The Level of Mental Health Literacy Among Athletic Staff in Intercollegiate Sport
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
Mental health literacy (MHL), the knowledge and attitudes that aid in recognition, management and prevention of mental health issues, could help maintain positive mental health within the athletic community. As coaches and athletic therapists (ATs) frequently and routinely interact with athletes, this study focused on the MHL of these individuals. Eighty participants (24 females, 54 males; 57 coaches, 18 ATs) completed an on-line version of the MHL Scale. Average MHL score was 131.48, which, is relatively equal to scores seen in university students and a general population. No significant difference was detected between coaches and ATs but females reported significantly higher MHL scores than males. There was a significant negative correlation between MHL and total experience. These results have potentially strong clinical ramifications as increased MHL in this context can affect facilitators and barriers towards seeking help in a high-risk population.
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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 | 0.010 | 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 | 0.001 |
| 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 it