Are You Here? Making Space for Family in Emerging Adults’ Experience of Cancer
Bibliographic record
Abstract
Emerging adulthood (encompassing ages 18 to 29) is a period of life scaffolded by societal and developmental expectations of independence. Being confronted by a diagnosis of cancer launches emerging adults into new ways of being, sometimes at odds with these expectations. In this paper, I explore how cancer may be experienced as an interruption to an emerging adult’s lift script, and the expectations of childhood versus youth through an interpretation of Thomas Cole’s Voyage of Life painting series. I explore how cultural and traditional beliefs about one’s youth invoke an articulation of time “as passing” or progressing that a diagnosis of cancer puts into question. Subsequently, I consider how emerging adulthood requires being in a liminal space of self-understanding that is complicated by cancer. To conclude, I discuss Paul Ricoeur’s ideas about narrative identity and self to consider how we may support emerging adults’ capacity for imagination of meaningful familial relationships.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.012 |
| Scholarly communication | 0.004 | 0.007 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| 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".