Policies on Donation After Cardiac Death at Children's Hospitals
Bibliographic record
Abstract
CONTEXT: Although authoritative bodies have promulgated guidelines for donation after cardiac death (DCD) and the Joint Commission requires hospitals to address DCD, little is known about actual hospital policies. OBJECTIVE: To characterize DCD policies in children's hospitals and evaluate variation among policies. DESIGN, SETTING, AND PARTICIPANTS: Mixed-methods analysis of policies collected between November 2007 and January 2008 from hospitals in the United States, Puerto Rico, and Canada in 2 membership categories of the National Association of Children's Hospitals and Related Institutions. MAIN OUTCOME MEASURES: Status of DCD policy development and content of the policies based on coding categories developed in part from authoritative statements. RESULTS: One hundred five of 124 eligible hospitals responded, a response rate of 85%. Seventy-six institutions (72%; 95% confidence interval [CI], 64%-82%) had DCD policies, 20 (19%; 95% CI, 12%-28%) were developing policies; and 7 (7%; 95% CI, 3%-14%) neither had nor were developing policies. We received and analyzed 73 unique, approved policies. Sixty-one policies (84%; 95% CI, 73%-91%) specify criteria or tests for declaring death. Four policies require total waiting periods prior to organ recovery at variance with professional guidelines: 1 less than 2 minutes and 3 longer than 5 minutes. Sixty-four policies (88%; 95% CI, 78%-94%) preclude transplant personnel from declaring death and 37 (51%; 95% CI, 39%-63%) prohibit them from involvement in premortem management. While 65 policies (89%; 95% CI, 80%-95%) indicate the importance of palliative care, only 5 (7%; 95% CI, 2%-15%) recommend or require palliative care consultation. Of 68 policies that indicate where withdrawal of life-sustaining treatment can or should take place, 37 policies (54%; 95% CI, 42%-67%) require it to occur in the operating room and 3 policies (4%; 95% CI, 1%-12%) require it to occur in the intensive care unit. CONCLUSIONS: Most children's hospitals have developed or are developing DCD policies. There is, however, considerable variation among policies.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.021 | 0.131 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".