An unusual case of pericardial effusion
Bibliographic record
Abstract
We report a case of a 13-year-old male with trisomy 21 in Southwestern Ontario, Canada, who presented with bilateral pneumonia, pericardial effusion, and peripheral oedema. The pericardial effusion did not respond to standard treatment options. Evaluation revealed severe dietary restriction, consistent with kwashiorkor. Hospital course was complicated by severe hypoalbuminaemia, hypocalcaemia, hypomagnesaemia, and hypophosphataemia. The pericardial effusion and other findings resolved gradually upon slow introduction of a well-balanced diet and adequate caloric and protein intake. Kwashiorkor is an unusual cause of pericardial effusion and can be overlooked especially in developed countries. It is a type of protein-calorie malnutrition often seen in children of impoverished countries and famine. It is a result of insufficient protein intake in the context of adequate caloric intake. Pericardial effusion not responding to usual treatment is a challenge, and other aetiologies must be considered. Malnutrition is often underdiagnosed or misdiagnosed in developed countries with devastating outcomes if unrecognised. This makes it imperative to consider this diagnosis, recognise potential risk factors, and be prepared to accurately assess overall nutritional status.
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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) | 0.001 | 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".