MétaCan
Menu
Back to cohort
Record W2790229929 · doi:10.25030/ncs-018

NCS Report 18: Code of practice for the absorbed dose determination in high energy photon and electron beams

2008· report· en· W2790229929 on OpenAlexfundno aff
A.H.L. Aalbers, M.T. Hoornaert, Awh Minken, Hugo Palmans, Marc Pieksma, Leon de Prez, N. Reynaert, S. Vynckier, F.W. Wittkämper

Bibliographic record

Venuenot available
Typereport
Languageen
FieldPhysics and Astronomy
TopicAdvanced Radiotherapy Techniques
Canadian institutionsnot available
FundersKU LeuvenMcGill University
KeywordsElectronPhotonHigh energyCode (set theory)PhysicsAtomic physicsCode of practiceAbsorbed doseEnergy (signal processing)Nuclear physicsComputer scienceIrradiationOpticsEngineeringProgramming languageSet (abstract data type)Quantum mechanics

Abstract

fetched live from OpenAlex

Absorbed dose to water is the quantity of interest to specify the amount of radiation to be used in radiotherapy and has the advantage that it can be measured more directly than the quantity air kerma.Advances in radiation dosimetry concepts and the development of primary measurement standards based on absorbed dose to water over the last decades offer the possibility to calibrate ionisation chambers directly in terms of absorbed dose to water.Absorbed dose standards have an uncertainty of less than 1% (1 sd) in photon beams up to 25 MV, resulting in improved accuracy in clinical reference dosimetry.Nowadays several international and national Codes of Practice (CoP) for external beam radiotherapy based on absorbed dose standards have been published and adopted in many countries worldwide.In this report a Code of Practice is presented for the dosimetry in high energy photon and electron beams based on absorbed dose to water standards for 60 Co reference beams.The CoP has been written by a Subcommittee of the Netherlands Commission on Radiation Dosimetry (NCS) and corresponds to the current clinical practice in Belgium and The Netherlands.The CoP provides the concepts and methods to determine the absorbed dose in high energy photon and electron beams produced by medical linear accelerators.The CoP covers the reference dosimetry in static, open photon beams with nominal energies between 1 and 25 MV and in static, open electron beams with nominal energies between 4 and 25 MeV produced by conventional linear accelerators.Treatment modalities as intensity modulated therapy (IMRT), stereotactic radiotherapy, robotic radiotherapy, helical tomotherapy, etc. are beyond the scope of this report.Important features are the simple basic concepts to determine absorbed dose to water under reference conditions in a water phantom and the introduction of a single, chamber dependent correction factor taking into account all effects dependent of the radiation beam quality.For photon beams these beam quality correction factors are based on experimental data, partly measured in selected clinical accelerator beams in Belgium and The Netherlands using a portable water calorimeter.The present CoP recommends a limited number of ionisation chambers for reference dosimetry in radiotherapy, but the physical concepts outlined in the Code represent a major simplification compared to the previous Codes based on the concept of air kerma employing Bragg-Gray or Spencer-Attix cavity theory.This CoP uses updated information compared to the codes presented in TRS-398 and AAPM TG-51.

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)0.027
metaresearch head score (Gemma)0.064
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: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.027
Threshold uncertainty score0.143

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0270.064
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0050.004
Science and technology studies0.0030.004
Scholarly communication0.0040.002
Open science0.0050.003
Research integrity0.0070.005
Insufficient payload (model declined to judge)0.0120.015

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 head0.016
GPT teacher head0.340
Teacher spread0.324 · 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

Citations40
Published2008
Admission routes1
Has abstractyes

Explore more

Same topicAdvanced Radiotherapy TechniquesFrench-language works237,207