Fast Track Pathway to Accelerated Cholecystectomy Versus Standard of Care for Acute Cholecystitis (FAST) pilot trial
Bibliographic record
Abstract
BACKGROUND: Timing to surgery for acute cholecystitis remains variable, ranging from early (< 7 d) to delayed surgery (> 7 d). Accelerated surgery may result in better outcomes owing to reduced exposure to hypercoagulable and inflammatory states. We sought to determine the feasibility of a trial comparing accelerated surgery with standard care among patients with calculous acute cholecystitis. METHODS: We conducted a multicentre pilot randomized controlled trial. We randomly assigned adult patients with acute cholecystitis to receive accelerated surgery (i.e., goal of surgery within 6 hours of diagnosis) or standard care. The primary feasibility outcome included recruitment of 60 patients, randomly assigning the equivalent of 1 patient per site per month, and 95% follow-up at 90 days. RESULTS: = 29) from December 2019 to December 2021, with 2 recruitment pauses due to the COVID-19 pandemic. The median time from diagnosis to surgery was 5.8 (interquartile range [IQR] 4.4-11.1) hours in the accelerated care arm and 20.3 (IQR 6.8-26.8) hours in the standard care arm. Across 4 sites, 4.6 patients per month were randomly assigned. All patients completed the 90-day follow up. CONCLUSION: In our pilot trial, we found that accelerated cholecystectomy was achievable. These results show the feasibility of a trial comparing accelerated and standard care among patients requiring surgery for acute cholecystitis and support a definitive trial. TRIAL REGISTRATION: ClinicalTrials.gov, no. NCT04033822.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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".