Surgical repair of a chronic traumatic injury of the right carpal joint in a juvenile hawksbill sea turtle ( <i>Eretmochelys imbricata</i> )
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
Abstract A free‐ranging juvenile hawksbill sea turtle ( Eretmochelys imbricata ) presented to the rehabilitation centre with a chronic full thickness laceration of the right carpal joint, leaving the distal part of the flipper attached by only 2 cm of soft tissue. Open luxation of the carpal joint was noted on radiographs. Surgical reconstruction was elected despite extensive transection and osteo‐articular damage. Soft tissues were debrided and sutured. A cerclage wire was used to improve bone apposition. A type II external skeletal fixator was placed to promote soft tissue healing and pseudojoint formation. The turtle adapted well to the external fixator. Osteolysis was documented on radiographs four weeks postoperatively, and lesions improved with florfenicol treatment. The fixator was removed 3.5 months after the procedure. A year postoperatively, the function of the operated limb was normal, and the turtle was released into the ocean.
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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 | 0.000 |
| 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 it