSS), Menstrual Symptom Scale (MSQ), and Toronto Alexithymia Scale-20 (TAS-20). FINDINGS: The PMSS, MSQ, and TAS-20 mean scores were 103.56 ± 35.08, 2.92 ± 0.8, and 45.22 ± 9.17, respectively. There was statistically significant positive correlation between TAS-20 and PMSS and MSQ mean scores (p < .05). PRACTICAL IMPLICATIONS: Women should be evaluated for alexithymia to prevent the adverse effects of premenstrual and menstrual symptoms.
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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) | 0.000 | 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 | 0.000 |
| 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