Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding. by Quentin J M Huys, Roshan Cools, Martin Gölzer, Eva Friedel, Andreas Heinz, Raymond J Dolan, Peter Dayan

“…These influences come in two main groups, defined along anatomical, pharmacological, behavioural and functional lines. Investigations of the influences have so far concentrated on the groups as a whole; here we take the critical step of looking inside each group, using a detailed reinforcement learning model to distinguish effects to do with value, specific actions, and general activation or inhibition. …”
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Functional analysis of tomato MAP65 gene family, highlighting SlMAP65-1’s role in fruit morphogenesis by Peiyu Zhang, Guoning Zhu, Chunjiao Zhang, Hongliang Zhu

“…The tomato fruit of slmap65-1 loss of function lines showed an elongated morphology, and the data indicated that SlMAP65-1 is involved in fruit morphogenesis at the early fruit development stage. …”
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Real-Time, Risk-Based Clinical Trial Quality Management in China: Development of a Digital Monitoring Platform by Min Jiang, Shuhua Zhao, Yun Mei, Zhiying Fu, Yannan Yuan, Jie Ai, Yuan Sheng, Ying Gong, Jingjing Chen

“…ConclusionsIn clinical practice, our tool would enable the automated monitoring and detection of risk points throughout all clinical trial stages; accurately identify the most relevant trial procedure and function line; and notify quality management personnel, in real time, to take prompt actions and dynamically prevent the recurrence of quality issues.…”
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