Delayed Hemorrhage Following Laser Frenotomy Leading to Hypovolemic Shock
Bibliographic record
Abstract
Ankyloglossia is a failure of the tongue to release from the oral floor with reported consequences that include breastfeeding difficulties and speech impediments. Frenotomy is a commonly performed procedure for the treatment of ankyloglossia. Laser (light amplification by stimulated emission of radiation) is one of several mediums used to perform frenotomies. Although most frenotomies are uncomplicated, there remains a small possibility of complication, such as infection, pain, ductal injury, and hemorrhage, even in expert hands. Because frenotomies are most often performed in infants, postoperative hemorrhage is an important complication to look for as even small amount of bleed may prove fatal, due to low blood volume reserve. We report a case of delayed hemorrhage after laser frenotomy in a 6-week old infant displaying shock symptoms and required fluid resuscitation.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.002 | 0.002 |
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; both teacher heads agree on what is shown here.
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".