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Trends in chemotherapy (CT) utilization for colorectal cancer: A provincial population-based analysis

2007· article· en· W2971479975 on OpenAlexaffabout
Daniel J. Renouf, Hagen F. Kennecke, Sharlene Gill

Bibliographic record

VenueJournal of Clinical Oncology · 2007
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Treatments and Studies
Canadian institutionsVancouver General HospitalBC Cancer Agency
Fundersnot available
KeywordsMedicineColorectal cancerCancerInternal medicineCohortStage (stratigraphy)PopulationAdjuvant chemotherapyAdjuvantOncologySurgeryGastroenterologyBreast cancer

Abstract

fetched live from OpenAlex

17014 Background: Significant advances have been made in the treatment of colorectal cancer in both the adjuvant and metastatic setting. The purpose of this study is to examine CT prescribing patterns for adjuvant therapy of colon cancer and metastatic colorectal cancer over the last 15 years in British Columbia, Canada. Methods: All patients (pts) with stage 2 or 3 colon cancer, or stage 4 colorectal cancer at presentation referred to the BC Cancer Agency during a one year period for three time cohorts: 1990, 2000 and 2004, were reviewed. A pt was considered to be treated with CT if they received a cycle of CT within 6 months of referral. Results: A total of 1421 pts were included: stage 2/3 n=915, stage 4 n=506. Chemotherapy utilization increased significantly from 1990 to 2004 for adjuvant CT (1990: 49 (29%), 2000: 129 (45%), 2004: 235 (52%), p<0.001) and for palliative CT (1990: 41(35%), 2000: 100 (51%), 2004 120 (63%), p<0.001). The proportion of pts with stage 2 disease treated with adjuvant CT dramatically increased (1990: 3(4%), 2000: 38 (26%), 2004: 50 (30%), p<0.001). CT utilization was associated with a later time cohort and younger age of presentation ( Table 1 ). The use of palliative CT was significantly associated with male gender (p=0.025). This gender bias was not observed in the adjuvant setting. Among pts >70y, only 25% (99/394) received adjuvant CT [1990: 5(8%), 2000:38 (28%), 2004: 57 (28%] and 31% (50/162) received palliative CT [1990:4 (15%), 2000:17 (24%), 2004:30 (45%)]. Conclusions: In this population-based cohort, adjuvant and palliative CT utilization has increased since 1990 however there is room for improvement. Despite the lack of conclusive evidence, the use of adjuvant CT for stage II disease has increased significantly. Female pts appear less likely to receive palliative CT. Despite evidence that the elderly can accrue similar proportional benefits, the majority of referred pts >70y did not receive adjuvant or palliative CT. Such discrepancies in CT utilization require further investigation. [Table: see text] No significant financial relationships to disclose.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.041
Threshold uncertainty score0.082

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.006
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.124
GPT teacher head0.509
Teacher spread0.385 · 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 designObservational
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

Citations1
Published2007
Admission routes2
Has abstractyes

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