MétaCan
Menu
Back to cohort
Record W2509503834 · doi:10.1016/s0167-8140(16)33489-2

90: Combined Salicylate (SAL) - Metformin (MET) Treatment Induces Increased Tumour Suppression and Radiosensitization in Preclinical Models of Prostate Cancer (PRCA)

2016· article· en· W2509503834 on OpenAlexaff
Katarina Marcinko, Linda A. Villani, Vanessa P. Houde, Paola Muti, Gregory R. Steinberg, Theodoros Tsakiridis

Bibliographic record

VenueRadiotherapy and Oncology · 2016
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Lipids, and Metabolism
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMetforminProstate cancerMedicineCancerCancer researchProstateOncologyInternal medicine

Abstract

fetched live from OpenAlex

assurance, to limit the required resources, and to reduce the effect of differences in patient positioning between the planning CT and treatment.The patient is treated both prone and supine under a 1 cm clear plastic sheet positioned 20 cm from their surface used to increase skin dose.The first patient treated using this technique at the TBCC was a 16-year-old male with sicklecell anemia.As gonadal shielding was desirable for this patient, our extended SSD lateral field technique was not an option.Our optimized VMAT technique allowed us to provide a reasonable amount of gonadal shielding using MLCs.Results: Dose to the gonads was further reduced using a physical shield made of coated lead positioned above the gonads using an in-house designed device.The combined effect of these two types of shielding allowed us to reduce dose to testis from the prescription of 300 cGy to approximately 100 cGy, without overmodulating the treatment fields or compromising dose uniformity to the rest of the body.Conclusions: In conclusion, a new TBI technique has been developed using VMAT delivery that is optimized to patient anatomy.In addition to a safe and more comfortable patient environment, this technique allows for shielding of organs at risk, if desired by the physician, as was the case for a recent patient at the TBCC -a pediatric sickle-cell anemia patient requiring scrotal shielding. COMBINED SALICYLATE (SAL) -METFORMIN (MET) TREATMENT

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)0.000
metaresearch head score (Gemma)0.000
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 score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.001

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 head0.020
GPT teacher head0.317
Teacher spread0.297 · 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
Published2016
Admission routes1
Has abstractno

Explore more

Same venueRadiotherapy and OncologySame topicCancer, Lipids, and MetabolismFrench-language works237,207