A Child with Ulcerative Lesions and Whitish Plaques on the Tongue
Bibliographic record
Abstract
A previously healthy 6-year-old boy sustained a scratch over his right eye while playing outdoors. The next day, he complained of a right-sided earache and soreness of his tongue. By the following day, he had generalized pruritis and was prescribed prednisone. By day 3 of the illness, the patient was refusing solids and liquids. A rash developed on his face, and ulcers of his tongue became apparent. He was admitted to the hospital for diagnosis and rehydration. Physical examination revealed a nontoxic child in moderate distress with a temperature of 37°C, a heart rate of 91 beats/min, a respiratory rate of 28 breaths/min, and blood pressure of 128/85 mmHg. Purulent drainage was noted from the patient's right ear, and his tongue was coated in thick white material (Figure 1). A vescicular, erythematous rash extended from his right ear, across his cheek, to the right side of his mouth (Figure 2). The remainder of the physical examination findings were normal. The patient's vaccinations were fully up to date and included receipt of a varicella vaccination at 12 months of age. A diagnostic test was performed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".