A cross sectional study to assess the knowledge, attitude and risk of Parkinson Disease among older adults
Bibliographic record
Abstract
Parkinson`s Disease, a progressive nervous system disorder, involves the deterioration of nerve cells in the brain, leading to symptoms like movement difficulties, tremors, stiffness, and impaired balance. Beyond motor symptoms, non-motor complications such as neurobehavioral issues, autonomic dysfunction, sensory problems, depression, anxiety, rapid eye movement, sleep behavior disorder and dementia are also significant aspects of the disease. Aim: The study aims to assess the knowledge, attitude and risk of Parkinson Disease among older adults. Methods: Non experimental research design and Purposive Sampling technique were used. Structured knowledge questionnaire and dichotomy scale for assessing attitude and risk assessment using Montreal Cognitive assessment Scale. Results: The participants were grouped into 50-55 years is (33%),55 -60 years (30%),60-65 years (24%),65-75 years (35%). Age group of 50-55 yrs has good knowledge on Parkinson disease.The age group of 50-55 years has good attitude 34.9%. 55-60 years has fair attitude 41%. Male has good attitude 50.4% than females. Male has good knowledge 53.3% than females. The mean score for risk is >4 , were participants those at risk is 25% in all age groups. Among the age group assessed by using Montreal Cognitive Assessment Scale 50-55 years is 31.3 % and male is 56.3% which shows high risk for developing Parkinson Disease. Conclusion: The study concluded that tremors were found to be risk factor among the participants assessed.
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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 | 0.014 | 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 | 0.002 | 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 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".