Evaluating the Wizards of Motion Cardiovascular Disease Prevention Module
Bibliographic record
Abstract
This study evaluated the level of change in students’ knowledge of and attitudes toward healthy lifestyle behaviors and prevention of cardiovascular disease (CVD) following implementation of a Cardiovascular Disease Prevention Module in Grade 5 science classes. Two classes of students ( n 1 = 39) were identified as the intervention group and two classes ( n 2 = 31) were designated as controls. The intervention group participated in the module initially, whereas the control groups participated after the data collection was completed. A two-group, pre–post comparison design was used to evaluate results on both a knowledge test and an attitude questionnaire. The results indicated that although both the intervention and the control groups began with similar knowledge and attitudes toward CVD and healthy behaviors, the intervention group demonstrated an improved level of knowledge and attitudes. Further research is needed to determine whether this CVD module could provide a sustained impact on adoption of healthy behaviors among adolescents.
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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 | 0.003 | 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 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".