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Reliable Performance of Malbi Grade-Based Risk Models for Predicting the Prognosis of Patients with Hepatocellular Carcinoma Receiving Atezolizumab Plus Bevacizumab As First-Line Treatment: Comparative Analysis of 13 Risk Models

Takeshi Hatanaka,Satoru Kakizaki,Atsushi Hiraoka,Toshifumi Tada,Masashi Hirooka,Kazuya Kariyama,Joji Tani,Masanori Atsukawa,Koichi Takaguchi,Ei Itobayashi,Shinya Fukunishi,Kunihiko Tsuji,Toru Ishikawa,Kazuto Tajiri,Hidenori Toyoda,Chikara Ogawa,Hiroki Nishikawa,Takashi Nishimura,Kazuhito Kawata,Hisashi Kosaka,Atsushi Naganuma,Yutaka Yata,Hideko Ohama,Hidekatsu Kuroda,Tomomitsu Matono,Kazunari Tanaka,Fujimasa Tada,Kazuhiro Nouso,Asahiro Morishita,Akemi Tsutsui,Takuya Nagano,Norio Itokawa,Tomomi Okubo,Taeang Arai,Michitaka Imai,Yohei Koizumi,Shinichiro Nakamura,Masaki Kaibori,Hiroko Iijima,Yoichi Hiasa,Takashi Kumada

JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY（2025）

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Key words
ALBS grade,CRAFITY score,geriatric nutritional risk index,Glasgow prognostic score,HCC-GRIm score,IMABALI-De score,mALF score,neo-GPS,neutrophil to lymphocyte ratio,prognostic nutritional index
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