Bibliographic record
Abstract
The symposium, co-sponsored by The Geriatric Society of America and Pfizer, is held in memory of Jack T Watters, Vice President of External Medical Affairs at Pfizer Inc. who died in 2015 at the young age of 63. His service to patients was evident in the various leadership roles he held around the globe over his 21 years at Pfizer. He was the draftsman of The Diflucan Partnership, which continues to bring an important Pfizer medicine to millions of patients afflicted with infectious disease, including HIV/AIDS. He spearheaded Pfizer�s approach to healthy aging, establishing a center of excellence, serving on the board of organizations focused on this field, as well as being a tireless spokesperson on the topic in numerous international forums. He was an activist fostering positive change to enhance the lives of millions within the health arena and within areas of social justice, including LGBTQI rights. Jack was a lover of numerous art forms ranging from the sublime, theater, opera, and ballet to the bawdy tradition of English panto. He was born in Scotland, and never lost the cultural gift of storytelling, one of the oldest art forms, aimed at stimulating the imagination while building a sense of community. In tribute to Jack, Dr Jane Barratt, Secretary General of the International Federation of Ageing, and four renowned leaders in the field of ageing will use storytelling to provide a cross-cultural perspective on Caring. The session will address caring in the context of gender, the LGBTQI community, conflict zones, low economy country perspectives and psychological factors.
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 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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.008 | 0.017 |
| Insufficient payload (model declined to judge) | 0.062 | 0.022 |
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".