E06: The AI Revolution with Tom Davies

E06: The AI Revolution with Tom Davies

Doctors are already using AI to process their briefs. Some are using it well. Some are using tools they really shouldn't be. And almost nobody is talking about it openly. In this episode, Jess Marshall sits down with Tom Davies - solicitor and medico legal technologist - to examine what artificial intelligence actually looks like inside a medico legal practice, why the trust problem is the only problem that really matters, and what the courts are scrambling to figure out before the technology runs ahead of them. * The 800-page problem - what we pretend experts can do with vast documentation, and what they actually do * Hallucination and the trust layer - why traceability back to the source material is everything * What AI can do beyond reading documents - dictation, transcription, and report structuring * The moment a sceptical expert's eyes "popped out of his head" — and what the technology showed him * The court guidelines - NSW's 2025 practice direction, Victoria's approach, and where Tom thinks this is all heading * Why intent matters - how the same technology produces either precision or sloppiness depending on what you're asking it to do * Some of this is already settled. Much of it is still being worked out. None of it is going away. Brought to you by Medicolegal Melbourne. ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.

E05: Paediatric Challenges with Dr Anna Manolopoulos

Most paediatric IME assessments don't arrive straightforward. They arrive with a child who can't fully articulate what happened, a parent filling in the gaps, records that don't always align, and a developmental picture that changes everything about how you read the presentation. The job isn't just assessing the injury. It's working out what the child can actually tell you, what the adults around them are projecting, and what the evidence can genuinely support. Dr Anna Manolopoulos is a Melbourne-based orthopaedic surgeon with a subspecialty interest in paediatric orthopaedic surgery, operating across several of Melbourne's major public and private hospitals. She conducts IME assessments alongside a busy clinical practice spanning both adult and paediatric patients. Host Jess Marshall asks the questions every IME practitioner faces when the claimant is a child: * How do you take a reliable history when the person at the centre of the claim is too young, too anxious, or too developmentally limited to give one? * When a child's language sounds more like a 40-year-old's than their own, how do you document that without overstepping what you can actually prove? * At what point does parental involvement shift from helpful context to a variable that compromises your assessment? * How do you interpret pain complaints and functional limitations in a population that has no tolerances framework and nothing to compare their experience to? * What are the ethical obligations specific to paediatric IME work - chaperoning, consent, and the grey zone around adolescent autonomy - that simply don't apply in the same way to adults? Dr Manolopoulos's approach starts with the child, not the guardian. She establishes engagement before she establishes history, and she applies clinical judgment with precision when the documentation supports it and honesty when it doesn't. On the challenge of separating what a child genuinely experiences from what they've absorbed from the adults around them: "Parents don't often coach their children. They really don't. But they often talk in front of their children about their own anxieties, and kids will absorb that. They might be repeating what they've been hearing." Dr Manolopoulos covers paediatric history-taking frameworks, functional assessment across developmental stages, managing parental presence without compromising independence, pain interpretation in young claimants, non-accidental injury screening, and how to handle a frustrated WorkCover claimant honestly without overstepping your role as assessor. Medico-Legal Mastery is proudly supported by Melbourne Medicolegal. ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.

E04: Multi-Cause Cases with Dr Pamela Boekel

Most medico-legal cases don't arrive clean. They arrive with decades of GP notes, pre-existing pathology, and a new incident sitting on top of all of it. The job isn't just assessing what happened. It's working out what was already there, what changed, and what the evidence can actually support. Dr Pamela Boekel is a Melbourne-based orthopedic surgeon specialising in shoulder and elbow surgery, with appointments across the Northern Hospital and Health Network, St Vincent's East Melbourne, and John Faulkner Hospital. She conducts IME assessments every week alongside an active public and private clinical practice. Host Jess Marshall asks the questions every IME practitioner faces in complex, multi-cause scenarios: * When a claimant has decades of pre-existing pathology and a new incident layered on top, where do you even begin? * What does the AMA Guides framework actually allow you to apportion when prior documentation is incomplete or missing entirely? * Why do compensable cases consistently trend worse than equivalent non-compensable presentations, and what does that mean for natural history opinions? * How do you assess delayed presentation without defaulting to skepticism? * When objective findings and subjective complaints diverge across multiple claims, how do you separate what belongs to what? * Dr Boekel's approach starts with the patient, not the file. She establishes baseline before she opens the records, and she applies the Guides with precision when the documentation supports it and honesty when it doesn't. On the gap between what a patient experiences and what a report can capture: "It doesn't give a full picture. And certainly I do feel for these patients when they have these separated claims which we can't combine." Dr Boekel covers multi-cause assessment frameworks, incomplete records and apportionment, CRPS and the Budapest criteria, delayed presentation in physical workers, and what it means to be one of fewer than 100 female orthopedic surgeons in Australia. Medico-Legal Mastery is proudly supported by Melbourne Medicolegal. ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.

E03: Independent Medical Examinations with Dr Daniel Robin

The IME examiner is not there to treat the person sitting across from them. They're there to document what they see, report the facts, and leave the rest to the courts. The moment that line blurs, independence is gone. Mr. Daniel Robin is a Melbourne-based orthopaedic surgeon and sub-specialist in complex hip and knee surgery, trained across leading centres in London, Bristol, and Switzerland. Host Jess Marshall asks the questions every IME practitioner has to answer: * How do you shift from treating patients to assessing claimants — and why does getting it wrong undermine your entire report? * What does undressing, walking in, and getting off the examination couch tell you that formal testing never will? * When subjective complaints and objective findings diverge, what are your ethical obligations? * How do you assess functional impact when the objective pathology looks minor? * Mr. Robin's approach is built on factual discipline and clinical observation. He establishes independence from the first sentence of every examination. And his guiding principle for handling credibility gaps: "It's not my job to figure out what is true. My job is to document the facts as they are presented to me." Mr. Robin covers the treating-versus-examining mindset, behavioural observation techniques, reporting language that holds up under scrutiny, conflicts of interest in medical negligence cases, causation in degenerative conditions, and why every IME report ultimately exists to serve one purpose - making the court's job easier. Medico-Legal Mastery is proudly supported by Melbourne Medicolegal. ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.

E02: Language & Neutrality with Dr Stephen Doig

The words you choose can change a patient's life. So what's the difference between language that helps and language that harms? Dr. Stephen Doig is an orthopaedic surgeon specializing in major trauma with extensive medico-legal experience. Host Jess Marshall asks the questions every medico-legal expert faces: * How do you establish trust and neutrality from the moment a patient walks in? * What happens when your language creates litigation instead of resolution? * How do you address another surgeon's work without doing harm? * When documentation conflicts with patient history, which do you trust? * Dr. Doig's approach centers on mutual respect and strategic word choice. He demonstrates independence by showing patients referral letters from both sides. And his guiding principle for handling suboptimal outcomes: "You can say exactly the same thing in two completely opposite ways, with diametrically opposed outcomes." Dr. Doig covers the power of neutral language, avoiding the assessor-to-treater shift, managing hostile or defensive examinees, the distinction between impairment and disability, handling excessive documentation, and why the way you describe a clinical finding determines whether a patient spends the next three years in court—or gets the help they actually need. Medico-Legal Mastery is proudly supported by Melbourne Medicolegal. ---------------------------------------- Hosted on Acast. See acast.com/privacy [https://acast.com/privacy] for more information.