A description of the ligament length of the index and long proximal interphalangeal joints using 3d laser scanning
Bibliographic record
Abstract
s / International Journal of Surgery 11 (2013) 589e685 679 ABSTRACTS age (p1⁄40.005). 120 patients underwent SLNB as part of their primary surgery. 31.6% (n1⁄438) had a positive SLN; these melanomas were more likely to have a high mitotic-index (>3.9 mm2) (p1⁄40.003), ulceration (p1⁄40.024), LVI (p1⁄40.001), and thicker breslows depth (p<0.001). Conclusion: These findings confirm that the biologic behaviour of malignant-melanoma can be predicted by clinic-pathological parameters and SLNB should be undertaken in melanomas exhibiting these features. 0524: A DESCRIPTION OF THE LIGAMENT LENGTH OF THE INDEX AND LONG PROXIMAL INTERPHALANGEAL JOINTS USING 3D LASER SCANNING Sandeep Sandhu , Stephanie Dreckmann , Paul Binhammer . University of Sheffield, Sheffield, South Yorkshire, UK; University of Toronto, Toronto, Ontario, Canada; 3 Sunnybrook Health Sciences Centre, Toronto, Ontario,
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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) | 0.000 | 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".