Association of Blood Pressure with Body Mass Index and Waist Circumference and its Effects Among School Students (Aged 8-16 Years) of Rural West Bengal, India
Bibliographic record
Abstract
Body mass index (BMI) and waist circumference (WC) are considered as the most important anthropometric indicators to investigate the risk factors for cardiovascular diseases, hypertension and other obesity-related diseases. This study assessed the relationship between blood pressure (BP) with BMI and WC in students (aged 8 - 16 years) of rural West Bengal (WB) in Eastern India. About 551 rural secondary school going students were surveyed for BP, height, weight and WC. Among them 283 were boys and 268 were girls. BMI was derived using standard formula; Pearsons correlation coefficient was done to assess the degree of correlation among BP with BMI and WC. A lower range of obesity was found in rural areas in both boys and girls. WC was found to be more correlated with BP than BMI. Increase of BP was found with a higher BMI and WC. Prevalence of higher BP was found among school boys than girls in rural WB.Journal of Bangladesh Academy of Sciences, Vol. 40, No. 2, 169-178, 2016
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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 | 0.005 | 0.003 |
| 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 | 0.001 |
| 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 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".