{
  "vercy": "1.0-draft",
  "publication": {
    "status": "research-draft",
    "adjudicationStatus": "unreviewed",
    "publishableCanonical": false,
    "generatedAt": "2026-09-12T03:36:19Z",
    "providers": [
      "Claude"
    ],
    "breadth": "written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify",
    "pass": 2,
    "wave": 2,
    "engine": "claude",
    "enrichment": {
      "pass": 3,
      "engine": "claude",
      "producedAt": "2026-10-06T00:30:00Z",
      "ingestedAt": "2026-10-05T20:53:28+00:00",
      "fields": [
        "agent_conduct",
        "ethics",
        "owners"
      ]
    },
    "gate": {
      "passed": true,
      "version": "1.0",
      "at": "2026-10-06T19:52:02+00:00",
      "evidence": [
        "completeness 1.00",
        "sense: Wikidata description",
        "2 live sources",
        "review by codex: pass"
      ]
    }
  },
  "metaModel": {
    "id": "THING-Q83042",
    "registryId": "vr.tr.neurology",
    "name": "neurology",
    "version": "0.2.0-wave.2",
    "entryKind": "thing",
    "family": "Thing Registry",
    "domain": [
      "INF.KNW"
    ],
    "status": "research-draft"
  },
  "canonicalUrl": "https://ver.cy/models/thing/q83042/",
  "model": {
    "registry_id": "vr.tr.neurology",
    "name": "neurology",
    "purpose": "Let an agent explain neurology as a medical specialty and its scope and methods, describe common conditions and diagnostic tools in general terms, support understanding of neurological care, and route personal medical questions to clinicians.",
    "definition": "The branch of medicine concerned with disorders of the nervous system, including the brain, spinal cord, nerves and muscles, covering conditions such as stroke, epilepsy, multiple sclerosis, Parkinson disease, dementia, migraine and neuropathies, and using methods such as clinical examination, neuroimaging including magnetic resonance neurography, functional imaging, amyloid imaging and magnetoencephalography, and electrophysiology; neurologists diagnose and treat these conditions, often with neurosurgeons, psychiatrists and rehabilitation specialists.",
    "what_it_is_for": "Medicine of the nervous system.",
    "affordances": [
      "explain scope and methods",
      "describe conditions generally",
      "support understanding of care",
      "route personal questions"
    ],
    "distinguishing_features": [
      "Nervous system focus",
      "Diagnostic methods",
      "Chronic and acute conditions",
      "Multidisciplinary care"
    ],
    "appearance": "Not physical; a medical specialty.",
    "visual_identification": [
      "Medicine of brain, spinal cord, nerves and muscles",
      "Diagnosis and treatment",
      "Neuroscience is the research field; neurosurgery operates; psychiatry treats mental illness"
    ],
    "physical_properties": [],
    "families_and_kinds": [
      "stroke and vascular neurology",
      "epilepsy",
      "movement disorders",
      "neuromuscular and peripheral nerve disorders",
      "neuroimaging and neurophysiology as diagnostic subfields"
    ],
    "related_models": [
      {
        "relation": "is a kind of",
        "target": "medicine",
        "why": "category"
      },
      {
        "relation": "is a kind of",
        "target": "neuroscience",
        "why": "category"
      },
      {
        "relation": "is related to",
        "target": "aphasia",
        "why": "a neurological symptom"
      },
      {
        "relation": "is related to",
        "target": "headache",
        "why": "a common neurological complaint"
      }
    ],
    "identifiers": [],
    "standards_and_regulation": [
      "Specialty training and certification standards",
      "Clinical guidelines for neurological conditions",
      "Imaging and radiation safety standards"
    ],
    "failure_modes_and_hazards": [
      "Agents giving personal diagnostic advice",
      "Delayed recognition of emergencies such as stroke",
      "Overinterpreting imaging findings"
    ],
    "in_scope": [],
    "out_of_scope": [],
    "characteristics": [],
    "agent_conduct": {
      "may": [
        "Explain neurological conditions and the work of neurologists in general terms with sources.",
        "Urge immediate emergency care when someone describes signs of stroke, seizure or sudden weakness."
      ],
      "must_not": [
        "Diagnose a neurological condition or advise on treatment for a person.",
        "Delay emergency referral by asking questions when stroke signs are described.",
        "Present unproven treatments for dementia, epilepsy or multiple sclerosis as effective.",
        "Disclose a person's neurological diagnosis without consent."
      ],
      "requires_human": [
        "Any clinical decision for a person with a neurological condition."
      ]
    },
    "ethics": {
      "considerations": [
        "Time to treatment decides outcomes in stroke and some other emergencies.",
        "Neurological illness can affect capacity, so consent needs care."
