Glaucoma Awareness and Knowledge among Jordanian People
Bibliographic record
Abstract
Glaucoma, a preventable condition, is the second leading reason behind blindness globally. The asymptomatic type of glaucoma is the most prevalent type, which explains the late presentation and diagnosis. The objective of the study has been developed to assess the levels of awareness about glaucoma among Jordanian people. This is a national study comprising of 511 subjects, aged 20 years and above. The participants were asked to fill the survey forms after signing the consent to the study. The results of the study revealed that 147 individuals (28.77%) were completely unaware of glaucoma, and 249 individuals (48.73%) had low level of knowledge about glaucoma. 77.5% of the subjects were either unaware or partial level of knowledge about the condition; however, they displayed an acceptable level of awareness. The outcomes among Jordanian people explained the delayed diagnosis of this blinding disease in the country. There is a need of proper educational strategies to educate Jordanian people about glaucoma.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".