The SHARP Exam: A Standardized POCUS Approach to Undifferentiated Acute Right Lower Quadrant Abdominal Pain in Young Women
Bibliographic record
Abstract
Acute right lower quadrant (RLQ) pain is a common presenting complaint in emergency departments among young women. The SHARP Exam is a novel point of care ultrasound (POCUS) protocol designed to aid in the evaluation of undifferentiated, acute, right-sided, lower abdominal pain in women of child-bearing age. The SHARP Exam is both an acronym ([S]ono [H]er [A]bdomen for [R]ight-sided [P]ain) and a diagnostic tool for emergency physicians to focus on specific pathology ([S]ize of ovary, [H]ydronephrosis, [A]ppendicitis, [R]ight upper quadrant free fluid, [P]regnancy). It is an easily reproducible, cost-effective, and non-invasive study that may expedite risk stratification, diagnosis, and treatment of several emergent conditions.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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".