A Retrospective Comparative Study of Four Different Transarterial Regimens for Treatment of Hepatocellular Carcinoma
Bibliographic record
Abstract
Background: Takayasu arteritis (TA) alternatively known as a pulseless disease and aortic arch syndrome is an inflammatory and stenotic disease of medium-and large-sized arteries. Extensive research has revealed the prevalence of TA in Asia among teenagers and adults, resulting in consistent high blood pressure. In this study, selected patients with the prevalence of TA suspected on color Doppler ultrasound study were further evaluated with 128-slice computed tomography (CT) angiography. Methods: It is a prospective study consisting of 4012 patients who were referred to Radiology Department of Chaudhary Pervaiz Ellahi Institute of Cardiology, Multan (Pakistan) (which is a hub of vascular diseases), for 1 year. All patients underwent color Doppler ultrasound study for limb ischemia, renovascular hypertension, and carotid Doppler ultrasound for stroke-like symptoms, followed by CT angiography using 128-slice CT scan and low-osmolar contrast media. Maximum intensity projection, multiplanar reconstruction, and three-dimensional reconstruction of image data were done. Results: A total of 4012 patients were studied. Among them, six patients were diagnosed with the disease (TA) with a male:female ratio of 1:5. Conclusion: CT angiography is a very useful and reliable method of diagnosing TA, assessing disease activity, and a guide to treatment and follow-up.
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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) | 0.001 | 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 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".