Tibial Osteomyelitis Caused by Carbapenem-Resistant <b><i>Enterobacter cloacae</i></b>
Bibliographic record
Abstract
A 31-year-old man presented with a symptomatic tibial non-union following an open tibia fracture sustained in India. The open fracture was persistently draining for 8 months following the initial injury. The decision was made to revise his tibia fracture to promote union. Intraoperative cultures of the non-union site during the revision procedure revealed osteomyelitis caused by carbapenemase-producing <i>Enterobacter cloacae</i> which was multi-drug resistant to all antibiotics except for tigecycline. The patient was treated successfully with a tigecycline-impregnated antibiotic spacer and intravenous tigecycline with repeat bone cultures demonstrating eradication of the infection. Eight weeks into treatment (1 year from initial injury), the patient developed new pain and swelling in the adjacent proximal fibula of the limb treated for osteomyelitis. MRI and biopsy revealed Ewing sarcoma. The patient underwent transfemoral amputation. This report describes a management protocol of carbapenemase-resistant post-traumatic osteomyelitis with no evidence of infection recurrence.
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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 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".