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Record W3083461068 · doi:10.1158/1538-7445.am2020-2034

Abstract 2034: The young-onset colorectal cancer community speaks out about financial and emotional health

2020· article· en· W3083461068 on OpenAlexaboutno aff
Danielle Peterson, Tamara Springer, Kimberly Lynn Newcomer

Bibliographic record

VenueCancer Research · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic and Financial Impacts of Cancer
Canadian institutionsnot available
Fundersnot available
KeywordsPsychosocialMedicineColorectal cancerQuarter (Canadian coin)DiseaseCancerYoung adultGerontologyFamily medicinePsychiatryInternal medicine

Abstract

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Abstract Colorectal cancer (CRC) is the third most commonly diagnosed cancer in the United States and the second leading cause of cancer deaths. The 5-year survival rate of advanced CRC is low, at 14%. As CRC continues to rise in young people (20-49), we and others have shown that these patients are diagnosed at advanced stages of the disease. As a result, many of these individuals are subjected to aggressive treatments. Young-onset (YO) CRC patients and caregivers face unique clinical challenges including fear and stress around the disruption of family and career developmental tasks and goals suggesting a need for additional psychosocial and financial support. A cross-sectional study, conducted in the form of an online survey, was launched to better understand the experiences around employment and the resulting financial and psychological stress of YO-CRC patients and caregivers. YO-CRC patients and survivors (N=884) and caregivers (N=203) who were diagnosed between the ages of 20 to 50 years old completed an online questionnaire that was based on established instruments including PROMIS, EORTC-QOL-30, and EORTC-CR-29.Our survey found that 75% of patients and survivors were employed full-time at the time of diagnosis and only half of them were working at the time of the survey. Similarly, two-thirds of the respondents who were working part-time at diagnosis were working at the time of the survey. This suggests that a significant number of YO-CRC patients are unable to work after diagnosis. Interestingly, a quarter of them have been without evidence of disease for 2-10 years. Not surprisingly, more than half of the patient and survivor respondents indicated that they feel financially stressed (56%), worry about the loss of their family's financial stability because of the cost of cancer care (54%), and worry about the financial problems they will have in the future due to their illness/treatments (66%). Of those who feel financially stressed, 35% reported significant feelings of sudden panic/anxiety. Similarly, 40% of caregivers reported feeling financially stressed. This could be connected to 40% of them reporting taking a leave of absence, quitting a job, or leaving school because of the patient's diagnosis.These survey results indicate a need for the YO-CRC community to have access to resources that reduce the burden of loss of employment and resulting financial and psychological stress. Given the reality that 75% of our respondents had children, we hypothesize that employment and financial stress are potentially correlated to compounding parental responsibilities. Further studies will investigate financial and psychological well-being specific to the impact of child-rearing during the cancer-related loss of employment. Programs tailored at the YO-CRC community should consider the unique challenges presented by potential employment changes, parenting roles, and the likelihood of financial and psychological stress. Citation Format: Danielle Peterson, Tamara Springer, Kimberly Newcomer, Never2Young Board, Ronit Yarden. The young-onset colorectal cancer community speaks out about financial and emotional health [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2034.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.174
GPT teacher head0.378
Teacher spread0.205 · 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 designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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