{ "schema_version": "1.0", "project": "SURGIVISION showcase", "verified_date": "2026-11-03", "verification_method": "Opened the official publisher pages through web browsing and checked the relevant anatomy and procedure terminology sections. Verification records source access and content, not clinical approval of the showcase.", "scope": { "purpose": "Research-only sidecar for five specialty demos with two procedure contexts each.", "included": "Concise non-operative anatomy learning objectives, first-party patient education sources, terminology notes, and limits of a normal generic atlas.", "excluded": "Treatment recommendations, patient selection, operative sequences, instrument use, surgical planning, prognosis, and postoperative advice.", "source_classification": "First-party institutional patient education from NIH/NCI, NHS, and a professional hospital. These are authoritative educational summaries, not original clinical research studies or product validation studies.", "model_review": "No SURGIVISION model, mesh, labels, imaging data, or application was inspected. Objectives are proposed content and require the corresponding structures to be present and correctly identified.", "source_count": 10, "specialty_count": 5, "procedure_context_count": 10 }, "generic_atlas": { "appropriate_claim": "Explore labeled reference anatomy associated with each procedure context.", "recommended_demo_label": "Anatomy learning demo using a generic reference model.", "cannot_claim": [ "Patient-specific anatomy, CT/MRI reconstruction, measurements, disease location, or anatomical variants without the corresponding patient data and validated processing.", "Actual tumors, aneurysms, stenoses, diseased valves, gallstones, or tissue infiltration in a normal model. Any added disease example must be explicitly identified as illustrative.", "Diagnosis, disease staging, individualized risk, treatment suitability, or a clinical recommendation from reference anatomy alone.", "Safe surgical boundaries, operative guidance, procedure rehearsal, or training competency from a generic atlas.", "Validated blood flow, tissue mechanics, organ function, treatment effects, or clinical outcomes without separate simulation and validation evidence.", "Clinical accuracy certification, regulatory clearance, endorsement by the cited institutions, or validation of SURGIVISION merely because authoritative sources are cited." ], "interpretation": "These are research scope limits inferred from the difference between general educational references and patient-specific or validated clinical capabilities. They are not quotations from the sources." }, "specialties": [ { "id": "cardiovascular", "demo_title": "Cardiovascular Surgery", "scope": "Reference anatomy of coronary vessels and heart valves in CABG and valve replacement contexts.", "sources": [ { "id": "cv_nhlbi_cabg", "publisher": "National Heart, Lung, and Blood Institute, National Institutes of Health", "title": "Coronary Artery Bypass Grafting: What Is Coronary Artery Bypass Grafting?", "url": "https://www.nhlbi.nih.gov/health/coronary-artery-bypass-grafting", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_updated", "value": "2022-03-24" }, "relevant_sections": ["What Is Coronary Artery Bypass Grafting?"], "supports": "Coronary arteries supply the heart; the CABG explanation distinguishes those vessels from vessels elsewhere in the body." }, { "id": "cv_nhs_valve", "publisher": "NHS", "title": "What is a heart valve replacement?", "url": "https://www.nhs.uk/tests-and-treatments/heart-valve-replacement/what-it-is/", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_reviewed", "value": "2025-07-17" }, "relevant_sections": ["What is a heart valve replacement?"], "supports": "The heart has four valves controlling blood flow; aortic and mitral valves are on its left side. The page explicitly covers replacement terminology." } ], "procedures": [ { "id": "cabg", "title": "Coronary artery bypass grafting (CABG)", "anatomy_learning_objectives": [ "Identify labeled coronary vessels in relation to the heart.", "Explain that coronary arteries supply blood to heart tissue." ], "source_ids": ["cv_nhlbi_cabg"] }, { "id": "valve_replacement", "title": "Heart valve replacement", "anatomy_learning_objectives": [ "Locate the labeled aortic and mitral valves on the heart's left side.", "Distinguish heart valves, which regulate flow, from coronary blood vessels." ], "source_ids": ["cv_nhs_valve", "cv_nhlbi_cabg"] } ], "normal_generic_atlas_cannot_claim": [ "A person's coronary narrowing, graft targets, valve disease, valve size, or implant fit.", "Patient-specific blood flow or the physiological effect of bypass or valve replacement." ] }, { "id": "neuro", "demo_title": "Neurosurgery", "scope": "Reference brain