Benign prostate obstruction in the primary care setting: A Case Report and Review
Bibliographic record
Abstract
Introduction. Benign prostatic hyperplasia is a prevalent issue among the elderly. The prevalence continues to rise every year and disrupts the patient's quality of life. It is often observed that individuals with this disease frequently exhibit lower urinary tract symptoms (LUTS) due to bladder outlet obstruction (BOO). The case was reported at Tanjung Kasuari Community Health Centre, Sorong City, West Papua, Indonesia.Case. An elderly male, 69 years old, came with complaints of highly frequent night urination (nocturia), experienced a weak urine flow, and difficulty postponing urination (urgency). The patient was treated with empirical therapy of Oral Tamsulosin 0.4mg once daily for 2 weeks and lifestyle modifications.Conclusion. Primary care physicians play an important role in early detection, predominantly in remote locations, but in complex cases when a more precise diagnosis and further management is necessary, consider referring immediately to urologists.
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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 | 0.001 | 0.000 |
| 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".