World Models · Published

Public Health / Epidemiology

Represent governed population and cohort-grain health surveillance, indicator series, signals, outbreaks, immunization coverage, public-health measures and epidemiologic assessments without importing person-grain health records.

AI YAMLAGENTS.mdResearch evidence
Published. Research assurance: reviewable-draft. The Codex-only synthesis is published under an explicit repository-owner provider waiver. It passed structural validation and a separate no-tools adversarial audit, but remains a reviewable draft until independent second-provider review and the holds below are closed.
Catalogue IDWM-ACT-023
Version0.3.0-research.1
Previous version-
Typeaggregate
ValidationPassed
Synthesis digestsha256:3c3fa4c57771ead1…
10Sources
7Bundles
16Layers
32Findings
96Questions
28Artifacts
Format-independent logical structure

Bundles → Layers → Findings → Questions + Artifacts

population-scope-and-mandatePopulation scope and mandate2 layers

Defines the governed population-health observation frame and responsible authority.

population-cohort-and-placePopulation, cohort and place2 findings

The people-at-risk frame and its spatial and membership semantics.

target-population-and-cohort-definition

Target population and cohort definition

Versioned inclusion, exclusion, age, sex, risk, eligibility and denominator criteria at permitted aggregate grain.

Questions
  1. What is currently asserted about target population and cohort definition for this population-health context, at which cohort, place and time grain?definition
    Expected answer
    • Target population and cohort definition
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish target population and cohort definition, with what observation time, evidence and uncertainty?spatial
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change target population and cohort definition without losing prior releases and provenance?quality
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Target population and cohort definition recordVersioned cohort-grain public-health record supporting target population and cohort definition with provenance and disclosure marking.
geographic-area-time-period-and-grain

Geographic area, time period and grain

Authoritative area references, observation period, aggregation cadence and minimum publishable spatial-temporal grain.

Questions
  1. What is currently asserted about geographic area, time period and grain for this population-health context, at which cohort, place and time grain?spatial
    Expected answer
    • Geographic area, time period and grain
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish geographic area, time period and grain, with what observation time, evidence and uncertainty?constraint
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change geographic area, time period and grain without losing prior releases and provenance?classification
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Geographic area, time period and grain recordVersioned cohort-grain public-health record supporting geographic area, time period and grain with provenance and disclosure marking.
purpose-authority-and-profilePurpose, authority and profile2 findings

Public-health purpose, legal mandate and applicable profile.

surveillance-purpose-and-record-authority

Surveillance purpose and record authority

Declared prevention, detection, monitoring, evaluation or reporting purpose plus the authority that masters the aggregate.

Questions
  1. What is currently asserted about surveillance purpose and record authority for this population-health context, at which cohort, place and time grain?authority
    Expected answer
    • Surveillance purpose and record authority
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish surveillance purpose and record authority, with what observation time, evidence and uncertainty?quality
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change surveillance purpose and record authority without losing prior releases and provenance?constraint
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Surveillance purpose and record authority recordVersioned cohort-grain public-health record supporting surveillance purpose and record authority with provenance and disclosure marking.
jurisdiction-condition-and-profile-binding

Jurisdiction, condition and profile binding

Pinned jurisdiction, condition classification, case definition, disclosure profile and effective versions.

Questions
  1. What is currently asserted about jurisdiction, condition and profile binding for this population-health context, at which cohort, place and time grain?requirement
    Expected answer
    • Jurisdiction, condition and profile binding
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish jurisdiction, condition and profile binding, with what observation time, evidence and uncertainty?access
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change jurisdiction, condition and profile binding without losing prior releases and provenance?exception
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
indicator-and-seriesIndicator and series2 layers

Defines population-health measures and preserves comparable time-series observations.

indicator-definitionIndicator definition2 findings

Measure identity, semantics, computation and stratification.

indicator-identity-definition-and-unit

Indicator identity, definition and unit

Stable code, title, concept, value type, unit, direction and versioned semantic definition.

Questions
  1. What is currently asserted about indicator identity, definition and unit for this population-health context, at which cohort, place and time grain?identity
    Expected answer
    • Indicator identity, definition and unit
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish indicator identity, definition and unit, with what observation time, evidence and uncertainty?classification
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change indicator identity, definition and unit without losing prior releases and provenance?spatial
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Indicator identity, definition and unit recordVersioned cohort-grain public-health record supporting indicator identity, definition and unit with provenance and disclosure marking.
numerator-denominator-method-and-stratifiers

Numerator, denominator, method and stratifiers

Computation criteria, source population, standardization, weighting, stratifier definitions and exclusions.