regions, coverings, and associated blood vessels in brain tumor and aneurysm contexts.", "sources": [ { "id": "neuro_nci_cns", "publisher": "National Cancer Institute, National Institutes of Health", "title": "Adult Central Nervous System Tumors Treatment (PDQ) - Patient Version", "url": "https://www.cancer.gov/types/brain/patient/adult-brain-treatment-pdq", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "updated", "value": "2026-10-14" }, "relevant_sections": [ "General Information About Adult Central Nervous System Tumors", "The brain controls many important body functions", "Treatment Option Overview: Surgery" ], "supports": "Defines the cerebrum, cerebellum, brain stem, and meninges; distinguishes brain tissue and coverings and provides the brain tumor surgery context." }, { "id": "neuro_nhs_aneurysm", "publisher": "NHS", "title": "Brain aneurysm", "url": "https://www.nhs.uk/conditions/brain-aneurysm/", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_reviewed", "value": "2025-10-09" }, "relevant_sections": ["Opening definition", "Brain aneurysm surgery"], "supports": "Defines an aneurysm as a swelling in a brain blood vessel and confirms the aneurysm surgery context." } ], "procedures": [ { "id": "brain_tumor", "title": "Brain tumor surgery", "anatomy_learning_objectives": [ "Locate the cerebrum, cerebellum, and brain stem.", "Distinguish brain tissue from its meningeal coverings." ], "source_ids": ["neuro_nci_cns"] }, { "id": "brain_aneurysm", "title": "Brain aneurysm surgery", "anatomy_learning_objectives": [ "Identify labeled brain blood vessels separately from brain tissue.", "Explain that an aneurysm concerns a swollen blood vessel rather than a brain tissue mass." ], "source_ids": ["neuro_nhs_aneurysm", "neuro_nci_cns"] } ], "normal_generic_atlas_cannot_claim": [ "A person's tumor location, tumor boundaries, histology, functional brain mapping, or tissue displacement.", "An aneurysm's actual size, shape, rupture risk, or suitability for a particular intervention." ] }, { "id": "thoracic", "demo_title": "Thoracic Surgery", "scope": "Reference lung lobes, central airways, and pleura; conceptual comparison of lung tissue extent without operative steps.", "terminology_note": "Lung resection is an umbrella term that includes lobectomy. Keep the requested two contexts, but label the second as a general overview rather than implying two mutually exclusive operations.", "sources": [ { "id": "thoracic_nci_lung", "publisher": "National Cancer Institute, National Institutes of Health", "title": "Non-Small Cell Lung Cancer Treatment (PDQ) - Patient Version", "url": "https://www.cancer.gov/types/lung/patient/non-small-cell-lung-treatment-pdq", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "updated", "value": "2026-10-15" }, "relevant_sections": [ "General Information About Non-Small Cell Lung Cancer", "Treatment Option Overview: Surgery" ], "supports": "Describes three right lung lobes and two left lung lobes, trachea and bronchi, and pleura. Defines lobectomy as whole-lobe removal and distinguishes other resection extents." }, { "id": "thoracic_uclh_lung", "publisher": "University College London Hospitals NHS Foundation Trust", "title": "Thoracic Surgery - Information for patients: Having VATS / thoracotomy procedure", "url": "https://www.uclh.nhs.uk/patients-and-visitors/patient-information-pages/thoracic-surgery-information-patients-having-vats-thoracotomy-procedure", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_updated", "value": "2025-09-18" }, "relevant_sections": ["What is VATS?", "Why do I need a thoracotomy?"], "supports": "Identifies the pleura as chest lining and lists lobectomy, smaller lung resections, and whole-lung removal.", "interpretation_note": "Use the NCI whole-lobe definition for precise lobectomy wording; UCLH describes it more generally as removal of part of the lung." } ], "procedures": [ { "id": "lobectomy", "title": "Lobectomy", "anatomy_learning_objectives": [ "Identify the three right lung lobes and two left lung lobes.", "Distinguish one lung lobe from the whole lung and its central airways." ], "source_ids": ["thoracic_nci_lung"] }, { "id": "lung_resection", "title": "Lung resection - anatomy overview", "anatomy_learning_objectives": [ "Locate the pleural covering around the lungs.", "Compare the anatomical scale of a small lung region, one lobe, and a whole lung." ], "source_ids": ["thoracic_nci_lung", "thoracic_uclh_lung"] } ], "normal_generic_atlas_cannot_claim": [ "A person's lung lesion, cancer stage, microscopic margins, or individual airway and vessel branching.", "A safe resection boundary or predicted breathing capacity after lung tissue removal." ] }, { "id": "hepatobiliary", "demo_title": "Hepatobiliary Surgery", "scope": "Reference liver and gallbladder