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Record W1983800079 · doi:10.1118/1.3612054

SU-E-T-103: Making Plane-Parallel Ionization Chambers Available for Reference Dosimetry of High-Energy Photon Beams

2011· article· en· W1983800079 on OpenAlexaboutno aff
Bryan Muir, M R McEwen, DW O Rogers

Bibliographic record

VenueMedical Physics · 2011
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAdvanced Radiotherapy Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsIonization chamberDosimetryAbsorbed doseIonizationLinear particle acceleratorPhotonAtomic physicsPhysicsIonBeam (structure)Materials scienceOpticsNuclear physicsNuclear medicine

Abstract

fetched live from OpenAlex

Purpose: Plane-parallel ionization chambers were not included for reference dosimetry of photon beams in TG-51 because sufficient data was not available. This work aims to experimentally determine absorbed dose beam quality conversion factors, kQ, for several plane-parallel ionization chambers in clinical megavoltage photon beams to potentially enable their use for reference dosimetry of high-energy photon beams and determine if variation in kQ factors for chambers of the same type is considerable. Methods: Measurements traceable to the national standard of absorbed dose were carried out at the National Research Council of Canada with 11 different types of plane-parallel ion chamber. In most cases, two chambers of each type were obtained from the major ion chamber manufacturers. Chamber stabilization, leakage currents, ion recombination and polarity behavior, as well as chamber-to-chamber variations were investigated. Absorbed dose-to-water calibration coefficients were measured for the cobalt-60 irradiator and in 6, 10 and 25 MV photon beams from the Elekta Precise linear accelerator to obtain kQ factors.Results: All chambers investigated gave stable readings within 15 minutes in the cobalt-60 reference field. Leakage currents were negligible (< 0.05% of the chamber reading) for all chambers. Ion recombination corrections were obtained as a function of dose per pulse; the majority of chambers performed as expected. Polarity corrections were less than 0.1% for most chambers. Values of kQ for chambers of the same type differed by less than 0.4% suggesting that chamber-to-chamber variation is not a significant issue Conclusions: Although there are differences between kQ factors determined for chambers of the same type, it is generally not significant. Measurements demonstrate the ability to characterize and use plane-parallel ion chambers for reference dosimetry of MV photon beams using the TG-51 protocol. The uncertainty in calibrating a plane-parallel ion chamber is not significantly greater than for a cylindrical chamber.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.268
Teacher spread0.244 · 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 designBench or experimental
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

Citations0
Published2011
Admission routes1
Has abstractyes

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