Bibliographic record
Abstract
A 14 year old Warmblood gelding was presented to Equine Clinic Burg Mggenhausen in March 1998 because of severe stiffness in the head and neck region. Based on results of clinical and radiologic examination in conjuction with digital radiograph development technique, the diagnosis was (frontal plane) fracture of the dens of the second cervical vertebra (C2). Follow-up examinations after twelve weeks and eighteen weeks of stablel rest showed little bone healing activity but the horse had improved clinically. The owners were given advise on the severity of the fracture and on the risks of early return to exercise, such as neurologic deficits, and sudden death. However, because the horse had improved clinically very rapidly, the owners decided to return the horse to exercise and increased the level of exercise more rapidly than advised. Less than one year after the initial injury the horse was competing with success. In April 1999 a final radigraphic exam revealed a healed fracture with minimal displacement of the dens and a clinically sound horse.
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) | 0.001 | 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) | 0.024 | 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".