medicine
the branches of medical science that deal with nonsurgical techniques
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
recalled by Codex without web access - no source was read
Researched by: Codex
Purpose and description
Enable an AI agent to recognise medicine as a field of nonsurgical medical knowledge, assess the scope and evidential maturity of its branches, and determine appropriate uses of that knowledge.
Medicine in this sense is the group of clinical disciplines concerned with understanding, diagnosing, preventing and treating disease primarily through nonsurgical methods.
It can be Disambiguate references to medicine against the registry's nonsurgical disciplinary sense.; Map a proposed branch or technique to the field using an explicit boundary convention.; Organise diagnostic, prognostic and management knowledge by its clinical function and evidential basis.; Identify conflicting evidence, outdated guidance and unresolved disciplinary boundaries for review.; Route requests to related models for drugs, surgery, practitioners or individual care.; Explain what additional evidence or qualified review is needed before field-level knowledge can inform a particular application..
Distinguishing features
The referent is a field of knowledge with branches and methods, rather than a substance administered to a patient.
Its scope is explicitly tied to nonsurgical techniques; unqualified use of medicine to mean all healthcare does not establish a match.
Diagnostic and management knowledge is central to the referent; an exclusively foundational biological subject requires a stated relationship to this field.
Practitioners, journals and institutions provide evidence of disciplinary recognition but are not themselves instances of the field.
A technique's invasiveness alone does not settle whether it belongs here; the model must record the convention governing its relationship to surgery.
Scope
+ The registry-specific meaning of medicine and conventions defining its nonsurgical boundary
+ Branches organised around patient populations, organ systems, conditions or nonsurgical methods
+ Knowledge and reasoning used in medical assessment, diagnosis, prevention and nonsurgical management
+ Methods for producing, evaluating and revising medical knowledge
+ Classification and institutional recognition of the field and its branches
- Medicine in the sense of a drug or medicinal product
- Individual practitioners, professional roles and credentials
- Individual patient records, diagnoses and treatment decisions
- Surgical practice and operative techniques as independent subjects
- Hospitals, professional societies and publications as independently modelled entities
- Medical science as a whole where it exceeds the registry's nonsurgical sense
Characteristics
- Sense alignment
- registry nonsurgical sense | broader medical-science sense | medicinal-product sense | unresolved Prevents the common word medicine from silently expanding or changing the registered concept.
- Boundary convention
- Named defining authority or classification, with version, jurisdiction and scope statement Makes inclusion of branches and techniques inspectable rather than treating disciplinary boundaries as universal.
- Branch relationship
- included branch | overlapping field | foundational field | excluded neighbouring field, with rationale Distinguishes parts of this field from disciplines that merely contribute knowledge to it.
- Clinical knowledge function
- prevention | assessment | diagnosis | prognosis | nonsurgical management | monitoring | palliation Identifies the purpose served by a body of medical knowledge without representing an individual care episode.
- Technique boundary status
- included under named convention | shared with surgery | excluded under named convention | unresolved Supports explicit treatment of procedural and interdisciplinary boundary cases.
- Evidence appraisal status
- unappraised | appraised using named method | conflicting assessments | reassessment due Prevents disciplinary recognition from being mistaken for strong evidence for every claim within the field.
- Knowledge review interval
- Months since the recorded evidence review, attached to a defined topic or guidance item Helps identify knowledge requiring reassessment without assigning a single freshness score to all medicine.
- Institutional recognition
- Links to verified classification entries, curricula, societies, journals or defining reference works Provides traceable evidence of how the field is recognised and organised.
Analytical facets
- substance
- information
- origin
- conceptual
- agency
- inert
- mobility
- not-applicable
- scale
- not-applicable
- affordances
- readable
Also called
+68
Where this came from
oewn:2024 · CC BY 4.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 5 bundles · 9 layers · 15 findings · 23 questions.
Disciplinary identity and boundaries Establishes which sense of medicine is represented and how its nonsurgical scope is delimited.
The registered definition is narrower than several common uses of medicine, making explicit sense and boundary control essential.
Registered sense
Anchors descriptions to the field of nonsurgical medical knowledge.
Sense and definition fit
Record whether a candidate description denotes this disciplinary sense, a broader medical field or a medicinal product.
- Does this use of medicine denote branches of medical science concerned with nonsurgical techniques? definition
- Which parts of the candidate description exceed or differ from the registry definition? boundary
Surgical and foundational interfaces
Makes boundaries with surgery and foundational biomedical sciences explicit.
Named boundary convention
Record the authority and reasoning used to include, share or exclude a branch or technique; do not use invasiveness as a sufficient boundary test.
- Which source or professional convention defines the nonsurgical boundary used here? provenance
- How does that convention classify procedural boundary cases and knowledge shared with surgery or foundational biomedical science? boundary
Branches and clinical subject matter Organises the field by its branches, populations, health problems and knowledge functions.
Medicine needs overlapping clinical perspectives without conflating an organ system, a disease and a recognised branch.
Branch composition
Records how recognised branches relate to the registered field.
Branch membership and overlap
Identify candidate branches and distinguish inclusion from overlap, dependency or alternative naming.
- Which branches are included under the selected definition, and what source supports each inclusion? provenance
- Is each candidate a branch of this field, a cross-cutting clinical focus or a neighbouring discipline? boundary
Clinical knowledge coverage
Describes the health problems and clinical purposes addressed by each body of knowledge.
Population, problem and function
Record relevant populations, conditions and clinical knowledge functions without creating patient-level records.
