MétaCan
← all works

Oesophageal cancer: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up

2022· article· en· 656 citations· W4288737780 on OpenAlex· 10.1016/j.annonc.2022.07.003

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.202
GPT teacher head0.546
Teacher spread
0.344 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Annals of Oncology
Topic
Esophageal Cancer Research and Treatment
Field
Medicine
Canadian institutions
Funders
GenentechDaiichi Sankyo EuropeServierEuropean Society for Medical OncologyFibroGenEisaiAstellas PharmaLes Laboratories Pierre FabreEuropean Organisation for Research and Treatment of CancerDaiichi-SankyoSirtex MedicalNateraJiangsu Hengrui MedicineFoundation MedicineSierra OncologyIncyteSanofiRoyal Australian and New Zealand College of RadiologistsIpsenBeiGeneAstraZenecaEli Lilly and CompanyBristol-Myers SquibbINCLIVA Instituto de Investigación SanitariaGlaxoSmithKlineAmgen
Keywords
MedicineGuidelineCancerIncidence (geometry)ScopusDemographyMortality rateDiseaseFamily medicineInternal medicineMEDLINEPathology
Has abstract in OpenAlex
no