Bibliographic record
Abstract
Blastomycosis is an endemic mycosis that occurs predominantly in North America in the north central United States and provinces of Canada, southern states, and those midwestern states that border the Mississippi River basin. It causes acute and chronic pneumonias and disseminated infection with cutaneous lesions as the major extrapulmonary manifestation. However, the vast majority of infected persons are asymptomatic or have mild respiratory symptoms that are not diagnosed as being caused by a fungal infection. Rarely, patients develop severe pulmonary infection that progresses to acute respiratory distress syndrome (ARDS), which has a high mortality rate. A urinary antigen test is now available to aid in diagnosis, but it is not specific and is positive in patients who have histoplasmosis as well as blastomycosis. Antibody assays remain nonspecific and insensitive, and the confirmatory diagnostic test is still growth of the organism in culture. Updated guidelines from the Infectious Diseases Society of America are available to aid clinicians in the management of the various forms of blastomycosis.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| 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".