Revision Hip Arthroplasty in a Jehovah's Witness with Pelvic Discontinuity
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
CASE: A 68-year-old Jehovah's Witness (JW) presented with pelvic discontinuity 9 years after right total hip arthroplasty. Her pelvis was previously irradiated for cervical cancer. Meticulous hemostasis, blood conserving strategies, and a prophylactic arterial balloon catheter were used to mitigate bleeding. She underwent an uneventful revision total hip arthroplasty with excellent functional recovery and radiographic evaluation at 1 year postoperatively. CONCLUSION: Pelvic discontinuity in a JW with irradiated bone makes for a challenging revision arthroplasty with high bleeding risk. Preoperative coordination with anesthesia and blood loss mitigation strategies can lead to successful surgical outcomes in cases of high-risk surgery among JW patients.
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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 | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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