Hemophilus Parainfluenzae Pneumonia With Huge IVC Thrombosis and Pulmonary Embolism in a Young Immunocompetent Male
Bibliographic record
Abstract
Hemophilus parainfluenzae pneumonia is common in community acquired pneumonia, but Hemophilus parainfluenzae pneumonia with IVC thrombosis and pulmonary embolism is rare. The condition presents a significant diagnostic challenge. We report a 27-year-old immunocompetent male, who presented with recurrent pneumonia with Hemophilus parainfluenzae associated with deep vein thrombosis with huge inferior vena cava (IVC) thrombosis and pulmonary embolism. He was treated successfully with IVC filter placement and anticoagulant agents and the follow up angiography showed improvement of IVC thrombosis and pulmonary embolism. J Med Cases. 2012;3(2):135-139 doi: https://doi.org/10.4021/jmc511w
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| 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".