Questions
  1. What is currently asserted about numerator, denominator, method and stratifiers for this population-health context, at which cohort, place and time grain?measurement
    Expected answer
    • Numerator, denominator, method and stratifiers
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish numerator, denominator, method and stratifiers, with what observation time, evidence and uncertainty?lifecycle
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change numerator, denominator, method and stratifiers without losing prior releases and provenance?validation
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Numerator, denominator, method and stratifiers recordVersioned cohort-grain public-health record supporting numerator, denominator, method and stratifiers with provenance and disclosure marking.
series-observation-and-qualitySeries observation and quality2 findings

Observed or estimated values, uncertainty, timeliness and correction.

value-count-rate-estimate-and-uncertainty

Value, count, rate, estimate and uncertainty

Keeps counts, proportions, rates, ratios, risks, modelled estimates, intervals and suppression states distinct.

Questions
  1. What is currently asserted about value, count, rate, estimate and uncertainty for this population-health context, at which cohort, place and time grain?measurement
    Expected answer
    • Value, count, rate, estimate and uncertainty
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish value, count, rate, estimate and uncertainty, with what observation time, evidence and uncertainty?authority
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change value, count, rate, estimate and uncertainty without losing prior releases and provenance?composition
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Value, count, rate, estimate and uncertainty recordVersioned cohort-grain public-health record supporting value, count, rate, estimate and uncertainty with provenance and disclosure marking.
data-quality-delay-revision-and-release

Data quality, delay, revision and release

Completeness, timeliness, coverage, bias, reporting delay, provisional or final status and correction lineage.

Questions
  1. What is currently asserted about data quality, delay, revision and release for this population-health context, at which cohort, place and time grain?quality
    Expected answer
    • Data quality, delay, revision and release
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish data quality, delay, revision and release, with what observation time, evidence and uncertainty?measurement
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change data quality, delay, revision and release without losing prior releases and provenance?process
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Data quality, delay, revision and release recordVersioned cohort-grain public-health record supporting data quality, delay, revision and release with provenance and disclosure marking.
case-surveillance-and-signalsCase surveillance and signals3 layers

Transforms governed notifications and other sources into aggregate surveillance signals.

case-definition-and-aggregateCase definition and aggregate2 findings

Surveillance classification and cohort-grain case summaries.

surveillance-case-definition-and-classification

Surveillance case definition and classification

Pinned criteria and classification such as suspected, probable or confirmed, separate from clinical diagnosis.

Questions
  1. What is currently asserted about surveillance case definition and classification for this population-health context, at which cohort, place and time grain?classification
    Expected answer
    • Surveillance case definition and classification
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish surveillance case definition and classification, with what observation time, evidence and uncertainty?privacy
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change surveillance case definition and classification without losing prior releases and provenance?interoperability
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Surveillance case definition and classification recordVersioned cohort-grain public-health record supporting surveillance case definition and classification with provenance and disclosure marking.
aggregate-case-count-and-deduplication

Aggregate case count and deduplication

Count by cohort, area and period with deduplication rule, late-report handling and no person identifier.

Questions
  1. What is currently asserted about aggregate case count and deduplication for this population-health context, at which cohort, place and time grain?validation
    Expected answer
    • Aggregate case count and deduplication
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish aggregate case count and deduplication, with what observation time, evidence and uncertainty?decision
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change aggregate case count and deduplication without losing prior releases and provenance?provenance
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Aggregate case count and deduplication recordVersioned cohort-grain public-health record supporting aggregate case count and deduplication with provenance and disclosure marking.
reporting-and-notificationReporting and notification2 findings

Source systems, reporting routes, timing and conformance.

reporter-source-and-notification-route

Reporter source and notification route

Reporting institution class, source system, jurisdictional route and aggregation or transformation steps.

Questions
  1. What is currently asserted about reporter source and notification route for this population-health context, at which cohort, place and time grain?provenance
    Expected answer
    • Reporter source and notification route
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish reporter source and notification route, with what observation time, evidence and uncertainty?relationship
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change reporter source and notification route without losing prior releases and provenance?security
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
event-specimen-report-receipt-and-publication-times

Event, specimen, report, receipt and publication times

Distinct epidemiologic and data-pipeline times with uncertainty and RFC 3339 representation.

