{
    "model": {
        "rank": 4215,
        "code": "thing-q120569",
        "model_id": "vr.tr.gastroenterology",
        "name": "gastroenterology",
        "purpose": "Enable an AI agent to recognise gastroenterology as a field of medical knowledge, assess the scope and authority of its representations, and route digestive-health questions to appropriate evidence and neighbouring specialties.",
        "family": "Thing Registry",
        "category": "Information and virtual systems",
        "status": "research-draft",
        "kind": "thing",
        "plane": "INF",
        "domain": "INF.KNW",
        "industry": "",
        "version": "",
        "url": "/models/thing/q120569/",
        "tier": 2,
        "score": 77,
        "payload": {
            "layer": "wikidata",
            "aliases": [
                "veterinary gastroenterology",
                "hepato-gastroenterology",
                "emetology"
            ],
            "aliasCount": 3,
            "merged": 3,
            "knownIn": 77,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q120569",
                "url": "https://www.wikidata.org/wiki/Q120569",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-09T19:43:41Z",
                "providers": [
                    "Codex"
                ],
                "breadth": "recalled by Codex without web access - no source was read",
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "seconds": 21.4,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a087b1-a6be-7de3-a651-56eb89d71012\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: gastroenterology\nSense to describe: (none recorded)\nDomain code: INF.KNW\nAlso known as: (none)\n\n\nContext for this batch of 695 things:\n# Batch 004: 1001",
                        "usd": 0,
                        "recall": true
                    },
                    "codex": {
                        "seconds": 59.7,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a087b1-a6b7-7241-9f8e-8d2cc76e38e6\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: gastroenterology\nRegistry id: vr.tr.gastroenterology\nPlane / domain: INF / INF.KNW\nRegistry definition: (none recorded)\nNames folded into this entry:"
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q120569",
                "registryId": "vr.tr.gastroenterology",
                "name": "gastroenterology",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "INF.KNW"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q120569/",
            "model": {
                "registry_id": "vr.tr.gastroenterology",
                "name": "gastroenterology",
                "purpose": "Enable an AI agent to recognise gastroenterology as a field of medical knowledge, assess the scope and authority of its representations, and route digestive-health questions to appropriate evidence and neighbouring specialties.",
                "definition": "Gastroenterology is the medical discipline concerned with the normal function, disorders, diagnosis and nonsurgical management of the digestive tract and associated organs, including the liver, biliary system and pancreas.",
                "scope_statement": "This model owns gastroenterology as a discipline concerned with digestive-system function, disorders, investigation and care, including its methods, internal divisions and convention-dependent boundaries; it does not represent an individual clinician, patient, procedure or institution.",
                "in_scope": [
                    "Digestive-system subject matter, including gastrointestinal, hepatic, biliary and pancreatic topics, with explicit boundary conventions",
                    "Relationships among digestive physiology, disease mechanisms, diagnosis, prevention and treatment knowledge",
                    "Gastroenterological methods, including endoscopy, physiological testing and interpretation of relevant diagnostic evidence",
                    "Subspecialty divisions and interfaces with hepatology, surgery, oncology, nutrition and paediatrics",
                    "Evidence standards, professional institutions and classification schemes that identify and organise the field"
                ],
                "out_of_scope": [
                    "Individual patient histories, diagnoses and treatment decisions",
                    "Practitioner identities, credentials and permissions to perform procedures",
                    "Detailed models of particular digestive diseases or anatomical structures",
                    "Specifications and operating instructions for endoscopes, diagnostic devices or medicines",
                    "Operational management of clinics, hospitals and professional societies",
                    "Individual publications and datasets as independently managed information objects"
                ],
                "distinguishing_features": [
                    "A representation qualifies as gastroenterology when it organises medical knowledge about digestive function and disorders; digestive anatomy alone is insufficient.",
                    "The subject is a discipline with questions and methods, rather than a gastroenterologist role or a collection of journal articles.",
                    "Its scope extends beyond the stomach and intestines, but the placement of hepatology and other adjacent areas must be tied to a named convention.",
                    "Endoscopy is one important method within the field; an endoscopy-only representation does not cover gastroenterology as a whole.",
                    "It includes knowledge about procedural and surgical care interfaces without equating the field with gastrointestinal surgery."
