ABSTRACT: The condemnation of broiler carcasses in the poultry industry is a major challenge and leads to significant financial losses and food waste. This study addresses the critical issue of condemnation risk assessment in the discarding of antibiotic-free raised broilers using machine learning (ML) predictive modeling. In this study. ML approaches. https://www.roneverhart.com/Dixon-PSN-7-70-Series-Double-Braced-Round-Drum-Throne-Black-Vinyl/