Development, Feasibility, Validity, and Reliability of a Scale for Objective Assessment of Operative Performance in Laparoscopic Gastric Bypass Surgery
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: There is no objective scale for assessment of operative skill in laparoscopic gastric bypass (LGBP). The objective of this study was to develop and demonstrate feasibility of use, validity, and reliability of a Bariatric Objective Structured Assessment of Technical Skill (BOSATS) scale. STUDY DESIGN: The BOSATS scale was developed using a hierarchical task analysis (HTA), a Delphi questionnaire, and a panel of international experts in bariatric surgery. The feasibility of use, reliability, and validity of the developed scale were demonstrated by reviewing 52 prospectively collected video recordings of LGBP performed by novice and experienced surgeons. RESULTS: A total of 214 discrete steps were identified in HTA. A total of 12 and 17 panel members completed the first and second round of the Delphi questionnaire, respectively. Consensus among the panel was achieved after the second round (Cronbach's alpha = 0.85). The BOSATS scale demonstrated high inter-rater (intraclass correlation coefficient [ICC] = 0.954; p < 0.001) and test-retest reliability (ICC = 0.99; p < 0.001). Significant differences between BOSATS scores of experienced and novice surgeon groups were noted for the creation of jejunojejunostomy (JJ), gastric pouch, linear stapled gastrojejunostomy (GJ), circular stapled GJ, and hand-sewn GJ. Moderate to high correlations between BOSATS scale and Objective Structured Assessment of Technical Skills Global Rating Scale (OSATS GRS) were seen for JJ (rho = 0.59; p = 0.001), gastric pouch (rho = 0.48; p = 0.0004), linear stapled GJ (rho = 0.70; p = 0.0001), and hand-sewn GJ (rho = 0.96; p < 0.0001). CONCLUSIONS: The BOSATS scale is a feasible to use, reliable, and valid instrument for objective assessment of operative performance in LGBP. Implementation of this scale is expected to facilitate deliberate practice and provide a means for future certification in bariatric surgery.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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 it