Bibliographic record
Abstract
Fibromatosis colli is a rare benign fibrosis of the sternocleidomastoid (SCM) muscle which manifests clinically as congenital muscular torticollis, or an ipsilateral head tilt with contralateral turning of the neck. Though benign, care must be taken not to miss other etiologies with similar clinical presentations, such as malignancies or abscesses. Point of care ultrasound (POCUS) offers a rapid, low-cost, and accessible option for adjunct imaging. In this case report, a 26-day-old boy presented to the pediatric emergency department for evaluation of a nontender, firm left-sided neck mass with preferential turning of his head to the right. POCUS showed a noncompressible, homogenous, well-defined mass in the left SCM without increased vascularity consistent with fibromatosis colli. The patient was discharged from the emergency department with outpatient follow-up. His follow-up course required no further imaging or testing, and the patient's symptoms resolved with physical therapy.
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 | 0.001 |
| 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".