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Record W2329439009 · doi:10.1097/coc.0b013e31829e19fb

Outcome of Adjuvant Therapy in Biliary Tract Cancers

2013· article· en· W2329439009 on OpenAlexaff
Mairéad G. McNamara, Thomas Walter, Anne M. Horgan, Eitan Amir, Sean P. Cleary, Elizabeth McKeever, Trisha Min, Elaine M. Wallace, David W. Hedley, Monika K. Krzyzanowska, Malcolm J. Moore, Steven Gallinger, Paul D. Greig, Stefano Serra, Laura A. Dawson, Jennifer J. Knox

Bibliographic record

VenueAmerican Journal of Clinical Oncology · 2013
Typearticle
Languageen
FieldMedicine
TopicCholangiocarcinoma and Gallbladder Cancer Studies
Canadian institutionsToronto General Hospital
Fundersnot available
KeywordsMedicineHazard ratioBiliary tract cancerRadiation therapyConfidence intervalSurgeryProportional hazards modelChemotherapyInternal medicineBiliary tractOncologyGemcitabine

Abstract

fetched live from OpenAlex

OBJECTIVE: There are high rates of recurrence after definitive surgery in biliary tract cancer patients. We reviewed the use and effectiveness of adjuvant therapy (AT; chemotherapy±radiotherapy) in a single institution series. METHODS: Characteristics, treatment details, and follow-up data of all patients with biliary tract cancer who had definitive surgery from January 1987 to September 2011 were reviewed. The association between baseline variables and disease-free survival/overall survival (OS) were tested using Cox proportional hazard analysis in the univariable and multivariable settings. RESULTS: Analysis included 296 patients (58% male; median age, 63 y). Negative or microscopically positive resections were reported in 42% and 14%, respectively, with 44% not reported. Node positivity was reported in 35% patients. AT was given in 28% of patients with 59% receiving chemotherapy and 35% concurrent chemotherapy/radiotherapy. Disease recurred in 60% patients. AT was associated with significantly improved OS (hazard ratio, 0.41; P=0.02). Compared with R0 resection, patients with R1 resection derived significantly increased benefit from AT (P for difference 0.02). In the node positive population (n=103), AT was associated with significantly improved OS (hazard ratio, 0.60; 95% confidence interval, 0.38-0.95; P=0.03). CONCLUSIONS: Patients with R1 resection and node positive disease receiving AT after definitive surgery seem to derive OS advantage. Large prospective trials are needed to confirm these data.

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.386
Threshold uncertainty score0.323

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.118
GPT teacher head0.464
Teacher spread0.346 · 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 teacher head, 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

Citations42
Published2013
Admission routes1
Has abstractyes

Explore more

Same venueAmerican Journal of Clinical OncologySame topicCholangiocarcinoma and Gallbladder Cancer StudiesFrench-language works237,207