PULMONARY ECHINOCOCCOSIS WITH EXTENSION TO SPLEEN AND LIVER IN A PATIENT WITH HAIRY CELL LEUKAEMIA AT THIRD RELAPSE
Bibliographic record
Abstract
uman cystic echinococcosis is a widely endemic helminthic disease transmitted by dogs in livestock raising areas.It is a widely endemic helminthic disease worldwide in which humans are infected as 'aberrant' hosts by Echinococcus granulosus and develop cysts in numerous different organs.Clinicians, radiologists and pathologists should be aware of this entity and its pulmonary manifestations.Depending on their size and anatomic location, the cysts can eventually exert pressure on adjacent structures and be associated with unspecific symptoms like chronic cough, dyspnoea, pleuritic chest pain and haemoptysis.Differential diagnoses in the lungs include primary lung carcinoma and metastatic disease; related complications include pleuritis, lung abscess and pneumothorax.This report presents the imaging findings on chest X-rays and tomography of cystic echinococcosis in the liver, lungs and spleen in a patient with hairy cell leukaemia at third relapse.Images depict the initial diagnosis and six-month follow-up.We supplement the case with a brief literature review.
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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 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".