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. 2026 Jun 6;16:17534. doi: 10.1038/s41598-026-56492-8

Table 2.

Evaluation of the generative AI output.

Request GenAI response
1 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
2 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CDKN2A, E2F1, CCND1
2 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CDKN2A, E2F1, CCND1
4 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CDKN2A, E2F1, CCND1
5 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
6 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
7 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
8 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
9 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CCND1, E2F1, CDKN2A
10 ATM, CDK2, CDK4, CDKN1A, MAPK14, MTOR, NR1H4, PCNA, RB1, SPI1, TP53, ZFP36L1, CDKN2A, E2F1, CCND1

GenAI was asked ten times which genes should be added to the network. 12 genes were taken over from the previous model generation (black), and 3 new genes were suggested by GenAI (bold). Setup: temperature = 0, top_p = 0 (prompt; Fig. S6 (supplement) was used).