      ],
      "affected_parties": [
        "Patients",
        "Families and carers",
        "Clinicians"
      ]
    },
    "owners": {
      "steward": "Nobody owns the field; medical licensing bodies regulate its practice.",
      "master_systems": []
    }
  },
  "sources": [
    {
      "id": "wikidata",
      "title": "Wikidata item Q83042: neurology",
      "url": "https://www.wikidata.org/wiki/Q83042",
      "url_status": "live",
      "what_it_supports": "identity and sense of the item",
      "checked_by": "wikidata-api"
    },
    {
      "id": "wikipedia-en",
      "title": "Wikipedia: Neurology",
      "url": "https://en.wikipedia.org/wiki/Neurology",
      "url_status": "live",
      "what_it_supports": "general description of the item",
      "checked_by": "wikidata-api sitelink"
    }
  ],
  "structure": {
    "bundles": [
      {
        "id": "understand",
        "name": "Understand",
        "description": "What neurology is.",
        "rationale": "Medicine.",
        "layers": [
          {
            "id": "scope",
            "name": "Scope",
            "description": "Scope and subfields.",
            "findings": [
              {
                "id": "scope-finding",
                "name": "Scope",
                "description": "Scope.",
                "questions": [
                  {
                    "text": "What does neurology cover, and how does it relate to neurosurgery, psychiatry and neuroscience?",
                    "kind": "definition"
                  },
                  {
                    "text": "Is the user asking about their own symptoms, which need a clinician?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          },
          {
            "id": "conditions",
            "name": "Conditions",
            "description": "Conditions.",
            "findings": [
              {
                "id": "conditions-finding",
                "name": "Conditions",
                "description": "Conditions.",
                "questions": [
                  {
                    "text": "What are the main neurological conditions, in general terms, according to health bodies?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits a specific condition?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "diagnose",
        "name": "Diagnose",
        "description": "Diagnostic methods.",
        "rationale": "General information.",
        "layers": [
          {
            "id": "imaging",
            "name": "Imaging",
            "description": "Neuroimaging.",
            "findings": [
              {
                "id": "imaging-finding",
                "name": "Imaging",
                "description": "Imaging.",
                "questions": [
                  {
                    "text": "How do magnetic resonance imaging, neurography, functional imaging, amyloid imaging and magnetoencephalography help diagnosis?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits a specific imaging method?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "examination",
            "name": "Examination",
            "description": "Examination and tests.",
            "findings": [
              {
                "id": "examination-finding",
                "name": "Examination",
                "description": "Examination.",
                "questions": [
                  {
                    "text": "What do neurological examination and electrophysiological tests involve?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Is a neurological emergency such as stroke happening now, requiring emergency services?",
                    "kind": "boundary"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "care",
        "name": "Care",
        "description": "Care and treatment.",
        "rationale": "Guidelines.",
        "layers": [
          {
            "id": "treatment",
            "name": "Treatment",
            "description": "Treatments.",
            "findings": [
              {
                "id": "treatment-finding",
                "name": "Treatment",
                "description": "Treatment.",
                "questions": [
                  {
                    "text": "What treatments and rehabilitation exist for neurological conditions, in general terms?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits a specific treatment?",
                    "kind": "action"
                  }
                ]
              }
            ]
          },
          {
            "id": "access",
            "name": "Access",
            "description": "Accessing care.",
            "findings": [
              {
                "id": "access-finding",
                "name": "Access",
                "description": "Access.",
                "questions": [
                  {
                    "text": "How are patients referred to neurologists, and what support organisations exist?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which entry fits patient support?",
                    "kind": "action"
                  }
                ]
              }
            ]
          }
        ]
      },
      {
        "id": "learn",
        "name": "Learn",
        "description": "History and research.",
        "rationale": "Education.",
        "layers": [
          {
            "id": "history",
            "name": "History",
            "description": "History.",
            "findings": [
              {
                "id": "history-finding",
                "name": "History",
                "description": "History.",
                "questions": [
                  {
                    "text": "How did neurology develop as a specialty, from Charcot to modern imaging?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which references are standard?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          },
          {
            "id": "research",
            "name": "Research",
            "description": "Research.",
            "findings": [
              {
                "id": "research-finding",
                "name": "Research",
                "description": "Research.",
                "questions": [
                  {
                    "text": "What research frontiers exist in neurology, and which findings are uncertain?",
                    "kind": "provenance"
                  },
                  {
                    "text": "Which misconceptions arise?",
                    "kind": "provenance"
                  }
                ]
              }
            ]
          }
        ]
      }
    ]
  },
  "openQuestions": [
    "Should each subspecialty be a separate entry?",
    "How should guidelines be linked?",
    "How should patient organisations be linked?"
  ],
  "statistics": {
    "bundles": 4,
    "layers": 8,
    "findings": 8,
    "questions": 16
  }
}