Prescribing acyclovir before lip augmentation to avoid an outbreak of herpes simplex
Bibliographic record
Abstract
Herpes simplex virus type 1 (HSV-1) is a common infection presenting in the peri-oral area (i.e. mouth and lips), which remains dormant within the body and can break out in the form of cold sores. The objective of this discussion is to evaluate whether patients with a susceptibility to or a history of HSV-1 should be candidates for prophylactic antiviral therapy to prevent an outbreak of cold sores as an adverse reaction following any aesthetic treatments surrounding the lips. Injections, chemical peels and micro-needling to the lip area is likely to cause reactivation of the virus and therefore cause an outbreak, particularly if patients have a previous history of cold sores (HSV-1). Therefore, it is important to consider whether aesthetic practitioners should be recommending a prescription of an antiviral drug prior to lip augmentation owing of the trauma during the procedure.
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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 | 0.001 | 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 | 0.000 | 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".