- Which populations, organ systems or health problems define this branch's subject matter? definition
- Does its knowledge address prevention, diagnosis, prognosis, management, monitoring or palliation, and where are its limits? boundary
Medical reasoning and evidence Captures how medical questions are investigated and how resulting claims are assessed.
Diagnostic accuracy, prognosis and treatment effects require different forms of evidence and cannot share an undifferentiated confidence label.
Question and method fit
Relates clinical questions to the methods and outcomes used to investigate them.
Clinical inference basis
Record whether a claim concerns diagnosis, prognosis, causation or intervention effects and identify the evidence supporting that inference.
- What type of clinical question does the claim answer, and which study methods support that answer? definition
- Which outcomes or performance measures were assessed, over what time horizon and in which population? measurement
Certainty and applicability
Separates confidence in evidence from its relevance to a proposed setting.
Evidence limits and review
Record appraisal methods, conflicting results, applicability limits and review dates for defined knowledge topics.
- Which appraisal method and sources support the recorded certainty, and what disagreement remains? provenance
- What population differences, methodological limitations or new evidence would require reassessment before application? action
Recognition and responsible use Connects the field to verifiable institutional classifications and defines how an agent may use its knowledge.
An agent must distinguish recognised disciplinary scope from evidence quality and from authority to make a clinical decision.
Institutional and classification markers
Records external evidence of the field's name, organisation and boundaries.
Verified disciplinary placement
Link to checked classification entries and institutional markers while recording whether they cover this narrow sense or medicine more broadly.
- Which verified classification entries, curricula, societies, journals or reference works recognise the field or its branches? provenance
- Does each marker describe the registry's nonsurgical sense or a broader category that only partially matches it? boundary
Knowledge to application
Defines the transition from organising disciplinary knowledge to applying it in a clinical context.
Agent action and handoff
Record which tasks are supported by the field model and which require patient context, current guidance or qualified clinical responsibility.
- Can the requested task be completed by classifying, retrieving or comparing medical knowledge, or does it require an individual clinical decision? action
- What additional context, current guidance and responsible clinical review are required for the proposed application? action
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Check these first
Recalled without web access and unsourced; every item is a lead to verify.
- This is a recall-based description; no sources were consulted.
- The listed kinds are illustrative specialties, not a universally accepted or mutually exclusive classification.
- Nonsurgical does not mean noninvasive: some medical specialties use invasive diagnostic and therapeutic procedures.
- Which of these check these first hold for the sense of medicine this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Internal medicine
- Paediatrics
- Neurology
- Psychiatry
- Dermatology
- Physical and rehabilitation medicine
- Which of these kinds and varieties hold for the sense of medicine this model covers, and on what evidence? provenance
Standards and regulation
Recalled without web access and unsourced; every item is a lead to verify.
- The World Medical Association's International Code of Medical Ethics sets out ethical duties of physicians.
- The World Medical Association's Declaration of Helsinki sets out ethical principles for medical research involving human participants.
- National or subnational medical regulators establish jurisdiction-specific requirements for licensure and professional conduct.
- Which of these standards and regulation hold for the sense of medicine this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Diagnosing disease through clinical history, physical examination and diagnostic investigations.
- Treating disease with medicines and other nonsurgical interventions.
- Managing chronic illness and coordinating care across specialties.
- Preventing disease and detecting it through appropriate screening.
- Supporting rehabilitation, symptom relief and palliative care.
- Which of these real-world use hold for the sense of medicine this model covers, and on what evidence? provenance
Failure modes and hazards
Recalled without web access and unsourced; every item is a lead to verify.
- Missed, delayed or incorrect diagnosis.
- Adverse drug reactions, interactions and prescribing errors.
- Overdiagnosis and unnecessary investigation or treatment.
- Failure to recognise when surgical or other specialist intervention is required.
- Fragmented care and communication failures.
- Which of these failure modes and hazards hold for the sense of medicine this model covers, and on what evidence? provenance
Regional variation
Recalled without web access and unsourced; every item is a lead to verify.
- Specialty boundaries, training pathways and recognised qualifications vary between jurisdictions.
- In some professional contexts, medicine contrasts with surgery; in others, it names the whole medical field.
- Internal medicine usually denotes adult care, whereas the requested nonsurgical sense can also encompass paediatric disciplines.
- Which of these regional variation hold for the sense of medicine this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Recalled without web access and unsourced; every item is a lead to verify.
- Surgery - Surgery centres on operative treatment; this sense centres on nonsurgical diagnosis and management, although care pathways overlap.
- Internal medicine - Internal medicine focuses on adult disease and is narrower than the full range of nonsurgical medical disciplines.
- Medicine as the entire medical field - The broader sense includes surgery and other medical disciplines; the requested sense distinguishes nonsurgical branches.
- Pharmacology - Pharmacology studies drugs and their effects; medicine applies multiple kinds of knowledge to clinical diagnosis and care.
- Medical profession - The profession comprises practitioners and their institutions; this entry describes a field of knowledge and practice.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of medicine this model covers, and on what evidence? provenance
What the second pass must settle
- Which authoritative definition most closely matches the registry's nonsurgical sense, and how does it distinguish medicine from internal medicine?
- Which branches belong within this entry under that definition, particularly where clinical work combines surgical and nonsurgical methods?
- How should procedural boundary cases be represented when classification conventions differ between specialties or jurisdictions?
- Which classification codes and institutional markers specifically support this sense rather than medicine or healthcare broadly?
- Does an existing Vercy world model already cover this concept, requiring a registry link rather than a separate publication?