The following represents disclosure information provided by authors of this abstract. The program committee has reviewed all presenting author disclosure reports, identified potential conflicts of interest, and implemented strategies to manage those areas of conflict, where appropriate. All relationships are considered compensated. Relationships are self-held unless otherwise noted. I = Immediate Family Member, Inst = My Institution
 
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AI for evidence-based treatment recommendation in oncology: A blinded evaluation of large language models and agentic workflows.
 
Guannan Zhai
No Relationships to Disclose
 
Merav Bar
Employment - Bristol-Myers Squibb
Stock and Other Ownership Interests - Bristol-Myers Squibb
Research Funding - Bristol-Myers Squibb
 
Andrew Cowan
Consulting or Advisory Role - Abbvie; Adaptive Biotechnologies; Bristol-Myers Squibb/Celgene/Juno; HopeAI; Janssen; Sanofi; Sebia
Research Funding - Bristol-Myers Squibb/Celgene/Juno (Inst); Harpoon therapeutics (Inst); IgM Biosciences (Inst); Janssen (Inst); Karyopharm Therapeutics (Inst); Nektar (Inst); Opna Bio (Inst); Regeneron (Inst); Sanofi (Inst)
 
Sam Rubinstein
Honoraria - Sanofi
Consulting or Advisory Role - Janssen; LAVA Therapeutics
 
Qian Shi
Honoraria - Chugai Pharma
Consulting or Advisory Role - Hoosier Cancer Research Network; Kronos Bio; Mirati Therapeutics; Regeneron; Yiviva
Research Funding - BMS (Inst); Celgene (Inst); Janssen (Inst); Novartis (Inst); Regeneron (Inst); Roche/Genentech (Inst)
 
Ningjie Zhang
No Relationships to Disclose
 
En Xie
No Relationships to Disclose
 
Will Ma
No Relationships to Disclose