Bibliographic record
Abstract
The 31-member faculty for the Symposium included leaders of the major transplant centers in the United States, France, Japan, Spain, and Taiwan. Attendees included visitors from Japan, New Zealand, Australia, Singapore, France, the United Kingdom, Israel, Mexico, Columbia, Cyprus, Switzerland, India, Sweden, Italy, Taiwan, Kuwait, Saudi Arabia, the United Arab Emirates, Greece, Canada, Chile, Korea, and the United States. The program was divided into 7 sessions: (I) umbilical cord blood transplantation (UCBT) in adults—current results and future directions; (II) infectious disease complications and immune reconstitution after UCBT; (III) approaches to augment the efficacy of UCBT; (IV) collection, processing, banking, thawing, and administration of umbilical cord blood (UCB) units—quality issues; (V) transplantation in children/genetic disorders; (VI) multipotent stem cells and regenerative medicine; and (VII) accreditation issues and the report from the Institute of Medicine. The following comments emphasize significant aspects of selected presentations. Further details are provided in the abstracts that follow.
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.
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".