{"database":"biostudies-other","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["13"],"submitter":["Zainab Ashimiyu-Abdusalam"],"journal":["Journal of cheminformatics"],"pagination":["13"],"species":["Homo sapiens"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/MODEL2405210002"],"repository":["biostudies-other"],"additional_accession":["33618772"],"pubmed_authors":["Zainab Ashimiyu-Abdusalam"]},"is_claimable":false,"name":"Bosc2021 - MAIP: a web service for predicting blood‐stage malaria inhibitors","description":"<p>Prediction of the antimalarial potential of small molecules. This model is an ensemble of smaller QSAR models trained on proprietary data from various sources, up to a total of >7M compounds. The training sets belong to Evotec, Johns Hopkins, MRCT, MMV - St. Jude, AZ, GSK, and St. Jude Vendor Library. The code and training data are not released, using this model posts predictions to the MAIP online server. The Ersilia Model Hub also offers MAIP-surrogate as a downloadable package for IP-sensitive queries.</p><p><normal>Model Type:</normal> Predictive machine learning model.<br><normal>Model Relevance:</normal> Predicts antimalarial activity.<br><normal>Model Encoded by:</normal> Amna Ali (Ersilia)<br><normal>Metadata Submitted in BioModels by:</normal> Zainab Ashimiyu-Abdusalam</p><p>Implementation of this model code by <a href=\"https://ersilia.io/\">Ersilia</a> is available here: <br><a href=\"https://github.com/ersilia-os/eos4zfy\">https://github.com/ersilia-os/eos4zfy</a></p><img src=\"https://www.ebi.ac.uk/biomodels/static-assets/images/ersilia-logo.png\" alt=\"Ersilia Logo\" width=\"150\">","dates":{"release":"2024-05-21T00:00:00Z","modification":"2025-07-14T17:02:18.798Z","creation":"2025-03-31T13:26:03.691Z"},"accession":"MODEL2405210002","cross_references":{"uberon":["UBERON:0000178"],"chebi":["CHEBI:38068"],"edam":["topic_3336","topic_0154","topic_3474"],"opl":["OPL:0000263"],"taxonomy":["9606","5833"],"unknown":["eos4zfy"],"efo":["0005741","0001068"],"bao":["0002305"],"stato":["STATO:0000274","STATO:0000530","STATO:0000031"],"pubmed":["33618772"],"ncit":["NCIT:C271","NCIT:C16309","NCIT:C47824","C154407","C45329"],"obi":["OBI_0200032"],"cheminf":["CHEMINF:000018"]}}