
    Given a patient's historical risk assessment scores from previous hospital visits, determine the most concerning trend in their health status by finding the highest possible product of scores that occurred in chronologically increasing order. This calculation will help identify the most severe pattern of health deterioration and assess the likelihood of future hospital readmission.
    

    
def max_product(arr):
    """
    Given a patient's historical risk assessment scores from previous hospital visits, determine the most concerning trend in their health status by finding the highest possible product of scores that occurred in chronologically increasing order. This calculation will help identify the most severe pattern of health deterioration and assess the likelihood of future hospital readmission.
    

    """
def max_product(arr):
    """
    Given a patient's historical risk assessment scores from previous hospital visits, determine the most concerning trend in their health status by finding the highest possible product of scores that occurred in chronologically increasing order. This calculation will help identify the most severe pattern of health deterioration and assess the likelihood of future hospital readmission.
    

    """
    n = len(arr)
    mpis = arr[:]
    for i in range(n):
        current_prod = arr[i]
        j = i + 1
        while j < n:
            if arr[j - 1] > arr[j]:
                break
            current_prod *= arr[j]
            if current_prod > mpis[j]:
                mpis[j] = current_prod
            j = j + 1
    return max(mpis)