Questions
  1. What is currently asserted about event, specimen, report, receipt and publication times for this population-health context, at which cohort, place and time grain?temporal
    Expected answer
    • Event, specimen, report, receipt and publication times
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish event, specimen, report, receipt and publication times, with what observation time, evidence and uncertainty?provenance
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change event, specimen, report, receipt and publication times without losing prior releases and provenance?relationship
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Event, specimen, report, receipt and publication times recordVersioned cohort-grain public-health record supporting event, specimen, report, receipt and publication times with provenance and disclosure marking.
signal-detection-and-verificationSignal detection and verification2 findings

Thresholds, anomalies, alerts and verification decisions.

signal-rule-baseline-threshold-and-anomaly

Signal rule, baseline, threshold and anomaly

Versioned detection method, expected baseline, threshold, observed deviation and sensitivity limitations.

Questions
  1. What is currently asserted about signal rule, baseline, threshold and anomaly for this population-health context, at which cohort, place and time grain?process
    Expected answer
    • Signal rule, baseline, threshold and anomaly
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish signal rule, baseline, threshold and anomaly, with what observation time, evidence and uncertainty?event
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change signal rule, baseline, threshold and anomaly without losing prior releases and provenance?measurement
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Signal rule, baseline, threshold and anomaly recordVersioned cohort-grain public-health record supporting signal rule, baseline, threshold and anomaly with provenance and disclosure marking.
signal-verification-assessment-and-disposition

Signal verification, assessment and disposition

Evidence-backed decision to monitor, dismiss, escalate or associate a signal with an event or outbreak.

Questions
  1. What is currently asserted about signal verification, assessment and disposition for this population-health context, at which cohort, place and time grain?decision
    Expected answer
    • Signal verification, assessment and disposition
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish signal verification, assessment and disposition, with what observation time, evidence and uncertainty?validation
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change signal verification, assessment and disposition without losing prior releases and provenance?definition
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Signal verification, assessment and disposition recordVersioned cohort-grain public-health record supporting signal verification, assessment and disposition with provenance and disclosure marking.
outbreak-and-transmissionOutbreak and transmission3 layers

Represents a declared population-health episode and evolving assessments of its extent and effects.

outbreak-identity-and-declarationOutbreak identity and declaration2 findings

Identity continuity and authorized declaration or revocation.

outbreak-identity-aliases-and-condition

Outbreak identity, aliases and condition

Master identifier, external aliases, condition or syndrome binding and event grouping rationale.

Questions
  1. What is currently asserted about outbreak identity, aliases and condition for this population-health context, at which cohort, place and time grain?identity
    Expected answer
    • Outbreak identity, aliases and condition
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish outbreak identity, aliases and condition, with what observation time, evidence and uncertainty?exception
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change outbreak identity, aliases and condition without losing prior releases and provenance?ownership
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Outbreak identity, aliases and condition recordVersioned cohort-grain public-health record supporting outbreak identity, aliases and condition with provenance and disclosure marking.
declaration-definition-threshold-and-authority

Declaration definition, threshold and authority

Pinned outbreak definition, evidence, threshold, declaring authority, effective time and revocation history.

Questions
  1. What is currently asserted about declaration definition, threshold and authority for this population-health context, at which cohort, place and time grain?authority
    Expected answer
    • Declaration definition, threshold and authority
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish declaration definition, threshold and authority, with what observation time, evidence and uncertainty?classification
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change declaration definition, threshold and authority without losing prior releases and provenance?privacy
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Declaration definition, threshold and authority recordVersioned cohort-grain public-health record supporting declaration definition, threshold and authority with provenance and disclosure marking.
extent-transmission-and-severityExtent, transmission and severity2 findings

Affected scope, spread characteristics and health burden.

affected-populations-areas-and-settings

Affected populations, areas and settings

Confirmed, suspected or excluded scope assertions across cohorts, locations and settings with confidence.