                ],
                "characteristics": [
                    {
                        "name": "Digestive subject coverage",
                        "kind": "category",
                        "unit_or_values": "Multi-select: oesophageal; gastric; small-intestinal; colorectal; anorectal; hepatic; biliary; pancreatic; cross-system",
                        "why_it_matters": "Shows which digestive topics a representation actually covers and exposes omissions."
                    },
                    {
                        "name": "Boundary convention",
                        "kind": "relation",
                        "unit_or_values": "Named professional, educational or bibliographic authority, with jurisdiction and version or date",
                        "why_it_matters": "Makes inclusion of neighbouring specialties explicit rather than treating a local arrangement as universal."
                    },
                    {
                        "name": "Population coverage",
                        "kind": "category",
                        "unit_or_values": "Adult; paediatric; lifespan; explicitly restricted population",
                        "why_it_matters": "Prevents adult-focused knowledge and institutional definitions from silently standing for the entire field."
                    },
                    {
                        "name": "Method coverage",
                        "kind": "category",
                        "unit_or_values": "Clinical assessment; laboratory investigation; imaging interpretation; endoscopy; histopathological correlation; physiological testing; intervention research",
                        "why_it_matters": "Distinguishes broad disciplinary coverage from a representation limited to a single technique."
                    },
                    {
                        "name": "Knowledge orientation",
                        "kind": "category",
                        "unit_or_values": "Basic mechanisms; translational research; clinical investigation; prevention; therapeutic care; population health",
                        "why_it_matters": "Clarifies whether a resource explains digestive mechanisms, supports clinical reasoning or addresses population-level questions."
                    },
                    {
                        "name": "Neighbouring-field relationship",
                        "kind": "relation",
                        "unit_or_values": "Includes; overlaps; refers to; jointly manages; differentiated from, each with a named counterpart and supporting convention",
                        "why_it_matters": "Supports routing across hepatology, surgery, oncology, nutrition and other interfaces without duplicating their models."
                    },
                    {
                        "name": "Evidence review state",
                        "kind": "state",
                        "unit_or_values": "Unassessed; source-verified; contested; superseded; review due",
                        "why_it_matters": "Separates an organised draft of the field from a representation whose substantive claims have been checked."
                    },
                    {
                        "name": "Classification placement",
                        "kind": "relation",
                        "unit_or_values": "Verified scheme name, edition, code and preferred label; unmapped when not verified",
                        "why_it_matters": "Enables comparison across library, research and specialty taxonomies without inventing equivalent codes."
                    }
                ],
                "affordances": [
                    "Determine whether a question concerns gastroenterology and identify its digestive-system focus.",
                    "Route a topic to a relevant subfield or neighbouring specialty while retaining shared responsibility where appropriate.",
                    "Identify the kinds of evidence and investigative methods relevant to a digestive-health knowledge question.",
                    "Compare competing definitions of the field using their authorities, jurisdictions and dates.",
                    "Audit a proposed gastroenterology knowledge resource for missing populations, organ systems, methods and unresolved boundaries.",
                    "Flag claims that require updated research or qualified clinical interpretation before use in care."
