The Imaging Features of Nontuberculous Mycobacterial Immune Reconstitution Syndrome
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: The purpose was to characterize the spectrum of imaging findings of nontuberculous mycobacterial immune reconstitution syndrome in patients infected with the human immunodeficiency virus. METHODS: A retrospective review of 33 human immunodeficiency virus-infected patients with nontuberculous mycobacterial immune reconstitution syndrome was performed. Radiography, ultrasound, and computed tomography (CT) imaging was reviewed. RESULTS: Intrathoracic and intra-abdominal abnormalities were identified in 16 and 14 patients, respectively. Lymphadenopathy was detected on chest radiographs in 11 patients and on CT in 13. Focal consolidation (n = 8) and centrilobular nodularity (n = 8) were common CT findings. Lymphadenopathy was the predominant abdominal finding (n = 10). Splenomegaly (n = 9), ascites (n = 7), and multiple hypoattenuating splenic lesions (n = 6) were additional findings. Peripheral lymph node masses were detected in 7 patients. CONCLUSIONS: The most common manifestation of nontuberculous mycobacterial immune reconstitution syndrome is lymphadenopathy. Other common findings are pulmonary consolidation and centrilobular nodularity, ascites, splenomegaly, multiple hypoattenuating splenic lesions, and peripheral lymphadenopathy.
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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) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it