How can clinicians choose between conflicting and discordant systematic reviews? A replication study of the Jadad algorithm von Lunny, C, Thirugnanasampanthar, Sai Surabi, Kanji, S, Ferri, N, Pieper, D, Whitelaw, S, Tasnim, S, Nelson, H, Reid, E K, Zhang, Jia He Janet, Kalkat, Banveer, Chi, Yuan, Abdoulrezzak, Reema, Zheng, Di Wen, Pangka, Lindy R S, Wang, Dian Xin Ran, Safavi, Parisa, Sooch, Anmol, Kang, Kevin T, Tricco, Andrea C

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Exploring decision-makers’ challenges and strategies when selecting multiple systematic reviews: insights for AI decision support tools in healthcare von Lunny, Carole, Whitelaw, Sera, Reid, Emma K, Chi, Yuan, Ferri, Nicola, Zhang, Jia He (Janet), Pieper, Dawid, Kanji, Salmaan, Veroniki, Areti-Angeliki, Shea, Beverley, Dourka, Jasmeen, Ardern, Clare, Pham, Ba, Bagheri, Ebrahim, Tricco, Andrea C

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Identifying and addressing conflicting results across multiple discordant systematic reviews on the same question: protocol for a replication study of the Jadad algorithm von Lunny, Carole, Thirugnanasampanthar, Sai Surabi, Kanji, Salmaan, Ferri, Nicola, Thabet, Pierre, Pieper, Dawid, Tasnim, Sara, Nelson, Harrison, Reid, Emma, Zhang, Jia He (Janet), Kalkat, Banveer, Chi, Yuan, Thompson, Jacqueline, Abdoulrezzak, Reema, Zheng, Di Wen (Wendy), Pangka, Lindy, Wang, Dian (Xin Ran), Safavi, Parisa, Sooch, Anmol, Kang, Kevin, Whitelaw, Sera, Tricco, Andrea C

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Unique Hydrophobic Extension of the RGS2 Amphipathic Helix Domain Imparts Increased Plasma Membrane Binding and Function Relative to Other RGS R4/B Subfamily Members von Gu, Steven, He, Janet, Ho, Wing-Ting, Ramineni, Suneela, Thal, David M., Natesh, Ramanathan, Tesmer, John J.G., Hepler, John R., Heximer, Scott P.

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PhenoScanner V2: an expanded tool for searching human genotype–phenotype associations von Kamat, Mihir A, Blackshaw, James A, Young, Robin, Surendran, Praveen, Burgess, Stephen, Danesh, John, Butterworth, Adam S, Staley, James R

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Origin‐specific epigenetic program correlates with vascular bed‐specific differences in Rgs5 expression von Zhang, Hangjun, Gu, Steven, Al‐Sabeq, Basil, Wang, Sean, He, Janet, Tam, Alex, Cifelli, Carlo, Mathalone, Nurit, Tirgari, Sam, Boyd, Shelley, Heximer, Scott P.

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Nextstrain: real-time tracking of pathogen evolution von Hadfield, James, Megill, Colin, Bell, Sidney M, Huddleston, John, Potter, Barney, Callender, Charlton, Sagulenko, Pavel, Bedford, Trevor, Neher, Richard A

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DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome von Ji, Yanrong, Zhou, Zhihan, Liu, Han, Davuluri, Ramana V

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Scaling tree-based automated machine learning to biomedical big data with a feature set selector von Le, Trang T, Fu, Weixuan, Moore, Jason H

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GRNBoost2 and Arboreto: efficient and scalable inference of gene regulatory networks von Moerman, Thomas, Aibar Santos, Sara, Bravo González-Blas, Carmen, Simm, Jaak, Moreau, Yves, Aerts, Jan, Aerts, Stein

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Phandango: an interactive viewer for bacterial population genomics von Hadfield, James, Croucher, Nicholas J, Goater, Richard J, Abudahab, Khalil, Aanensen, David M, Harris, Simon R

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VICTOR: genome-based phylogeny and classification of prokaryotic viruses von Meier-Kolthoff, Jan P, Göker, Markus

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Fast and sensitive taxonomic assignment to metagenomic contigs von Mirdita, M, Steinegger, M, Breitwieser, F, Söding, J, Levy Karin, E

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Prediction of lncRNA-disease associations based on inductive matrix completion von Lu, Chengqian, Yang, Mengyun, Luo, Feng, Wu, Fang-Xiang, Li, Min, Pan, Yi, Li, Yaohang, Wang, Jianxin

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PHYLOViZ 2.0: providing scalable data integration and visualization for multiple phylogenetic inference methods von Nascimento, Marta, Sousa, Adriano, Ramirez, Mário, Francisco, Alexandre P, Carriço, João A, Vaz, Cátia

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TissueEnrich: Tissue-specific gene enrichment analysis von Jain, Ashish, Tuteja, Geetu

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A learning-based framework for miRNA-disease association identification using neural networks von Peng, Jiajie, Hui, Weiwei, Li, Qianqian, Chen, Bolin, Hao, Jianye, Jiang, Qinghua, Shang, Xuequn, Wei, Zhongyu

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Variable selection and validation in multivariate modelling von Shi, Lin, Westerhuis, Johan A, Rosén, Johan, Landberg, Rikard, Brunius, Carl

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TCGA-assembler 2: software pipeline for retrieval and processing of TCGA/CPTAC data von Wei, Lin, Jin, Zhilin, Yang, Shengjie, Xu, Yanxun, Zhu, Yitan, Ji, Yuan

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Phyx: phylogenetic tools for unix von Brown, Joseph W, Walker, Joseph F, Smith, Stephen A

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