Blastomycosis with rapid-onset acute respiratory distress syndrome in an urban setting
Bibliographic record
Abstract
While blastomycosis is endemic to eastern USA and northwestern Ontario, acquisition is an anomaly in urban settings. We present a 54-year-old immunocompetent man from the greater Toronto area with no travel, who presented with a 3-week history of chest pain and dyspnoea. Initial radiographic workup revealed a mass-like opacification in the right apical mediastinum. Extensive investigations including bronchoscopy with bronchoalveolar lavage, mediastinal mass biopsy with fungal and mycobacterial cultures and multiple stains, and CT were unrevealing. The patient progressed to respiratory failure over 4 months. Ultimately, sputum and bone marrow cultures confirmed a diagnosis of disseminated blastomycosis. The patient required prolonged extracorporeal membrane oxygenation and ongoing ventilation postdecannulation. Our case highlights diagnostic challenges with blastomycosis, particularly in immunocompetent individuals with no travel to recreational areas, and emphasises the importance of maintaining a high index of suspicion and sending fungal cultures of appropriate specimens and/or cytopathology in clinically compatible cases.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".