Pulmonary Metastatic Calcification in a Leukemic Patient
Bibliographic record
Abstract
Acute lymphoblastic leukemia (ALL) is the most common type of leukemia in children and accounts for 80% to 85% of cases. Hypercalcemia-associated pulmonary calcification has been observed in ALL, but overall it is a rare condition. Hereby, we wanted to report a case of pulmonary metastatic calcification in a 4-year-old girl with diagnosis of ALL in our center, who died 1 year after diagnosis of leukemia. Pulmonary infiltrates were seen 2 months after diagnosis of leukemia, which was proved to be the flecks of calcium in alveolar spaces after open-lung biopsy performed 4 months after diagnosis of ALL, but elevated serum calcium was detected late in the course of the disease (7 mo after lung biopsy), this late occurrence of hypercalcemia is not reported yet.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.002 |
| 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".