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Quantitative structure-activity relationship (QSAR) model displaying the relationships between molecular refractivity (SMR) and the IC50 values of the compounds. A line of best fit was added to display the approximately linear relationship. The dots represent new compounds found in the consensus of pharmacophore search, WEKA machine learning, and TensorFlow deep learning prediction that these compounds would suppress premature termination codons (PTCs).
