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Record W4246977082 · doi:10.1002/0471463736.tnmp19

Anal Cancer

2003· other· en· W4246977082 on OpenAlexaff
Bernard Cummings

Bibliographic record

VenueTNM Online · 2003
Typeother
Languageen
FieldMedicine
TopicColorectal and Anal Carcinomas
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsAnal canalAnal vergeAnal cancerMedicineRectumIncidence (geometry)CancerColorectal cancerDermatologySurgeryInternal medicineMathematics

Abstract

fetched live from OpenAlex

Abstract The major objectives of treatment of cancers that arise in the anal canal and perianal skin are cure and preservation of anal function. The prognosis for both survival and function deteriorates as the primary tumor enlarges, and the probability of cure diminishes as cancer metastasizes to the regional lymph nodes and to extrapelvic sites. Although the incidence of anal cancer has been increasing in many countries over the past 30 years, the relative rarity of such cancers (incidence about 0.5 to 1 per 100,000) has meant that there have been few large groups of patients in whom prognostic factors have been assessed by multivariate analysis or similar statistical techniques. In the 1987 and 1997 editions of the TNM classification, the anal canal is defined as that part of the intestine that extends from the rectum to the perianal skin (to the junction with the hair‐bearing skin). The extent of the perianal area is not defined in the manual, but, by common usage, is considered the skin within a 5‐cm radius of the anal verge. Prior to the 1987 classification, several different conventions were used to describe the anatomy of the anal region, so that comparisons of different series are often not possible. A significant change in the categorization system for primary anal canal cancers was also made in 1987, by basing classification on the measured size of the tumor. The T‐category is determined by the largest diameter of the primary carcinoma, measured in centimeters (T1–T3‐categories), except when there is direct invasion of adjacent major organs (T4‐category). Formerly, it was necessary to estimate clinically the proportion of the length or circumference of the canal involved, and whether the external sphincter was infiltrated. Perianal cancers continued to be categorized by measured size as previously. The histological classification of malignancies of the anal canal and of the perianal skin has not changed substantially over the past 30 years. The 1989 edition of the World Health Organization (WHO) Classification System described three major subtypes of squamous‐cell cancer of the anal canal, namely large‐cell keratinizing, large‐cell nonkeratinizing (transitional), and basaloid. The view that all are variants of squamous‐cell cancer was supported by an analysis of keratin profiles. Many clinical investigators, agreeing that the prognostic value of histological subtyping is marginal, group all three subtypes as squamous‐cell or epidermoid carcinomas of the anal canal. The shift in treatment of anal canal cancer from radical surgery to primary radiation therapy, commonly combined with cytotoxic chemotherapy, allows preservation of function in many patients, and has affected assessment of prognostic features. Detailed gross and histopathological assessment of excised tissues, which formed the cornerstone of many earlier analyses, is no longer possible. It has not yet been established that all features of prognostic value in patients treated surgically are equally predictive of outcome following radiation with/without chemotherapy. In the discussion that follows, cancers of the anal canal and of the perianal skin are considered separately. All comments address the patient newly diagnosed and undergoing initial treatment, except where indicated.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.217
Threshold uncertainty score0.725

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.2170.142

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 head0.024
GPT teacher head0.318
Teacher spread0.294 · 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
GenreOther

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
Published2003
Admission routes1
Has abstractyes

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