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Record W3204634831 · doi:10.30683/1927-7229.2020.09.10

Acute Haematological Variations in Patients Receiving Radiotherapy and its Correlation with Volume of the Bone Marrow and Radiation Dose

2021· article· en· W3204634831 on OpenAlexvenueno aff
Rajesh Javarappa, R.S. Bilimagga, V. Chendil, B.R. Kiran Kumar, Amrut S. Kadam

Bibliographic record

VenueJournal of Analytical Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicEffects of Radiation Exposure
Canadian institutionsnot available
Fundersnot available
KeywordsBone marrowMedicineRadiation therapyNuclear medicineIrradiationPlateletUrologyInternal medicine

Abstract

fetched live from OpenAlex

Purpose: Radiation treatment of all malignancies inevitably includes certain percentage of bone marrow in the site and volume of irradiation. The purpose is to study the magnitude of radiation induced early haematological toxicity in relation to the total dose and volume of the marrow in the field of irradiation. Materials & Methods: A Prospective analysis was done in 60 patients treated with telecobalt. Haemoglobin, WBC and platelet counts were done before starting treatment and then weekly till the completion of treatment. The volume of bone marrow in the radiation fields was also recorded. Results: The haemoglobin percentage change between baseline and 5th week was 5.19%(p=0.026) and7.35% (p=0.049) in <5%, 5-20% &>20% of bone marrow irradiated respectively. The percentage of change between baseline and 5th week total WBC count was 23.79% (p=0.000), 35.53% (p=0.006) and 27.90% (p=0.000) in <5%, 5-20% &>20% of bone marrow irradiated respectively. The percentage change in platelets between baseline and 5th week of 22.14%, 24.66% & 24.80% in patients with <5%, 5-20% and >20% of bone marrow irradiated respectively (overall p=0.000). Conclusion: The percentage of active bone marrow in the field of irradiation, dose per fraction and the total dose received are the best parameters for the study of haematological variations in patients being treated with radiotherapy. There is significant Haematological variations with decreasing trend in relation to volume of bone marrow irradiated and radiation dose.

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)0.000
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 score0.021
Threshold uncertainty score0.187

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.008
GPT teacher head0.283
Teacher spread0.274 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Analytical OncologySame topicEffects of Radiation ExposureFrench-language works237,207