Questions
  1. What is currently asserted about affected populations, areas and settings for this population-health context, at which cohort, place and time grain?relationship
    Expected answer
    • Affected populations, areas and settings
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish affected populations, areas and settings, with what observation time, evidence and uncertainty?temporal
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change affected populations, areas and settings without losing prior releases and provenance?state
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Affected populations, areas and settings recordVersioned cohort-grain public-health record supporting affected populations, areas and settings with provenance and disclosure marking.
transmission-route-dynamics-and-severity

Transmission route, dynamics and severity

Evidence-backed route, generation or reproduction estimates, attack rate, hospitalization, mortality and severity profile.

Questions
  1. What is currently asserted about transmission route, dynamics and severity for this population-health context, at which cohort, place and time grain?evidence
    Expected answer
    • Transmission route, dynamics and severity
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish transmission route, dynamics and severity, with what observation time, evidence and uncertainty?requirement
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change transmission route, dynamics and severity without losing prior releases and provenance?measurement
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Transmission route, dynamics and severity recordVersioned cohort-grain public-health record supporting transmission route, dynamics and severity with provenance and disclosure marking.
course-forecast-and-closureCourse, forecast and closure2 findings

Observed epidemic curve, forecasts and episode disposition.

course-trend-forecast-and-scenario

Course, trend, forecast and scenario

Separates observed trajectory, statistical nowcast, forecast and policy scenario with method and uncertainty.

Questions
  1. What is currently asserted about course, trend, forecast and scenario for this population-health context, at which cohort, place and time grain?state
    Expected answer
    • Course, trend, forecast and scenario
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish course, trend, forecast and scenario, with what observation time, evidence and uncertainty?evidence
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change course, trend, forecast and scenario without losing prior releases and provenance?definition
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Course, trend, forecast and scenario recordVersioned cohort-grain public-health record supporting course, trend, forecast and scenario with provenance and disclosure marking.
closure-endemic-transition-and-residual-risk

Closure, endemic transition and residual risk

Authorized closure or reclassification with evidence, unresolved uncertainty and recurrence monitoring plan.

Questions
  1. What is currently asserted about closure, endemic transition and residual risk for this population-health context, at which cohort, place and time grain?lifecycle
    Expected answer
    • Closure, endemic transition and residual risk
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish closure, endemic transition and residual risk, with what observation time, evidence and uncertainty?retention
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change closure, endemic transition and residual risk without losing prior releases and provenance?authority
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Closure, endemic transition and residual risk recordVersioned cohort-grain public-health record supporting closure, endemic transition and residual risk with provenance and disclosure marking.
immunization-programme-and-coverageImmunization programme and coverage2 layers

Describes aggregate programme intent, delivery reach and equity without storing personal vaccination records.

programme-campaign-and-productProgramme, campaign and product2 findings

Programme identity, target, schedule and aggregate product bindings.

programme-campaign-target-and-period

Programme, campaign, target and period

Programme or campaign identity, objective, target cohort, area, responsible authority and active period.

Questions
  1. What is currently asserted about programme, campaign, target and period for this population-health context, at which cohort, place and time grain?composition
    Expected answer
    • Programme, campaign, target and period
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish programme, campaign, target and period, with what observation time, evidence and uncertainty?definition
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change programme, campaign, target and period without losing prior releases and provenance?retention
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Programme, campaign, target and period recordVersioned cohort-grain public-health record supporting programme, campaign, target and period with provenance and disclosure marking.
vaccine-antigen-dose-and-schedule-binding

Vaccine, antigen, dose and schedule binding

Pinned product, antigen, dose number, schedule and eligibility references used to interpret aggregates.

Questions
  1. What is currently asserted about vaccine, antigen, dose and schedule binding for this population-health context, at which cohort, place and time grain?interoperability
    Expected answer
    • Vaccine, antigen, dose and schedule binding
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish vaccine, antigen, dose and schedule binding, with what observation time, evidence and uncertainty?state
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change vaccine, antigen, dose and schedule binding without losing prior releases and provenance?lifecycle
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
coverage-performance-and-equityCoverage, performance and equity2 findings

Vaccinated counts, denominators, timeliness, dropout and disparities.

coverage-numerator-denominator-and-estimate

Coverage numerator, denominator and estimate

Dose or completion count, target-population estimate, coverage result, data source and uncertainty.

