Perspective on applicability of data-driven machine learning computational new approach methodologies for hazard identification in chemicals risk assessment. - Geven Piir; Sulev Sild; Olga Tcheremenskaia; Emma Di Consiglio; Jörgen Henriksson; Agnieszka Gajewicz-Skretna; Enrico Mombelli; Alessandra Roncaglioni; Uko Maran (J. Cheminformatics, 2026)