Haematoma complicating subcutaneous fat necrosis of the newborn: a rare complication following therapeutic hypothermia
Bibliographic record
Abstract
A term, large for gestational age male newborn, was admitted to the neonatal intensive care unit with meconium aspiration syndrome and severe hypoxic-ischaemic encephalopathy. The baby was treated with therapeutic hypothermia using a total body cooling blanket. After 48 hours, the baby developed tender, indurated subcutaneous nodules consistent with subcutaneous fat necrosis (SCFN). The lesions started initially over the back but gradually spread to cover both shoulders, upper arms, chest area and both thighs. On day 19 of life, multiple small nodules on the back softened and coalesced to form one sizeable fluctuant swelling over the thoracolumbar area. Over a few hours, the swelling rapidly progressed to a large, tense mass with sloughing of the gangrenous overlying skin. This unusual complication of SCFN required surgical intervention for evacuation and debridement of the haematoma followed by graft repair of the skin defect.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| 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 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".