                ]
            },
            "sources": [],
            "structure": {
                "bundles": [
                    {
                        "id": "digestive-subject-and-explanatory-scope",
                        "name": "Digestive subject and explanatory scope",
                        "description": "Records what digestive phenomena the field explains and how those phenomena become medical questions.",
                        "rationale": "Gastroenterology must be recognisable through its subject matter without being reduced to an organ list or disease catalogue.",
                        "layers": [
                            {
                                "id": "organ-and-function-coverage",
                                "name": "Organ and function coverage",
                                "description": "Connects digestive territories to the functions studied across them.",
                                "findings": [
                                    {
                                        "id": "digestive-territories-and-functions",
                                        "name": "Digestive territories and functions",
                                        "description": "Record coverage of gastrointestinal and associated organs alongside functions such as motility, secretion, digestion, absorption and barrier activity.",
                                        "questions": [
                                            {
                                                "text": "Which gastrointestinal, hepatic, biliary and pancreatic topics does the adopted definition include?",
                                                "kind": "definition",
                                                "id": "digestive-territories-and-functions-q01"
                                            },
                                            {
                                                "text": "How does the representation connect organ-specific topics with functions that span several digestive territories?",
                                                "kind": "boundary",
                                                "id": "digestive-territories-and-functions-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "mechanisms-and-clinical-phenomena",
                                "name": "Mechanisms and clinical phenomena",
                                "description": "Organises the connections among digestive mechanisms, symptoms, syndromes and established disease entities.",
                                "findings": [
                                    {
                                        "id": "levels-of-digestive-explanation",
                                        "name": "Levels of digestive explanation",
                                        "description": "Distinguish symptom-based questions, physiological disturbances and disease mechanisms without assuming that one level establishes another.",
                                        "questions": [
                                            {
                                                "text": "Does a represented topic concern a symptom, syndrome, functional disturbance, structural lesion or established disease entity?",
                                                "kind": "definition",
                                                "id": "levels-of-digestive-explanation-q01"
                                            },
                                            {
                                                "text": "What evidence supports the proposed connection between a digestive mechanism and the clinical phenomenon being explained?",
                                                "kind": "provenance",
                                                "id": "levels-of-digestive-explanation-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "digestive-investigation-and-intervention",
                        "name": "Digestive investigation and intervention",
                        "description": "Describes the investigative and therapeutic approaches that give gastroenterology its methodological identity.",
                        "rationale": "An agent needs to distinguish the field's methods and their evidential roles without treating the discipline model as procedural instructions.",
                        "layers": [
                            {
                                "id": "diagnostic-methods",
                                "name": "Diagnostic methods",
                                "description": "Places endoscopy and complementary investigations within digestive diagnostic reasoning.",
                                "findings": [
                                    {
                                        "id": "complementary-investigative-evidence",
                                        "name": "Complementary investigative evidence",
                                        "description": "Record how clinical assessment, laboratory tests, imaging, endoscopy, tissue examination and physiological testing address different digestive questions.",
                                        "questions": [
                                            {
                                                "text": "Which investigative methods address structure, inflammation, function or tissue-level change for this topic?",
                                                "kind": "definition",
                                                "id": "complementary-investigative-evidence-q01"
                                            },
                                            {
                                                "text": "What does each method measure or observe, and which interpretations require additional evidence?",
                                                "kind": "measurement",
                                                "id": "complementary-investigative-evidence-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "therapeutic-methods-and-interfaces",
                                "name": "Therapeutic methods and interfaces",
                                "description": "Maps medical, nutritional, endoscopic and surgical approaches as areas of knowledge and collaboration.",
                                "findings": [
                                    {
                                        "id": "intervention-scope-and-responsibility",
                                        "name": "Intervention scope and responsibility",
                                        "description": "Record which intervention classes the field studies and where delivery depends on another specialty or separately verified competence.",
                                        "questions": [
                                            {
                                                "text": "Which medical, dietary, behavioural and endoscopic intervention classes are relevant to the represented digestive topic?",
                                                "kind": "definition",
                                                "id": "intervention-scope-and-responsibility-q01"
                                            },
                                            {
                                                "text": "Where does investigation or treatment require collaboration with surgery, oncology, nutrition or another specialty under the named practice convention?",
                                                "kind": "boundary",
                                                "id": "intervention-scope-and-responsibility-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "subfields-populations-and-shared-boundaries",
                        "name": "Subfields, populations and shared boundaries",
                        "description": "Makes internal divisions and overlapping specialty responsibilities explicit.",
                        "rationale": "Gastroenterology's edges vary across institutions and populations, so routing requires stated conventions rather than a universal hierarchy.",