anatomy and the distinction between a liver region and the separate gallbladder organ.", "sources": [ { "id": "hpb_nci_liver", "publisher": "National Cancer Institute, National Institutes of Health", "title": "Liver Cancer Treatment", "url": "https://www.cancer.gov/types/liver/what-is-liver-cancer/treatment", "verified_date": "2026-11-03", "verification_status": "Opened via the older official NCI address and checked the destination content", "publisher_date": { "type": "updated", "value": "2025-05-08" }, "relevant_sections": ["Types of treatment: Surgery"], "supports": "Defines partial hepatectomy in terms of a portion of liver tissue, including a wedge or a lobe, and distinguishes remaining liver tissue.", "url_note": "The older adult-liver-treatment-pdq page redirected to this current official destination during verification." }, { "id": "hpb_gstt_gallbladder", "publisher": "Guy's and St Thomas' NHS Foundation Trust", "title": "Gallbladder removal surgery (cholecystectomy) - Overview", "url": "https://www.guysandstthomas.nhs.uk/health-information/gallbladder-removal-surgery-cholecystectomy", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_reviewed", "value": "2025-07", "precision": "month" }, "relevant_sections": ["Overview"], "supports": "Locates the gallbladder below the liver; distinguishes bile production in the liver from bile storage in the gallbladder; confirms cholecystectomy terminology." } ], "procedures": [ { "id": "liver_resection", "title": "Liver resection", "anatomy_learning_objectives": [ "Distinguish a region or lobe of liver tissue from the whole liver.", "Identify the gallbladder as a separate organ below the liver." ], "source_ids": ["hpb_nci_liver", "hpb_gstt_gallbladder"] }, { "id": "cholecystectomy", "title": "Cholecystectomy", "anatomy_learning_objectives": [ "Locate the gallbladder in relation to the liver.", "Distinguish the liver's bile production role from the gallbladder's storage role." ], "source_ids": ["hpb_gstt_gallbladder"] } ], "normal_generic_atlas_cannot_claim": [ "A person's liver lesion, gallstones, bile duct or vascular variants, or clinically appropriate tissue boundaries.", "Remaining liver functional reserve, future regeneration, or a safe operative dissection plane." ] }, { "id": "urological", "demo_title": "Urological Surgery", "scope": "Reference kidneys, renal blood vessels, and urine drainage in whole-kidney and partial-kidney contexts.", "terminology_note": "Nephrectomy can mean removal of all or part of a kidney. In this two-context showcase, label the first as whole-kidney context and the second as partial nephrectomy; do not present nephrectomy as always synonymous with radical nephrectomy.", "sources": [ { "id": "uro_mayo_nephrectomy", "publisher": "Mayo Clinic", "title": "Nephrectomy (kidney removal)", "url": "https://www.mayoclinic.org/tests-procedures/nephrectomy/about/pac-20385165", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "displayed_article_date", "value": "2024-09-10" }, "relevant_sections": ["Overview", "Why it's done: Kidney function"], "supports": "Explains nephrectomy as all-or-part kidney removal, distinguishes radical from partial nephrectomy, and describes the paired kidneys and their functions." }, { "id": "uro_niddk_kidneys", "publisher": "National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health", "title": "Your Kidneys & How They Work", "url": "https://www.niddk.nih.gov/health-information/kidney-disease/kidneys-how-they-work", "verified_date": "2026-11-03", "verification_status": "Opened and relevant text checked", "publisher_date": { "type": "last_reviewed", "value": "2018-06", "precision": "month" }, "relevant_sections": ["Opening anatomy description", "How does blood flow through my kidneys?"], "supports": "Locates kidneys on either side of the spine; identifies renal artery inflow, renal vein outflow, and ureter drainage to the bladder." } ], "procedures": [ { "id": "nephrectomy", "title": "Nephrectomy - whole-kidney context", "anatomy_learning_objectives": [ "Locate both kidneys on either side of the spine below the ribs.", "Distinguish a kidney's renal artery, renal vein, and ureter." ], "source_ids": ["uro_niddk_kidneys", "uro_mayo_nephrectomy"] }, { "id": "partial_nephrectomy", "title": "Partial nephrectomy", "anatomy_learning_objectives": [ "Distinguish a portion of kidney tissue from the whole kidney.", "Differentiate blood flow through renal vessels from urine drainage through the ureter." ], "source_ids": ["uro_mayo_nephrectomy", "uro_niddk_kidneys"] } ], "normal_generic_atlas_cannot_claim": [ "A person's kidney tumor, tumor boundary, cancer stage, or detailed vessel and collecting system anatomy.", "Suitability for partial nephrectomy, residual kidney function, or individualized treatment outcomes." ] } ] }