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Record W2125242066 · doi:10.1200/jco.2012.43.5891

Cancer Survivorship: Why Labels Matter

2012· article· en· W2125242066 on OpenAlexaff
Kirsten Bell, Svetlana Ristovski‐Slijepcevic

Bibliographic record

VenueJournal of Clinical Oncology · 2012
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCancerCancer survivorshipSurvivorship curveMedicineDiseaseMeaning (existential)ConfusionGerontologyPsychotherapistPsychologyPathologyPsychoanalysisInternal medicine

Abstract

fetched live from OpenAlex

Until relatively recently, the prevailing view was that a diagnosis of cancer was effectively a death sentence. However, the last 30 years have witnessed the transformation of cancer from a largely fatal disease to one in which a majority of those diagnosed receive treatments that result in long-term disease-free survivorship. This improvement in survival rates has been accompanied by a shift from talk of cancer victims to cancer survivors. The concept of cancer survivorship has been widely debated over the past few decades. In biomedical usage, the term survivor has a distinct clinical meaning, referring to individuals who have had a life-threatening disease but have remained disease free for a minimum of 5 years. However, in recent years, a variety of other definitions have been outlined. Proposed definitions differ primarily around the scope of populations covered; some refer only to those diagnosed with cancer, whereas others extend to family, friends, and caregivers. Complicating the picture is the distinction drawn between the terms cancer survivor and cancer survivorship. Although the former is used to encapsulate individuals throughout the cancer trajectory, the latter refers to a distinct phase in the cancer trajectory between primary treatment and cancer recurrence or end of life. Although each definition is an attempt to fully describe those who have been affected by cancer, their differences have contributed to ongoing confusion about who should be called a cancer survivor. Referring to the lack of consensus on how the cancer survivor is defined, Khan et al ask, “Does it really matter—is this debate trivial?” Continuing this discussion, we expand on the context in which the concept of the cancer survivor has developed, arguing that beneath what might seem like a trivial definitional debate lurks a more complicated concept structured by larger historical, social, cultural, and political forces. Most historical overviews of the concept of the cancer survivor generally attribute the first usage of the term to Fitzhugh Mullan, who argued against the dominant view that there are two different paths for people diagnosed with cancer: a path for those who are cured, and a separate path for those who are not. In his view, there was one path for people diagnosed with cancer: that of survival, dominated by dealing with the physical and psychological effects of diagnosis and treatment. He divided survival into three distinct seasons: acute survival, the period after diagnosis, when energies are focused on surviving treatment itself; extended survival, the period after completion of treatment, when the survivor’s energies are focused on dealing with the physical and psychological consequences of treatment; and permanent survival, the period when recurrence seems increasingly unlikely, although the survivor is continuing to deal with the long-term effects of treatment. Mullan’s dual status as a cancer survivor and a physician likely played no small role in the legitimacy accorded to the concept and the momentum his commentary generated for the nascent cancer survivor movement. The concept of the cancer survivor soon captured the imagination of those affected by and working in the field of cancer by drawing attention to the ongoing issues people with a history of cancer face after they have been successfully treated, many of which stem from the iatrogenic consequences of treatment itself. It also articulated the reality that people with a history of cancer do not just rejoin the land of the well when they are deemed cancer free. Rather, they live in the ambiguous space between the well and sick. In 1986, Mullan, along with representatives from 20 organizations, founded the National Coalition for Cancer Survivorship, a survivor-led advocacy organization seeking to change the focus from cancer victim to survivor. The National Coalition for Cancer Survivorship argued that “from the time of its discovery and for the balance of life, an individual diagnosed with cancer is a survivor.” Founded in 1996, the Office of Cancer Survivorship of the National Cancer Institute has retained the spirit of this definition while expanding it to suggest that “family members, friends, and care-givers are also impacted by the survivorship experience and are therefore included in this definition.” However, the Office of Cancer Survivorship also emphasizes the distinction between the concept of the cancer survivor and the cancer survivorship phase, choosing to focus its activities on the latter because of its relative neglect in advocacy, education, clinical practice, and research. These various definitions demonstrate that the concepts of the cancer survivor and cancer survivorship are far from neutral. They are not just attempts to describe something but to do something: to mobilize patients, oncologists, researchers, and all others affected by or invested in the experience of cancer. Although these developments are central to understanding debates about the term cancer survivor today, to fully understand the concept, we need to go back further in time, because the term survivor itself has been around for centuries—although its connotations have shifted over time. The oldest references appeared in the late 16th century and referred to a survivor in relation to the death of another/ others. For example, in 1594, Shakespeare made reference to “thy surviving husband” in his poem “The Rape of Lucrece,” reflecting its legal usage at the time, whereby the survivor of someone gained the rights/inheritance of the deceased. JOURNAL OF CLINICAL ONCOLOGY COMMENTS AND CONTROVERSIES VOLUME 31 NUMBER 4 FEBRUARY 1 2013

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 imitation

Not 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.

metaresearch head score (Codex)0.040
metaresearch head score (Gemma)0.171
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.040
Threshold uncertainty score0.213

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0400.171
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0070.026
Scholarly communication0.0130.024
Open science0.0040.007
Research integrity0.0110.018
Insufficient payload (model declined to judge)0.0130.005

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 head0.504
GPT teacher head0.611
Teacher spread0.107 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

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Citations124
Published2012
Admission routes1
Has abstractyes

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