
JACS Operative Word Podcast April 2026: Episode 43
The purpose of the JACS Operative Word Podcast is to give listeners the opportunity to claim CME credit for time spent learning about recent articles published in JACS. This session is ideal for faculty, program directors, residents, and medical students. Learners will become more competent in current surgical literature and up-to-the-minute surgical research and techniques. Learn more about the Journal of the American College of Surgeons, a monthly peer-reviewed journal publishing original contributions on all aspects of surgery, including scientific articles, collective reviews, experimental investigations, and more.
Episode 43: Development, Validation, and Comparison of Machine Learning Models for Predicting Pediatric Surgical Site Infection Using the NSQIP-P Database
Target Audience
Practicing Surgeons
Physicians
Allied health professionals
Learning Objectives
Upon completion, participants will be able to:
- Gain improved understanding of the most up-to-date surgical literature and techniques.
- Consider opportunities to apply new knowledge or skills gained to practice and/or patient care.
Contact
- For questions about the educational activity, please contact us at [email protected]
- For technical questions, please contact [email protected].
Diplomates of the American Board of Surgery
By participating in an ACS-accredited activity, you may choose to participate in the automatic transfer of your CME credits to the ABS via the ACCME if you are a Diplomate of the American Board of Surgery (ABS). This is a free service.
Opt in to Automatically Send your CME Data to the ABS
The direct automatic transfer applies to all learners who have an ACS profile, are Diplomates of the ABS, and have provided their ABS ID and date of birth in the ACS MyCME Portal on the Board Certification page.
Step-by-Step Instructions to Access MyCME and Opt in to Transmit Your CME Data
- Log in to your MyCME Portal
- Select the Board Certification tab
- Enter the American Board of Surgery
- Enter your ABS ID
- Enter your Day and Month of birth
- Next go to the Send CME Data tab
- Toggle to Opt In (green) “Yes! I choose to opt in and permit the ACS to automatically transfer all my ACS-accredited CME data to my chosen specialty board earned March 1, 2021, and forward.”
Please note if you have previously successfully transmitted your ACS-accredited CME credits to the ABS via ACCME, then you can skip steps 2-6, and go directly to the Send CME Data tab, and Toggle to Opt In (green).
Once you have opted to automatically transfer your CME credits to the ABS, please allow 24 hours for the credit to appear in your ABS CME Repository.
You may opt out at any time.
For more information or to request assistance, contact [email protected].
Disclosure Information
In accordance with the ACCME Accreditation Criteria, the American College of Surgeons must ensure that anyone in a position to control the content of the educational activity (planners and speakers/authors/discussants/moderators) has disclosed all financial relationships with any commercial interest (termed by the ACCME as “ineligible companies”, defined below) held in the last 24 months (see below for definitions). Please note that first authors were required to collect and submit disclosure information on behalf all other authors/contributors, if applicable.
Ineligible Company
The ACCME defines an “ineligible company” as any entity producing, marketing, re-selling, or distributing health care goods or services used on or consumed by patients. Providers of clinical services directly to patients are NOT included in this definition.
Financial Relationships
Relationships in which the individual benefits by receiving a salary, royalty, intellectual property rights, consulting fee, honoraria, ownership interest (e.g., stocks, stock options or other ownership interest, excluding diversified mutual funds), or other financial benefit. Financial benefits are usually associated with roles such as employment, management position, independent contractor (including contracted research), consulting, speaking and teaching, membership on advisory committees or review panels, board membership, and other activities from which remuneration is received, or expected.
Conflict of Interest
Circumstances create a conflict of interest when an individual has an opportunity to affect CME content about products or services of an ineligible company with which he/she has a financial relationship.
The ACCME also requires that ACS manage any reported conflict and eliminate the potential for bias during the educational activity. Any conflicts noted below have been managed to our satisfaction. The disclosure information is intended to identify any commercial relationships and allow learners to form their own judgments. However, if you perceive a bias during the educational activity, please report it on the evaluation.
Editorial Committee Disclosures
Thomas Varghese Jr, MD, FACS, Podcast Host – Nothing to disclose
Lillian Erdahl, MD, FACS, Podcast Host – Nothing to disclose
Speaker Disclosures
Karthik Balakrishnan, MD, FACS, Podcast Guest – Nothing to disclose
Carrie Chan, MSN, MPH, Podcast Guest – Nothing to disclose
All relevant financial relationships have been mitigated.
Continuing Medical Education Credit Information
Accreditation
The American College of Surgeons is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians.
AMA PRA Category 1 Credits™
The American College of Surgeons designates this enduring activity for a maximum of 0.25 AMA PRA Category 1 Credits™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

Successful completion of this CME activity, which includes participation in the evaluation component, enables the learner to earn credit toward the CME of the American Board of Surgery’s Continuous Certification program.
CME Credit Claiming Information
ALL ATTENDEES MUST COMPLETE THE COURSE EVALUATION in order to claim a CME Certificate or a Certificate of Completion. The course evaluation will appear once you take and complete this course. The following requirements will need to be completed:
- Review all course materials
- Complete course evaluation
Participants may only claim a maximum of 0.25 AMA PRA Category 1 Credits™ per episode for the JACS Operative Word Podcast. CME credit for each episode can be claimed for up to two years after the original air date.
Available Credit
- 0.25 AMA PRA Category 1 Credit™
- 0.25 Certificate of Completion
You may enroll in the course free of charge.
You will be asked to register for the course and provide information to complete the registration process.
Once you have completed the registration process, an email will be sent to you with the confirmation and course login information.

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