                        "layers": [
                            {
                                "id": "subspecialty-organisation",
                                "name": "Subspecialty organisation",
                                "description": "Records how specialised digestive topics relate to the broader discipline.",
                                "findings": [
                                    {
                                        "id": "digestive-subfield-placement",
                                        "name": "Digestive subfield placement",
                                        "description": "Represent the placement of hepatology, pancreatobiliary practice, inflammatory bowel disease, motility and other specialised areas using identified authorities.",
                                        "questions": [
                                            {
                                                "text": "Which named authority recognises each subfield, and does it describe a formal specialty, a training focus or a research area?",
                                                "kind": "provenance",
                                                "id": "digestive-subfield-placement-q01"
                                            },
                                            {
                                                "text": "Under that authority, is hepatology included within gastroenterology, separately organised or shared?",
                                                "kind": "boundary",
                                                "id": "digestive-subfield-placement-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "population-and-system-interfaces",
                                "name": "Population and system interfaces",
                                "description": "Captures population-specific scope and digestive questions shared with other medical fields.",
                                "findings": [
                                    {
                                        "id": "population-sensitive-topic-routing",
                                        "name": "Population-sensitive topic routing",
                                        "description": "Record differences in disciplinary coverage for children and adults and identify cross-system questions requiring shared expertise.",
                                        "questions": [
                                            {
                                                "text": "Does the source define adult gastroenterology, paediatric gastroenterology or a field spanning both?",
                                                "kind": "boundary",
                                                "id": "population-sensitive-topic-routing-q01"
                                            },
                                            {
                                                "text": "Which aspects of a topic should be routed to paediatrics, immunology, infectious diseases, oncology or nutrition, and what convention supports that routing?",
                                                "kind": "action",
                                                "id": "population-sensitive-topic-routing-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "disciplinary-authority-and-evidence",
                        "name": "Disciplinary authority and evidence",
                        "description": "Identifies the institutions, classifications and evidence practices through which gastroenterology is defined and revised.",
                        "rationale": "The agent must establish that a field representation has traceable authority while distinguishing institutional recognition from evidence for a medical claim.",
                        "layers": [
                            {
                                "id": "institutional-and-taxonomic-recognition",
                                "name": "Institutional and taxonomic recognition",
                                "description": "Connects the field to verified specialty definitions, educational frameworks, journals and classification entries.",
                                "findings": [
                                    {
                                        "id": "verified-markers-of-the-field",
                                        "name": "Verified markers of the field",
                                        "description": "Record sources that explicitly define or organise gastroenterology, keeping their jurisdictions, editions and purposes distinct.",
                                        "questions": [
                                            {
                                                "text": "Which learned-society definitions, training curricula, journal scope statements or reference works explicitly describe the field's remit?",
                                                "kind": "provenance",
                                                "id": "verified-markers-of-the-field-q01"
                                            },
                                            {
                                                "text": "Which exact entries place gastroenterology in relevant classification schemes, and which editions were checked?",
                                                "kind": "provenance",
                                                "id": "verified-markers-of-the-field-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "evidence-appraisal-and-revision",
                                "name": "Evidence appraisal and revision",
                                "description": "Records how digestive-health claims are supported, qualified and updated.",
                                "findings": [
                                    {
                                        "id": "claim-specific-evidence-status",
                                        "name": "Claim-specific evidence status",
                                        "description": "Separate mechanistic explanations, diagnostic-performance claims and intervention recommendations, with evidence appropriate to each and explicit unresolved disagreement.",
                                        "questions": [
                                            {
                                                "text": "What source type and studied population support each diagnostic, mechanistic or therapeutic claim?",
                                                "kind": "provenance",
                                                "id": "claim-specific-evidence-status-q01"
                                            },
                                            {
                                                "text": "What new guideline, conflicting result or change in method would trigger review of the represented claim?",
                                                "kind": "action",
                                                "id": "claim-specific-evidence-status-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "evidence-and-external-alignment",
                        "name": "Evidence and external alignment",
                        "description": "What the world already says about this thing, gathered so the model can be checked against it.",
                        "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.",
                        "layers": [
                            {
                                "id": "reported-evidence",
                                "name": "Reported evidence",
                                "description": "Findings from the breadth pass, kept separate from the structural claims.",
                                "findings": [
                                    {
                                        "id": "evidence-confidence-notes",
                                        "name": "Check these first",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "This describes the clinical medical discipline; no separate registry sense was supplied.",
