Management of Nutrition in Gastric Emptying Preparation Before Medical Procedures
Bibliographic record
Abstract
Patient preparation before medical procedures, for example in elective surgery, abdominal ultrasonograhy (USG), endoscopy, intubation, etc., is by emptying the stomach. Attempt in emptying stomach is by fasting since the night before medical procedure with the intention to decrease the risk of aspiration. Management of nutrition guidelines in preparation of medical procedures currently refers to pre- surgery fasting which is recommended by American Society of Anaesthesiologist (ASA) and the Canadian Anaesthetists Society (CAS). In Indonesia, pre-surgery fasting guideline is suggested by Indonesia Society of Anesthesiology and Intensive Care. However, in various unit of service, fasting the patient since the night before is still performed. Development of nutrition management in medical procedures has experienced many changes, such as surgery which is aimed to restore organ normal function and to accelerate the healing of patients. Various studies on nutrition are developed in conjunction with the programs development to optimize pre-surgery preparation. Keywords: nutrition management, pre-surgery nutrition, aspiration
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 | 0.001 | 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".