Scalp thickness in the temporal region: its relevance to the development of cochlear implants
Why this work is in the frame
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Bibliographic record
Abstract
The thickness of the scalp in the temporal region was measured at two representative points: point 1, over the most laterally prominent part of the mastoid process: and point 2, at the horizontal level of the upper border of the orbit, vertically in line with point 1. Measurements were made directly at autopsy in four patients, then in 50 live patients by magnetic resonance imaging (MRI). The relevance of the methodology and of these measurements to cochlear implant development is discussed. As the term 'scalp' usually includes the periosteum of the skull, the authors have used the term 'scalp' to include the range from the surface of the scalp to the bone shadow as seen on MRI, and the term 'skin' where, at autopsy, the skin is lifted leaving the periosteum intact.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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