Ensuring Early Mobilization Within an Enhanced Recovery Program for Colorectal 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
OBJECTIVE: To estimate the extent to which the addition of staff-directed facilitation of early mobilization to an Enhanced Recovery Program (ERP) impacts recovery after colorectal surgery, compared with usual care. SUMMARY BACKGROUND DATA: Early mobilization is considered an important component of ERPs but, despite guidelines recommendations, adherence remains quite low. The value of dedicating specific resources (eg, staff time) to increase early mobilization is unknown. METHODS: This randomized trial involved 99 colorectal surgery patients in an established ERP (median age 63, 57% male, 80% laparoscopic) randomized 1:1 to usual care (including preoperative education about early mobilization with postoperative daily targets) or facilitated mobilization [staff dedicated to assist transfers and walking from postoperative days (PODs) 0-3]. Primary outcome was the proportion of patients returning to preoperative functional walking capacity (6-min walk test) at 4 weeks after surgery. We also explored the association of the intervention with in-hospital mobilization, time to achieve discharge criteria, time to recover gastrointestinal function, 30-day comprehensive complication index, and patient-reported outcome measures. RESULTS: In the facilitated mobilization group, adherence to mobilization targets was greater on POD0 [OR 4.7 (95% CI 1.8-11.9)], POD1 [OR 6.5 (95% CI 2.3-18.3)], and POD2 [OR 3.7 (95% CI 1.2-11.3)]. Step count was at least 2-fold greater on POD1 [mean difference 843.3 steps (95% CI 219.5-1467.1)] and POD2 [mean difference 1099.4 steps (95% CI 282.7-1916.1)] There was no between-group difference in recovery of walking capacity at 4 weeks after surgery [OR 0.77 (95% CI 0.30-1.97)]. Other outcome measures were also not different between groups. CONCLUSIONS: In an ERP for colorectal surgery, staff-directed facilitation of early mobilization increased out-of-bed activities during hospital stay but did not improve outcomes. This study does not support the value of allocating additional resources to ensure early mobilization in ERPs. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02131844.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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