Initial refeeding with a soft diet was better than a clear liquid diet for length of hospital stay in mild acute pancreatitisCommentary
Bibliographic record
Abstract
E Sathiaraj Ms E Sathiaraj, Asian Institute of Gastroenterology, Hyderabad, India; esther.sathiaraj@gmail.com In patients with mild acute pancreatitis, is resumption of oral feeding with a soft diet better than a clear liquid diet for reducing length of hospital stay? ### Design: randomised controlled trial. ### Allocation: {concealed}.* ### Blinding: blinded {patients and data analysts}.* ### Follow-up period: until hospital discharge. ### Setting: Asian Institute of Gastroenterology, India. ### Patients: 101 patients (mean age 38 y, 82% men) who had mild acute pancreatitis (absence of pancreatic necrosis, abscess and pseudocyst, organ dysfunction, hypotension [systolic blood pressure 3 times the upper limit of normal …
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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 | 0.000 |
| 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".