Structured Management and Counseling for Patients with a Complaint of a Small Penis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
INTRODUCTION: Penile augmentation surgery has become increasingly common though there is no consensus about the management strategy for men with a complaint of small penis. AIM: To introduce and evaluate the outcome of a structured management and counseling protocol for patients with a complaint of a small-sized penis. METHODS: A structured protocol for consultation and management of (physically normal) patients with a complaint of a small penis through a descriptive study comprised of a series of 250 patients. MAIN OUTCOME MEASURES: Percentage of patients who elect to undergo penile augmentation surgery. RESULTS: Only nine patients (3.6%) chose to seek further surgical intervention. Two had a buried penis, two had true micropenis and five had normal penile size. CONCLUSIONS: Using a structured management and counseling protocol, most men chose not to undergo penile augmentation surgery, even when offered for free.
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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 it