                                            "The listed varieties mix recognized specialties and areas of focused practice; their formal status depends on jurisdiction.",
                                            "Organizations and the MeSH descriptor are recalled without source inspection; current guideline editions and training requirements require verification."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-confidence-notes-q01",
                                                "text": "Which of these check these first hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-kinds",
                                        "name": "Kinds and varieties",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Adult gastroenterology",
                                            "Pediatric gastroenterology",
                                            "Hepatology",
                                            "Interventional gastroenterology",
                                            "Neurogastroenterology and motility"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-identifiers",
                                        "name": "Identifiers and schemes",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            {
                                                "scheme": "Medical Subject Headings (MeSH)",
                                                "value_or_pattern": "Gastroenterology",
                                                "note": "A controlled subject descriptor maintained by the US National Library of Medicine; it identifies the discipline rather than an individual disease."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-identifiers-q01",
                                                "text": "Which of these identifiers and schemes hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-standards-and-regulation",
                                        "name": "Standards and regulation",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "American Society for Gastrointestinal Endoscopy guidelines address endoscopic practice, safety and quality.",
                                            "European Society of Gastrointestinal Endoscopy guidelines address gastrointestinal endoscopic practice.",
                                            "American College of Gastroenterology clinical practice guidelines address digestive diseases.",
                                            "Accreditation Council for Graduate Medical Education program requirements govern accredited US gastroenterology fellowship training."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-standards-and-regulation-q01",
                                                "text": "Which of these standards and regulation hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-real-world-use",
                                        "name": "Real-world use",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Investigating digestive symptoms through clinical assessment, laboratory testing, imaging and endoscopy.",
                                            "Diagnosing and managing disorders such as inflammatory bowel disease, peptic ulcer disease and disorders of gut-brain interaction.",
                                            "Screening for colorectal cancer and removing precancerous polyps.",
                                            "Treating gastrointestinal bleeding and selected biliary or pancreatic disorders through endoscopic procedures.",
                                            "Researching digestion, intestinal inflammation, motility and interactions between the gut microbiome and its host."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-failure-modes-and-hazards",
                                        "name": "Failure modes and hazards",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Diagnostic error can delay recognition of malignancy, gastrointestinal bleeding or inflammatory disease.",
                                            "Endoscopic procedures can cause bleeding, perforation and sedation-related complications.",
                                            "Inadequate endoscope reprocessing can transmit infection.",
                                            "Unnecessary investigations can expose patients to procedural risks and incidental findings.",
                                            "Failure to recognize nutritional, psychological or systemic contributors can lead to incomplete assessment."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-regional-variation",
                                        "name": "Regional variation",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Training routes, specialist recognition and procedure privileges vary by national medical accreditation and licensing systems.",
                                            "Hepatology may be integrated into gastroenterology or organized as a distinct specialty or service.",
                                            "Access to endoscopy and organized colorectal cancer screening varies between health systems."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-regional-variation-q01",
                                                "text": "Which of these regional variation hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-neighbours",
                                        "name": "Neighbouring kinds and how to tell them apart",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            {
                                                "name": "Hepatology",
                                                "difference": "Focuses on the liver and its diseases; gastroenterology covers the broader digestive system, with hepatology often treated as a subspecialty."
                                            },
                                            {
                                                "name": "Gastrointestinal surgery",
                                                "difference": "Centers on operative treatment; gastroenterology centers on medical and endoscopic diagnosis and treatment, although procedural boundaries overlap."
                                            },
                                            {
                                                "name": "Colorectal surgery",
                                                "difference": "Focuses on surgical management of disorders of the colon, rectum and anus, a narrower anatomical and therapeutic scope."
                                            },
                                            {
                                                "name": "Nutrition science",
                                                "difference": "Studies nutrients, diet and their effects across health and disease; gastroenterology focuses on digestive function and disorders."
                                            },
                                            {
                                                "name": "Gastroenterologist",
                                                "difference": "Names a practitioner trained in the discipline rather than the discipline itself."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of gastroenterology this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Which authoritative definition should anchor the registry entry, and should it use an international scope or a named jurisdiction's specialty convention?",
                "How should hepatology and paediatric gastroenterology be linked to this entry if the registry or existing world models represent them separately?",
                "Which exact classification codes and editions place gastroenterology appropriately, and how do their scopes differ?",
                "Which defining handbooks, society statements and curricula best substantiate the proposed subject and method coverage?",
                "Does an existing world model already cover this disciplinary concept, requiring a registry link instead of a separate publication?"
