Bibliographic record
Abstract
Blastomycosis is a rare but important fungal infection diagnosed primarily in the south central and midwestern United States but also in the American and Canadian borders of the Great Lakes. Epidemics of infection related to point-source exposure include patients of all ages and both sexes, but endemic cases are usually in young to middle-aged adults, with more men than women reported. Pneumonia is the most common manifestation and the lung is almost always the organ initially infected. The lung manifestations range from illness that mimics acute bacterial pneumonia to chronic, destructive lung disease appearing like tuberculosis or lung cancer. Extrapulmonary disease can occur with or without concomitant lung disease. In descending order, cutaneous, osseous, prostatic, and central nervous system involvements are the most frequent manifestations of extrapulmonary blastomycosis. Amphotericin B is curative, but, because of toxicity, oral azole agents have replaced amphotericin B as therapy for less than overwhelming blastomycosis. Itraconazole is now considered to be the agent of choice with fluconazole, voriconazole, and posaconazole having a role in selected patients. In a patient with life-threatening or central nervous system blastomycosis amphotericin B should be given, at least initially.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".