Donation after cardiocirculatory death in Canada
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
with neurologic determination of death; 4 Medical Management to Maximize Donor Organ Potential, held in February 2004, developed guidelines and standards that will enable Canadian health professionals to improve organ donor management and the use of organs from consenting donors. s the next step in this strategy, on Feb. 17-20, 2005, the CCDT Donation Committee convened a third Canadian forum, Donation after Cardiocirculatory Death. The focus of this forum was to initiate a national multistakeholder discussion to inform and guide health care professionals involved in developing programs for DCD. For the purposes of this forum, the concept of organ and tissue donation after death was accepted, as it is a reflection of current practice. Discussion at the forum was restricted to optimal and safe practice in the field as it pertains to DCD. The recommendations in this report promote patient-care-based principles for providing the option of donation within a sound ethical framework and provide guidance to individual programs in developing parameters for safe practice in this field.
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 | 0.000 |
| 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) | 0.002 | 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 it