Once Upon a Rhinoplasty: The History of the “Queen” of Facial Plastic Surgery
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The history of rhinoplasty is absolutely fascinating. It is replete with mysterious practices, intrigue, and imaginative thoughts. If necessity is the mother of invention, then sex, crimes, and punishment lay a legitimate claim to being the mother of rhinoplasty. The history of rhinoplasty is a global saga spanning the millennia. Practitioners of the art and science have included those demonstrating the most admirable traits espoused in the Hippocratic Oath, as well as those to whom the word "charlatan" might more aptly be applied. The truth of a story is illustrated in its telling, and we have attempted to be true historians. We recognize that observers and narrators, now well past (sic), have determined many of today's truths, and therefore their stories become our truths whether they were so or not. We have attempted to reference many who have contributed to the advance of this amazing surgical procedure, recognizing that we may have included some who have demonstrated marginal merit to be so. Assuredly, we have also unintentionally omitted some whom we should have included. From them we ask forbearance. Let the story begin, "Once upon a time…".
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.
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 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.001 | 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 it