The HEART pathway serves as a tool for predicting major adverse cardiac events (MACE) among patients presenting with acute chest pain, aiding in early discharge of low-risk patients and reducing unnecessary cardiac investigations. This study aimed to evaluate physician-nurse reliability of the HEART pathway. Moreover investigates the efficacy of HEART pathway to predict 3-month MACE in patients with acute chest pain. We conducted a prospective study on 97 patients experiencing acute chest pain. A team of three professionals - a nurse, a cardiology resident, and a cardiology attending physician - performed risk stratification. We assessed inter-rater reliability among the raters as well as explored 3-month MACE outcomes. Excellent pairwise agreements were found between the raters. Overall agreement among raters was excellent, with an ICC of 0.84 (95% CI: 0.73 - 0.97). The HEART pathway score exhibited strong predictive power (AUC: 0.85) for 3-month MACE. At a cut-off score of 4, sensitivity, specificity, and negative predictive values were 87.5%, 58.9%, and 95.8%, respectively. The HEART pathway score effectively predicts 3-month MACE in patients with acute non-traumatic chest pain. Moreover, the high agreement among the attending physician, the resident physician, and the nurse suggests that nurses could use this tool, potentially reducing the workload on physicians.