Questions
  1. What is currently asserted about coverage numerator, denominator and estimate for this population-health context, at which cohort, place and time grain?measurement
    Expected answer
    • Coverage numerator, denominator and estimate
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish coverage numerator, denominator and estimate, with what observation time, evidence and uncertainty?ownership
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change coverage numerator, denominator and estimate without losing prior releases and provenance?evidence
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Coverage numerator, denominator and estimate recordVersioned cohort-grain public-health record supporting coverage numerator, denominator and estimate with provenance and disclosure marking.
timeliness-dropout-access-and-equity

Timeliness, dropout, access and equity

Schedule timeliness, series dropout, zero-dose or under-served cohorts and stratified access differences.

Questions
  1. What is currently asserted about timeliness, dropout, access and equity for this population-health context, at which cohort, place and time grain?quality
    Expected answer
    • Timeliness, dropout, access and equity
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish timeliness, dropout, access and equity, with what observation time, evidence and uncertainty?event
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change timeliness, dropout, access and equity without losing prior releases and provenance?identity
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Timeliness, dropout, access and equity recordVersioned cohort-grain public-health record supporting timeliness, dropout, access and equity with provenance and disclosure marking.
measures-and-evaluationMeasures and evaluation2 layers

Binds public-health interventions to their authority, target and observed population effects.

measure-definition-and-operationMeasure definition and operation2 findings

Measure type, authority, scope and actual implementation.

measure-identity-purpose-authority-and-target

Measure identity, purpose, authority and target

Versioned intervention definition, legal or policy basis, target population, area and intended mechanism.

Questions
  1. What is currently asserted about measure identity, purpose, authority and target for this population-health context, at which cohort, place and time grain?authority
    Expected answer
    • Measure identity, purpose, authority and target
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish measure identity, purpose, authority and target, with what observation time, evidence and uncertainty?security
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change measure identity, purpose, authority and target without losing prior releases and provenance?requirement
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Measure identity, purpose, authority and target recordVersioned cohort-grain public-health record supporting measure identity, purpose, authority and target with provenance and disclosure marking.
introduction-change-lifting-and-compliance-observation

Introduction, change, lifting and compliance observation

Actual effective intervals, amendments, implementation variation and aggregate adherence observations.

Questions
  1. What is currently asserted about introduction, change, lifting and compliance observation for this population-health context, at which cohort, place and time grain?event
    Expected answer
    • Introduction, change, lifting and compliance observation
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish introduction, change, lifting and compliance observation, with what observation time, evidence and uncertainty?interoperability
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change introduction, change, lifting and compliance observation without losing prior releases and provenance?access
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Introduction, change, lifting and compliance observation recordVersioned cohort-grain public-health record supporting introduction, change, lifting and compliance observation with provenance and disclosure marking.
evaluation-and-learningEvaluation and learning2 findings

Effectiveness, harms, equity and decision feedback.

evaluation-design-comparator-and-effect-estimate

Evaluation design, comparator and effect estimate

Study or analytic design, comparator or counterfactual, endpoints, effect estimate, uncertainty and limitations.

Questions
  1. What is currently asserted about evaluation design, comparator and effect estimate for this population-health context, at which cohort, place and time grain?validation
    Expected answer
    • Evaluation design, comparator and effect estimate
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish evaluation design, comparator and effect estimate, with what observation time, evidence and uncertainty?composition
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change evaluation design, comparator and effect estimate without losing prior releases and provenance?temporal
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Evaluation design, comparator and effect estimate recordVersioned cohort-grain public-health record supporting evaluation design, comparator and effect estimate with provenance and disclosure marking.
benefit-harm-equity-and-decision-feedback

Benefit, harm, equity and decision feedback

Observed benefits, adverse or displaced effects, distributional impact and the decision that used the evaluation.

Questions
  1. What is currently asserted about benefit, harm, equity and decision feedback for this population-health context, at which cohort, place and time grain?decision
    Expected answer
    • Benefit, harm, equity and decision feedback
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish benefit, harm, equity and decision feedback, with what observation time, evidence and uncertainty?spatial
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change benefit, harm, equity and decision feedback without losing prior releases and provenance?quality
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Benefit, harm, equity and decision feedback recordVersioned cohort-grain public-health record supporting benefit, harm, equity and decision feedback with provenance and disclosure marking.
governance-provenance-and-federationGovernance, provenance and federation2 layers

Controls disclosure, revision, access and exchange of sensitive population-health knowledge.

privacy-access-and-retentionPrivacy, access and retention2 findings

Disclosure-risk controls and governed disposition.

small-cell-linkage-and-reidentification-risk

Small-cell, linkage and re-identification risk

Risk assessment for rare combinations, fine geography or time, repeated releases and cross-dataset linkage.

