For the full year, our cash operating expenses totaled approximately $131,000,000 compared to $153,000,000 in 2022. As a reminder, our guidance range for 2023 of $125,000,000 to $130,000,000 did not include our 3rd quarter reduction in force, executive management changes and associated severance payments. Finally, as Eric mentioned, I'm proud to report that our adjusted EBITDA loss of $29,000,000 for 2023 ended the year slightly favorable compared to our previous guided range of a loss between $30,000,000 45,000,000 dollars This compares to a 2022 adjusted EBITDA loss of $32,000,000 with 4th quarter adjusted EBITDA losses in 2023 and 2022 of $5,400,000 $9,500,000 respectively. Equally important, we ended the year with a cash balance of approximately $42,000,000 which was slightly ahead of our internal expectations and represents a slowdown in our quarterly cash burn compared to the rest of 2023. Overall, I'm incredibly proud of how the team performed in the past year, specifically these past 6 months where our results such as improved adjusted EBITDA are beginning to reflect the changes and efforts we've made.