            ],
            "statistics": {
                "bundles": 5,
                "layers": 9,
                "findings": 16,
                "questions": 24
            }
        },
        "draft": {
            "generator": "vr.draft.v3",
            "status": "draft-generated",
            "researched": false,
            "archetype": "discipline or field of knowledge",
            "method": "Written from the archetype playbook - what this kind of thing needs beyond identity and provenance - and from the structure that recurred across 6,333 models already researched by two engines. Applied to this entry by rule. No source was read for this thing and no claim here is researched. This entry carries no facets of its own, so they were inferred from its domain - a guess about a whole domain applied to one thing.",
            "facetsInferred": true,
            "nextPass": "A researcher replaces this draft with a sourced specification. Treat every sentence below as a proposal to argue with.",
            "purpose": "Give an agent a durable, checkable way to recognise a gastroenterology, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise gastroenterology as a field of medical knowledge, assess the scope and authority of its representations, and route digestive-health questions to appropriate evidence and neighbouring specialties.",
            "characteristics": {
                "substance": "information",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "read and interpreted"
            ],
            "distinguishingFeatures": [
                "Names folded into this entry, which a task may need to split apart again: veterinary gastroenterology, hepato-gastroenterology, emetology.",
                "3 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.",
                "Described in 77 Wikipedia languages, which is a measure of how widely the thing is known, not of how important it is."
            ],
            "openQuestionsForResearch": [
                "Which of the bundles below does a real task actually need, and which are ceremony?",
                "What does this thing have that the facets do not capture at all?",
                "Which neighbouring kind is most often confused with a gastroenterology, and on what evidence are they told apart?"
            ],
            "whatItIsMadeOf": "content that has to be carried by something else",
            "physicalCharacter": [
                "Does nothing on its own; everything it does, something else did to it.",
                "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing."
            ],
            "whatCanBeDoneWithIt": [
                "read it and act on what it says"
            ],
            "howItIsRecognised": [],
            "relatedModels": [
                {
                    "relation": "covers",
                    "note": "Finer kinds folded into this entry because telling them apart needs a task that asks for it. Each is a model waiting to be split out when one does.",
                    "targets": [
                        "veterinary gastroenterology",
                        "hepato-gastroenterology",
                        "emetology"
                    ]
                }
            ],
            "standing": "Described in 77 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 3 finer distinctions are held inside this entry as names rather than as separate models.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one gastroenterology from another, and a gastroenterology from things that resemble it.",
                        "rationale": "Recognition comes before every other claim. Without stable identity nothing else in the model can be trusted to be about the same thing twice.",
                        "layers": [
                            {
                                "id": "naming-and-identifiers",
                                "name": "Names and identifiers",
                                "description": "The names this thing goes by and the identifiers that survive translation and time.",
                                "findings": [
                                    {
                                        "id": "preferred-name-and-aliases",
                                        "name": "Preferred name, aliases and local names",
                                        "description": "Which name to use, which names mean the same thing, and which merely sound similar.",
                                        "questions": [
                                            {
                                                "id": "preferred-name-and-aliases-q01",
                                                "text": "What identifies and describes the name of a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q02",
                                                "text": "Who or what asserted this about the name of a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "preferred-name-and-aliases-q03",
                                                "text": "What may an agent decide or do once the name of a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "stable-identifiers",
                                        "name": "Stable identifiers and external keys",
                                        "description": "Identifiers that keep pointing at this kind of thing across systems and languages.",
                                        "questions": [
                                            {
                                                "id": "stable-identifiers-q01",
                                                "text": "What identifies and describes an identifier for a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q02",
                                                "text": "Who or what asserted this about an identifier for a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stable-identifiers-q03",
                                                "text": "What may an agent decide or do once an identifier for a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "classification-and-granularity",
                                "name": "Classification and granularity",
                                "description": "Where a gastroenterology sits among kinds, and how finely a task needs to cut it.",
                                "findings": [
                                    {
                                        "id": "kind-and-parents",
                                        "name": "Kind, parents and neighbouring kinds",
                                        "description": "The classes this thing belongs to and the ones it is next to.",
                                        "questions": [
                                            {
                                                "id": "kind-and-parents-q01",
                                                "text": "What identifies and describes the kind of a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q02",
                                                "text": "Who or what asserted this about the kind of a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "kind-and-parents-q03",
                                                "text": "What may an agent decide or do once the kind of a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    },
                                    {
                                        "id": "distinguishing-features",
                                        "name": "Distinguishing features",
                                        "description": "What separates a gastroenterology from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q02",
                                                "text": "Who or what asserted this about what distinguishes a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "distinguishing-features-q03",