Questions
  1. What is currently asserted about small-cell, linkage and re-identification risk for this population-health context, at which cohort, place and time grain?privacy
    Expected answer
    • Small-cell, linkage and re-identification risk
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish small-cell, linkage and re-identification risk, with what observation time, evidence and uncertainty?constraint
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change small-cell, linkage and re-identification risk without losing prior releases and provenance?classification
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Small-cell, linkage and re-identification risk recordVersioned cohort-grain public-health record supporting small-cell, linkage and re-identification risk with provenance and disclosure marking.
projection-suppression-access-retention-and-hold

Projection, suppression, access, retention and hold

Minimum release, suppression or perturbation rule, recipient purpose, access decision and retention or legal-hold binding.

Questions
  1. What is currently asserted about projection, suppression, access, retention and hold for this population-health context, at which cohort, place and time grain?access
    Expected answer
    • Projection, suppression, access, retention and hold
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish projection, suppression, access, retention and hold, with what observation time, evidence and uncertainty?quality
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change projection, suppression, access, retention and hold without losing prior releases and provenance?constraint
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Projection, suppression, access, retention and hold recordVersioned cohort-grain public-health record supporting projection, suppression, access, retention and hold with provenance and disclosure marking.
provenance-versioning-and-exchangeProvenance, versioning and exchange2 findings

Lineage, correction, mappings and international notifications.

source-transformation-derivation-and-revision

Source, transformation, derivation and revision

Source dataset, collection activity, transformation code or method, responsible agent, predecessor and correction reason.

Questions
  1. What is currently asserted about source, transformation, derivation and revision for this population-health context, at which cohort, place and time grain?provenance
    Expected answer
    • Source, transformation, derivation and revision
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish source, transformation, derivation and revision, with what observation time, evidence and uncertainty?access
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change source, transformation, derivation and revision without losing prior releases and provenance?exception
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference
Artifacts
  • Source, transformation, derivation and revision recordVersioned cohort-grain public-health record supporting source, transformation, derivation and revision with provenance and disclosure marking.
schema-mapping-release-and-international-report

Schema mapping, release and international report

Pinned target schema, jurisdiction, projection digest, loss declaration, release status and IHR notification binding.

Questions
  1. What is currently asserted about schema mapping, release and international report for this population-health context, at which cohort, place and time grain?interoperability
    Expected answer
    • Schema mapping, release and international report
    • cohort, place and period
    • assertion status or explicit unknown
  2. Which source, method and authority establish schema mapping, release and international report, with what observation time, evidence and uncertainty?identity
    Expected answer
    • source and authority
    • method and observation time
    • evidence, uncertainty and limitations
  3. Which validation, disclosure or revision rule may change schema mapping, release and international report without losing prior releases and provenance?spatial
    Expected answer
    • validation and disclosure rule
    • authorized revision event
    • predecessor, correction or counterclaim reference

Publication holds

  • Claude and Grok timed out during their bounded attempts, so independent external review is absent and explicitly waived for this published reviewable draft.
  • The shared relation ledger contains no approved outgoing edges for WM-ACT-023; all sibling-model relations and the correction from the previous B14 COMPOSE wording remain provisional until registry reconciliation.
  • Disease, jurisdiction, programme, statistical-disclosure and causal-inference profiles require specialist review before operational enforcement.
  • Clause and field-level mappings, exact exchange versions and round-trip behavior remain unverified for canonical conformance even though official source pages were checked during Codex research.
  • Independent external review was explicitly waived by the repository owner; this codex-only result remains a reviewable draft.

Deferred research

  • Validate the structure with infectious-disease, noncommunicable-disease, environmental-health, injury, maternal-health and One Health surveillance profiles.
  • Develop formal disclosure-control profiles for small cells, repeated releases, linkage risk and differential-privacy budgets.
  • Create clause and field-level crosswalks for current IHR, WHO indicator metadata, CDC case surveillance and FHIR MeasureReport or Immunization.
  • Approve sibling model identifiers and cardinality contracts for populations, geography, clinical sources, laboratories, pathogens, products, policies and response operations.