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In order to select the appropriate model, we employed an objective function comprised of specificity values, the proportion of true negatives identified within decoys excluded from training, the percentage of active compounds identified from the family, and the percentage of compounds from the binding database not associated with the family, then we established an ML model for each family, as delineated in Table 4

Roberts DJ, Harris T, Williams T (2004) The influence of inherited traits on malaria infection

PubMed Central, Bereket-Ycel, S

Cell samples were lysed in RIPA buffer with protease and phosphatase inhibitors, then centrifuged at 12,000 rpm for 10 min to collect the supernatant

Evidence caveat: The combination approach is based on clinical observation and mechanistic reasoning, not controlled trials

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