                                                "text": "What may an agent decide or do once what distinguishes a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "state-and-lifecycle",
                        "name": "State and lifecycle",
                        "description": "The states a gastroenterology passes through and the events that move it between them.",
                        "rationale": "Most decisions about a thing depend on what state it is in now, which is a claim with a time on it, not a property.",
                        "layers": [
                            {
                                "id": "lifecycle-stages",
                                "name": "Lifecycle stages",
                                "description": "From coming into existence to ceasing to be one of these.",
                                "findings": [
                                    {
                                        "id": "stages-and-transitions",
                                        "name": "Stages and transitions",
                                        "description": "The stages worth naming and what moves a gastroenterology between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q02",
                                                "text": "Who or what asserted this about the lifecycle of a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "stages-and-transitions-q03",
                                                "text": "What may an agent decide or do once the lifecycle of a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "observations-and-status",
                                "name": "Observations and current status",
                                "description": "What is observed about a gastroenterology, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a gastroenterology is recorded so that it can be superseded rather than overwritten.",
                                        "questions": [
                                            {
                                                "id": "observation-record-q01",
                                                "text": "What identifies and describes an observation of a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q02",
                                                "text": "Who or what asserted this about an observation of a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "observation-record-q03",
                                                "text": "What may an agent decide or do once an observation of a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "content-and-access",
                        "name": "Content, encoding and access",
                        "description": "What a gastroenterology says, how it is encoded and who may read it.",
                        "rationale": "An informational thing carries content that can be copied, versioned and withheld, none of which its physical carrier explains.",
                        "layers": [
                            {
                                "id": "content-and-encoding",
                                "name": "Content and encoding",
                                "description": "The content itself, its format and its language.",
                                "findings": [
                                    {
                                        "id": "content-and-format",
                                        "name": "Content, format and language",
                                        "description": "What a gastroenterology contains and in what form it is held.",
                                        "questions": [
                                            {
                                                "id": "content-and-format-q01",
                                                "text": "What identifies and describes the content of a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "content-and-format-q02",
                                                "text": "Who or what asserted this about the content of a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "content-and-format-q03",
                                                "text": "What may an agent decide or do once the content of a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "access-and-rights",
                                "name": "Access, rights and retention",
                                "description": "Who may read, copy or change it, and for how long it is kept.",
                                "findings": [
                                    {
                                        "id": "access-rules",
                                        "name": "Access rules and retention",
                                        "description": "The permissions attached to a gastroenterology and the period it survives.",
                                        "questions": [
                                            {
                                                "id": "access-rules-q01",
                                                "text": "What identifies and describes access to a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "access-rules-q02",
                                                "text": "Who or what asserted this about access to a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "access-rules-q03",
                                                "text": "What may an agent decide or do once access to a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "subject-and-method",
                        "name": "Subject matter and method",
                        "description": "What gastroenterology studies and how it establishes anything.",
                        "rationale": "A field is identified by its questions and its methods, and those are what distinguish it from the fields next to it.",
                        "layers": [
                            {
                                "id": "subject",
                                "name": "Subject matter",
                                "description": "The questions it takes as its own.",
                                "findings": [
                                    {
                                        "id": "subject-record",
                                        "name": "Questions and objects of study",
                                        "description": "What it is about, stated so a neighbouring field can be told apart.",
                                        "questions": [
                                            {
                                                "id": "subject-record-q01",
                                                "text": "What questions and objects does gastroenterology take as its own?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "subject-record-q02",
                                                "text": "Which questions does it share with a neighbouring field, and who claims them?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "method",
                                "name": "Method and evidence",
                                "description": "How claims are established and what counts as evidence.",
                                "findings": [
                                    {
                                        "id": "method-record",
                                        "name": "Methods and standards of evidence",
                                        "description": "The methods used and what they are taken to establish.",
                                        "questions": [
                                            {
                                                "id": "method-record-q01",
