Vernix Caseosa–like Hyperkeratotic Plaques in a French Canadian Infant
Bibliographic record
Abstract
A male infant was born at 34 weeks’ gestation with generalized hyperkeratotic plaques on the limbs along with extensive areas of vernix caseosa–like changes on the head and trunk. ### Prenatal and Birth Histories ### Presentation (Day of Birth) At birth, striking skin changes were noted in the form of generalized edematous spongy hyperkeratotic plaques on the limbs along with extensive areas of vernix caseosa–like changes on the head and trunk (Fig 1). The amniotic fluid appeared thickened because of the presence of skin debris. The infant did not have any respiratory distress. The infant was placed in an incubator with 60% to 70% humidity. Figure 1. Generalized verrucous hyperkeratosis and vernix caseosa–like changes. ### Physical Examination (Day of Birth) ### Laboratory Studies
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".