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Record W4318619600 · doi:10.1038/s41375-023-01833-z

KDM6 demethylases integrate DNA repair gene regulation and loss of KDM6A sensitizes human acute myeloid leukemia to PARP and BCL2 inhibition

2023· article· en· W4318619600 on OpenAlexafffund
Liberalis Debraj Boila, Subhadeep Ghosh, Subham K. Bandyopadhyay, Liqing Jin, Alex Murison, Andy G.X. Zeng, Wasim Shaikh, Satyaki Bhowmik, Siva Sai Naga Anurag Muddineni, Mayukh Biswas, Sayantani Sinha, Shankha Subhra Chatterjee, Nathan Mbong, Olga I. Gan, Anwesha Bose, Sayan Chakraborty, Andrea Arruda, James A. Kennedy, Amanda Mitchell, Eric R. Lechman, Debasis Banerjee, Michael Milyavsky, Mark D. Minden, John E. Dick, Amitava Sengupta

Bibliographic record

VenueLeukemia · 2023
Typearticle
Languageen
FieldMedicine
TopicAcute Myeloid Leukemia Research
Canadian institutionsUniversity of TorontoPrincess Margaret Cancer CentreUniversity Health Network
FundersScience and Engineering Research BoardCanadian Cancer Society Research InstituteIsrael Science FoundationIndian Council of Medical ResearchVarda and Boaz Dotan Research Center for Hemato-Oncology Research, Tel Aviv UniversityCouncil of Scientific and Industrial Research, IndiaDepartment of Biotechnology, Ministry of Science and Technology, India
KeywordsSynthetic lethalityCancer researchMyeloid leukemiaDNA repairPoly ADP ribose polymeraseBiologyNPM1LeukemiaDNA damageHistoneEpigeneticsDaunorubicinGeneImmunologyGeneticsDNAPolymerase

Abstract

fetched live from OpenAlex
No abstract in any covered source. Its absence is recorded, not treated as a negative.

No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.225
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
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 head0.022
GPT teacher head0.299
Teacher spread0.277 · 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.

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

Citations25
Published2023
Admission routes2
Has abstractno

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