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    1. Epidemiology and Global Health

    A modular approach to integrating multiple data sources into real-time clinical prediction for pediatric diarrhea

    Ben J Brintz et al.
    Using a modular approach to integrate multiple data sources for the prediction of diarrhea etiology has the potential to reduce inappropriate antibiotics prescription in low-resource settings.
    1. Neuroscience

    Learning prediction error neurons in a canonical interneuron circuit

    Loreen Hertäg, Henning Sprekeler
    The formation and refinement of prediction error circuits relies on an experience-dependent balance of excitation and inhibition in canonical microcircuits.
    1. Neuroscience

    The temporal and spectral characteristics of expectations and prediction errors in pain and thermoception

    Andreas Strube et al.
    Key variables required for pain perception in the context of a predictive coding model are correlated with distinct oscillatory profiles.
    1. Neuroscience

    A prediction model of working memory across health and psychiatric disease using whole-brain functional connectivity

    Masahiro Yamashita et al.
    Human neuroimaging and machine learning reveals a generalizable relationship between brain connectivity and working memory ability across healthy populations and distinct psychiatric diagnoses.
    1. Evolutionary Biology

    Robust and accurate prediction of residue–residue interactions across protein interfaces using evolutionary information

    Sergey Ovchinnikov et al.
    Co-evolving residue pairs in the different components of a protein complex almost always make contact across the protein–protein interface, thus providing powerful restraints for the modeling of protein complexes.
    1. Neuroscience

    Specialized coding patterns among dorsomedial prefrontal neuronal ensembles predict conditioned reward seeking

    Roger I Grant et al.
    Excitatory output neurons in dorsomedial prefrontal cortex display heterogeneously specialized coding properties that evolve during cue-reward learning and predict cue-driven reward seeking.
    1. Cancer Biology

    Acid-base transporters and pH dynamics in human breast carcinomas predict proliferative activity, metastasis, and survival

    Nicolai J Toft et al.
    Cellular acidity, capacity for net acid extrusion, and expression of acid-base transporters in human breast carcinomas independently predict variation in proliferative activity, lymph node metastasis, and patient survival.
    1. Genetics and Genomics
    2. Microbiology and Infectious Disease

    An atlas of the binding specificities of transcription factors in Pseudomonas aeruginosa directs prediction of novel regulators in virulence

    Tingting Wang et al.
    The transcription factor (TF)-binding specificities of Pseudomonas aeruginosa allow us to predict virulence-associated TFs and their target genes, which will facilitate to find effective treatment and prevention for its associated diseases.
    1. Neuroscience

    The rate of transient beta frequency events predicts behavior across tasks and species

    Hyeyoung Shin et al.
    Across species, tasks and recording modalities, the rate of transient neocortical beta frequency (15-29Hz) events strongly predicts perceptual ability, providing fundamental mechanistic insight, with implications for tracking and manipulating brain dynamics.
    1. Immunology and Inflammation
    2. Medicine

    Longitudinal proteomic profiling of dialysis patients with COVID-19 reveals markers of severity and predictors of death

    Jack Gisby et al.
    Severe COVID-19 is characterised by a plasma proteomic biomarker signature, indicating innate immune activation, leucocyte–endothelial interactions, and epithelial injury.