Early versus Delayed Surgery for Acute Cholecystitis as an Applied Treatment Strategy When Assessed in a Population-Based Cohort
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: The aims of this study were to describe the surgical management of acute cholecystitis (AC) in a well-defined population-based patient cohort, in particular adherence to and outcome of the early open/laparoscopic cholecystectomy (EC/ELC) strategy. METHODS: The medical records of all patients residing in Stockholm County who were treated for AC during 2003 and 2008 were reviewed according to a standardized protocol. RESULTS: In 2003, 799 patients were admitted 850 times for AC, and the respective figures for 2008 were 833 and 919. The number of patients who underwent EC/ELC increased from 42.9% in 2003 to 47.4% in 2008. In multivariate regression analysis adjusting for age, gender, severity of cholecystitis, maximal CRP and maximal WBC, EC/ELC was associated with shorter operation time but higher perioperative blood loss when compared to delayed open/laparoscopic cholecystectomy (DC/DLC). The odds ratio for completing the procedure laparoscopically was significantly higher in DC/DLC when adjusting for the same covariates. There were no significant differences in peri- or postoperative complications between the groups. CONCLUSION: Strategies should be implemented in order to secure a more evidence-based approach to the surgical treatment of AC.
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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 it