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Within Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksAI’s Impact on Medicine (Part Two)We continue the conversation about artificial intelligence (AI) in this second episode of a two-part series. Our guest is Dr. Michael Victoroff, a family medicine physician, patient safety and risk management specialist, and clinical informatics expert. Dr. Victoroff uses image interpretation in radiology as an example of AI because it sees things humans miss and humans see things AI misses. We look at other AI applications—support for diagnosing and creating a treatment plan, concerns with visit notes (e.g., inaccuracies, information designed for billing purposes versus information for patient care, bias that can emerge, etc.), and the knowledge me...2023-09-2928 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksAI’s Impact on MedicineIn this two-part series, we look at the rise of artificial intelligence (AI) and examine the potential ways it may impact medicine. Our guest is Dr. Michael Victoroff, a family medicine physician, patient safety and risk management specialist, and clinical informatics expert who has gone down the rabbit hole of trying to understand the good, the bad, and the ugly of AI. Dr. Victoroff explains the fundamental technology behind AI applications, such as ChatGPT, and its interactive structure designed to generate human-like language and conversation. He talks about the concept of machine learning, how the “garbage in, garbage out” theo...2023-09-1426 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksDealing with Potentially Violent PatientsDr. Michael Victoroff, a family medicine physician and COPIC consultant with expertise in clinical informatics, is our guest for this episode that focuses on situations where patients may become violent. The discussion examines emotional states in patients, such as frustration or unhappiness, that can escalate into physical conflict and why we have seen a substantial increase in these types of encounters. Dr. Victoroff talks about de-escalation and conflict management skills, our innate flight-or-fight reactions, and the importance of appropriate training for the health care setting. In addition, the conversation explores ethical and legal considerations along with the moral dilemma...2023-04-1337 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksNavigating Conversations with Patients About GunsDue to recent active shooter situations and a renewed focus on the safety of health care providers, COPIC is re-releasing this past episode. Some providers may draw a strict boundary about discussing guns with their patients (or not think about it). But research has shown there are situations when access to firearms is a potential risk factor and raising this issue can be not only appropriate but necessary. Dr. Michael Victoroff, who is a firearms safety expert, addresses some scenarios associated with guns that can arise in the clinical setting. These range from imminent danger (e.g., suicide risk...2022-07-2532 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksWith Power Comes Responsibility—Ethical and Legal Issues That Physicians FaceDr. Michael Victoroff joins the podcast again to talk about administrative or conduct issues that can create legal concerns for physicians. Many of these relate to the authority a medical license grants and the power of a physician’s signature (i.e., prescribing medications, signing off on medical charts, etc.). Dr. Victoroff makes the distinction between willful misconduct and inadvertent actions that can lead to accusations of billing fraud, disciplinary proceedings, and governmental investigations. He also highlights common situations where these issues occur such as supervising other medical staff, serving as a medical director, or providing patient coverage for ot...2021-04-0729 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksTelehealth: The Evolving World of Remote CareDr. Zacharias welcomes Dr. Michael Victoroff, a COPIC consultant and health information technology expert, to talk about the increased use of telehealth driven by COVID-19 and how this has become a more permanent shift in health care. They discuss the applicable regulations and practical guidelines that are defining the telehealth environment and what physicians should know to effectively navigate these interactions. Dr. Victoroff shares his thoughts about how the perspectives of providers, patients, and regulatory agencies have changed, the importance of reimbursement, and why “telehealth is one of the best things to happen to medicine.” In addition, he highlights cons...2021-03-2436 minWithin Normal Limits: Navigating Medical RisksWithin Normal Limits: Navigating Medical RisksNavigating Conversations with Patients About GunsSome providers may draw a strict boundary about discussing guns with their patients (or not think about it). But research has shown there are situations when access to firearms is a potential risk factor and raising this issue can be not only appropriate but necessary. Dr. Michael Victoroff, who is a firearms safety expert, addresses some scenarios associated with guns that can arise in the clinical setting. These range from imminent danger (e.g., suicide risk) to general considerations that vary from household to household (e.g., storage methods). Dr. Victoroff offers guidance on how to approach this topic with non-conf...2020-12-2330 min