A missed Jefferson fracture in chiropractic practice
Bibliographic record
Abstract
OBJECTIVE: To review the case of a missed cervical spine fracture in a patient with neck pain. CLINICAL FEATURES: A 21-year-old thatcher with neck pain presented to a chiropractic clinic after a fall from a roof 4 m high. The hospital radiographs were read as normal. The chiropractor suspected a Jefferson fracture of the atlas after evaluation of the same radiographs. INTERVENTION AND OUTCOME: The chiropractor retook the anteroposterior open-mouth radiograph to confirm the suspected fracture. The patient was referred for further imaging and underwent neurosurgical treatment, after which he recovered well. CONCLUSION: Normal radiologic reports from a hospital cannot be relied on for contraindications to manipulative treatment in all instances, as shown in this case of a missed fracture. Chiropractors should therefore always evaluate radiographs that are brought to them.
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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 | 0.000 | 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) | 0.000 | 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".