Comparison of Spinal vs General Anesthesia via Laryngeal Mask Airway in Inguinal Hernia Repair
Why this work is in the frame
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Bibliographic record
Abstract
HYPOTHESIS: The use of laryngeal mask airway and propofol in inguinal hernia repair results in shorter operative and recovery room times. DESIGN: Randomized control trial. SETTING: University hospital. PATIENTS: From May 2000 to March 2002, a convenience sample of 79 patients was invited to participate; 34 entered the study. Fifteen patients were randomized to subarachnoid block, and 18 patients were randomized to laryngeal mask airway. No patients withdrew from the study because of adverse effects. All study subjects were followed up for 6 months. INTERVENTION: General anesthesia via laryngeal mask airway or lidocaine subarachnoid block anesthesia for inguinal hernia repair. MAIN OUTCOME MEASURES: Operative and recovery room times; surgeon evaluation of the adequacy of the anesthetic technique; 36-Item Short-Form Health Survey scores before and after operation. RESULTS: Total time from entry into the operating room to discharge home was slightly longer in the subarachnoid block group (285 vs 262 minutes; 95% confidence interval, 251-317 minutes) but this difference was not statistically or clinically significant. Patient satisfaction was high with both techniques; patient-reported outcomes were the same. Surgeons rated muscle relaxation and exposure better with the subarachnoid block. CONCLUSIONS: We found no differences between short-acting spinal anesthesia and general anesthesia via laryngeal mask airway with intravenous propofol in efficiency or in early or late outcomes after elective inguinal hernia repair. Surgeon and patient preferences appear to be the most important reasons for selecting an anesthetic technique for individual patients undergoing inguinal hernia repair.
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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 | 0.000 | 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 it