Prevention of radial artery graft spasm: a survey of Canadian surgical centres.
Bibliographic record
Abstract
BACKGROUND: The radial artery (RA) is used as an alternative conduit to the traditional saphenous vein bypass graft in some cardiac surgery centres. Despite limited clinical trial data, many centres appear to be using routine drug therapy to prevent spasm of the RA graft in the immediate and late postoperative period. OBJECTIVES: To determine the proportion of patients in Canadian cardiac surgery centres having RA bypass grafts and the percentage of patients routinely receiving drug therapy to prevent spasm of these grafts. METHODS: A questionnaire was sent to all cardiac surgery centres in Canada requesting data for the year 2000 on the total number of bypass surgery operations and the number of patients having RA bypass grafts. Information on approaches taken toward prophylaxis against spasm of RA grafts was also requested. RESULTS: The use of RA grafts ranged between 1% and 50%. Twenty-five of 27 centres used antispasm prophylaxis with calcium channel blockers with or without long acting nitrates both in the intensive care unit and on the surgical ward. Calcium channel blockers were prescribed routinely in all 25 centres with 12 centres also using long acting nitrates. Only two centres routinely continued nitrates on the ward. The duration of antispasm therapy varied from several weeks up to six months. CONCLUSIONS: Prophylaxis against spasm of RA grafts is practised in over 95% of Canadian surgical centres despite limited clinical outcome data to support this practice.
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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 | 0.001 | 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".