Bibliographic record
Abstract
BACKGROUND: The enteric reconstruction procedure of pancreatic stump after pancreaticoduodenectomy remains to be the critical factor influencing the mortality and morbidity. No widely accepted surgical procedure for the pancreaticojejunostomy has been erected yet. We have developed a new technique of pancreaticojejunostomy named "shark mouth pancreaticojejunostomy." The aim of this study is to assess the efficacy of "shark mouth pancreaticojejunostomy." METHODS: This is a prospective single-arm observational study to evaluate the clinical efficacy of "shark mouth pancreaticojejunostomy." Patients with diseases, in whom a pancreaticoduodenectomy is indicated, would be recruited from Peking University Third Hospital. The hypothesis to be tested is that a "shark mouth pancreaticojejunostomy" will reduce fistula rate from around 20% to less than 10%. A sample size of 120 patients will be needed. The primary endpoint is the incidence rate of postoperative pancreatic fistula (POPF). The secondary endpoints of the study are anastomosis time, postoperative hospital stay, and morbidities besides the POPF such as the hemorrhage. Enrolled patients will undergo pancreaticoduodenectomy and be followed up for 3 months. The relevant data will be monitored and recorded. CONCLUSIONS: The current trial will explore the therapeutic value of the newly raised pancreaticojejunostomy procedure as the "shark mouth pancreaticojejunostomy." Its theoretical base and pragmatic feature will promise high external validity. TRIAL REGISTRATION: Clinical Trials.gov: NCT03366038; https://www.clinicaltrials.gov.
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 | 0.002 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.026 | 0.002 |
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; both teacher heads agree on what is shown here.
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".