Proactive vs Reactive Treatment of Hypotension During Surgery
Bibliographic record
Abstract
Importance: Intraoperative hypotension is associated with adverse postoperative outcomes, but whether a proactive strategy to prevent intraoperative hypotension improves outcomes is uncertain. Objective: To determine whether intraoperative blood pressure management stratified by risk of hypotension reduces postoperative functional disability compared with usual care in adults undergoing noncardiac surgery. Design, Setting, and Participants: In this randomized clinical trial, adults undergoing elective noncardiac surgery at 2 tertiary hospitals in the Netherlands were enrolled from June 17, 2021, to February 7, 2024. The date of last follow-up was October 24, 2024. Intervention: Patients were randomized 1:1 to proactive blood pressure management with mean arterial pressure targets based on risk of intraoperative hypotension (low risk, ≥70 mm Hg; intermediate risk, ≥80; high risk, ≥90) or usual management at their anesthesiologist's discretion, generally aiming to avoid a mean arterial pressure of less than 65 mm Hg without higher predefined targets. Main Outcomes and Measures: The primary outcome was functional disability at 6 months, assessed with the 12-item World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0; scale range, 0-100; higher scores indicate more disability). A minimally clinically important difference of 5 points was prespecified. There were 23 secondary outcomes, including quality of life, complications, and mortality within 6 months. Results: The trial was stopped early for futility after 3247 of 5000 planned patients (median age, 59 years [IQR, 44-69]; 1738 female [53.5%]) were enrolled. A total of 677 patients (21%) were low risk; 1814 (56%), intermediate risk, and 756 (23%), high risk. Baseline median WHODAS scores were 12.5 [IQR, 4.2-29.2] in proactive group and 14.6 [IQR, 4.2-29.2] in standard group). At 6 months, mean (SD) WHODAS scores were 17.7 (20.1) in the proactive group and 18.2 (20.5) in the standard group (mean difference, -0.5; 95% credible interval, -1.9 to 0.9). There were no significant differences in any of the 23 secondary outcomes. Conclusions and Relevance: Intraoperative blood pressure management with mean arterial pressure goals stratified by risk of hypotension did not improve functional disability at 6 months postoperatively compared with standard intraoperative blood pressure management. Trial Registration: Overview of Medical Research in the Netherlands (CCMO): NL-OMON55117.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 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".