Case series – Urethra diaries
Bibliographic record
Abstract
Case series -Urethra diariesNot every bulge is pelvic organ prolapse CASE REPORT 1 A 38-year-old woman presented to the emergency department with sudden-onset voiding dysfunction, vaginal pain, and a new protruding vaginal mass following a sneezing episode.Her presenting creatinine was normal at 79 and glomerular filtration rate (gFr) was 82.she has a past medical history of mild stress urinary incontinence, non-specified anxiety, and depression disorders on escitalopram daily, and has had two uncomplicated vaginal deliveries.Urogynecology was consulted for an irreducible vaginal prolapse, as multiple attempts to reduce the bulge were unsuccessful.on examination, a purple mass was noted at the 6-o'clock position beneath the urethral meatus (Figure 1A).this appeared to be most in keeping with a thrombosed lesion.the patient was in significant pain. Diagnostic processtwo urogynecology staff examined the patient in the clinic.A Foley catheter was inserted, and urine sent for culture.local anesthetic jelly was applied, and with patient consent, the mass was drained of clots and serosanguinous fluid via a small scalpel incision.monsel's solution was applied for hemostasis.the patient experienced immediate relief.the fluid was sent for culture and cytology.she was started empirically on amoxicillin-clavulanic acid 875/125 mg, as she reported lower urinary tract symptoms prior to cyst prolapse.A kidney and bladder ultrasound (Us) was ordered that day.one month later, the patient underwent a cystoscopy with urology.A large left ureterocele was noted to be wide open with left distal ureter dilatation.It did not require surgical resection.there were no concerns for vesico-vaginal fistula.the patient had a complete resolution of symptoms.she will have outpatient followup in six months with urology.
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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 | 0.000 | 0.001 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".