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Record W7103503712

Grateful Patient Initiates âWoz Challengeâ to Raise Funds for Pancreatic Cancer Research

2015· article· W7103503712 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Medicine Forum · 2015
Typearticle
Language
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsnot available
Fundersnot available
KeywordsGratitudePancreatic cancerQuarter (Canadian coin)Center of excellenceCancerFace (sociological concept)
DOInot available

Abstract

fetched live from OpenAlex

John “Woz” Wozniak has been a regular visitor to Jefferson’s Center City campus for more than a quarter century. Through his career as a mechanical contractor, the Philadelphia native has helped design, build and maintain the hospital’s facilities and mechanical systems. Last year, he transitioned from vendor to patient when, as an otherwise healthy 55-year-old, he was diagnosed with Stage III pancreatic cancer.\nWozniak was among the 15 percent of pancreatic cancer patients who are candidates for the Mini-Whipple procedure, which he underwent at Jefferson on October 13, 2014. In recovery, Wozniak’s first thought was to ask his surgeon, Charles J. Yeo, MD, FACS, the Samuel D. Gross Professor and Chair of Surgery and Co-Director of the Jefferson Pancreas, Biliary and Related Cancer Center, what he could do to show his gratitude to Jefferson. Dr. Yeo joked, “Give me a million dollars” before explaining the dire lack of funding for pancreatic cancer research.\nThat jovial suggestion led to the “Woz Challenge” – a grassroots, patientdriven campaign. As soon as he was back on his feet, Wozniak reached out to his circle of family, friends, colleagues and fellow alumni of La Salle College High School, where his 16-year-old son currently studies. His loved ones rallied around him, helping produce a video about his experiences and spread the word about the need for more funding.\nSince kicking off the Woz Challenge, Wozniak has helped raise $46,100 – and counting – for the cause. And he has no plans to stop anytime soon. He says he remains grateful for the gift of life and for the support and prayers he’s received over the past year.\nWhen he isn’t receiving follow-up care, he devotes each day to going to church, exercising to stay fit, and spending as much time as he can with his son, mother and other family and friends. He’s also committed to being an outgoing – and outspoken – advocate for pancreatic cancer research: “Every time I go somewhere, I talk about this and send people the video,” he says. “I never thought I would do something like this, but I think this is my calling.”\nTo contribute to the Woz Challenge in support of pancreatic cancer research, please visit advancement.jefferson.edu/Wozniak or contact Lara GoldStein in the Office of Institutional Advancement at 215-955-8797 or lara.goldstein@jefferson.edu.

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 imitation

Not 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.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.391
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.305
GPT teacher head0.490
Teacher spread0.185 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it