                                                "text": "By what methods does gastroenterology establish claims, and what counts as sufficient evidence?",
                                                "kind": "provenance"
                                            },
                                            {
                                                "id": "method-record-q02",
                                                "text": "What kind of claim can this field not settle, and where should an agent look instead?",
                                                "kind": "action"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "institutions-and-classification",
                        "name": "Institutions and classification",
                        "description": "Where gastroenterology is practised and how catalogues place it.",
                        "rationale": "The institutional footprint is the evidence that a field exists as a field rather than as a topic.",
                        "layers": [
                            {
                                "id": "institutions",
                                "name": "Institutional markers",
                                "description": "Societies, journals, degrees and departments.",
                                "findings": [
                                    {
                                        "id": "institution-record",
                                        "name": "Bodies and venues",
                                        "description": "Where the field organises itself.",
                                        "questions": [
                                            {
                                                "id": "institution-record-q01",
                                                "text": "Which societies, journals or degrees mark gastroenterology as an established field?",
                                                "kind": "provenance"
                                            },
                                            {
                                                "id": "institution-record-q02",
                                                "text": "What would show that it is emerging or dissolving rather than established?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "classification",
                                "name": "Classification schemes",
                                "description": "Where library and research classifications put it.",
                                "findings": [
                                    {
                                        "id": "classification-record",
                                        "name": "Codes and their disagreements",
                                        "description": "The classification codes that place it, and where they differ.",
                                        "questions": [
                                            {
                                                "id": "classification-record-q01",
                                                "text": "Which classification schemes place gastroenterology, under what codes?",
                                                "kind": "definition"
                                            },
                                            {
                                                "id": "classification-record-q02",
                                                "text": "Where do those schemes disagree about its scope?",
                                                "kind": "boundary"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "provenance-and-evidence",
                        "name": "Provenance, evidence and time",
                        "description": "Where every claim about a gastroenterology came from and when it held.",
                        "rationale": "A claim without a source and a time cannot be superseded, only overwritten, and an agent that overwrites loses the ability to explain itself.",
                        "layers": [
                            {
                                "id": "source-and-authority",
                                "name": "Source and authority",
                                "description": "Who said it, on what evidence, and how strongly.",
                                "findings": [
                                    {
                                        "id": "claim-provenance",
                                        "name": "Claim provenance and confidence",
                                        "description": "The authority behind each claim about a gastroenterology and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q02",
                                                "text": "Who or what asserted this about a claim about a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "claim-provenance-q03",
                                                "text": "What may an agent decide or do once a claim about a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "time-and-versions",
                                "name": "Time, versions and supersession",
                                "description": "When a claim was true, when it was learnt, and what replaced it.",
                                "findings": [
                                    {
                                        "id": "validity-and-supersession",
                                        "name": "Validity period and supersession",
                                        "description": "How an old claim about a gastroenterology is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a gastroenterology, and in what units or vocabulary?",
                                                "kind": "definition",
                                                "answer_data": [
                                                    "identifiers",
                                                    "types and classes",
                                                    "values with units",
                                                    "explicit unknowns"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q02",
                                                "text": "Who or what asserted this about the validity of a claim about a gastroenterology, by which method, and when was it true?",
                                                "kind": "provenance",
                                                "answer_data": [
                                                    "authority",
                                                    "method",
                                                    "evidence",
                                                    "event time",
                                                    "knowledge time"
                                                ]
                                            },
                                            {
                                                "id": "validity-and-supersession-q03",
                                                "text": "What may an agent decide or do once the validity of a claim about a gastroenterology is known, and what must it refuse?",
                                                "kind": "action",
                                                "answer_data": [
                                                    "permitted actions",
                                                    "preconditions",
                                                    "refusals",
                                                    "escalation"
                                                ]
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "statistics": {
                "bundles": 6,
                "layers": 12,
                "findings": 14,
                "questions": 38
            }
        }
    }
}