{"api":{"name":"api.sb","description":"Business-as-Code surface for Startups.Studio","home":"https://api.sb","docs":"https://api.sb/docs","version":"1.0.0"},"$context":"https://api.sb/$context","$type":"WorkContextCell","$id":"https://api.sb/cells/work-contexts.org.ai/medical-and-health-services-managers-quality-improvement-initiative-brief","links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/medical-and-health-services-managers-quality-improvement-initiative-brief","canonical":"https://api.sb/cells/work-contexts.org.ai/medical-and-health-services-managers-quality-improvement-initiative-brief","pool":"https://api.sb/v1/cells"},"workContextCell":{"$schema_version":"ONTOLOGY.md §3 L1 (commit ONTOLOGY.md@HEAD)","type":"WorkContextCell","id":"work-contexts.org.ai/medical-and-health-services-managers-quality-improvement-initiative-brief","title":"Clinical Quality Improvement Initiative Charter and Measurement Plan","maturity":"cell-accepted","gateStatus":{"sourceProvenance":"pass","relationshipCompleteness":"pass","cellAcceptance":"pass","enrichmentReadiness":"pass","privateHandoff":"pending"},"stableHash":"wcc:medical-and-health-services-managers:quality-improvement-initiative-brief:document:v1","identityComposition":{"rule":"ONTOLOGY.md §4 Actor + Work","components":["actor = occupations.org.ai/medical-and-health-services-managers","work = processes.org.ai/quality-improvement-initiative-brief"],"specificityAxesUsed":2,"specificityBudget":"ONTOLOGY.md §6.4: 2-4 meaningful axes; this cell uses 2."},"actor":{"ref":"occupations.org.ai/medical-and-health-services-managers","type":"Occupation","label":"Medical and Health Services Managers","onetSocCode":"11-9111.00"},"work":{"ref":"processes.org.ai/quality-improvement-initiative-brief","type":"Process","label":"Clinical Quality Improvement Initiative Charter and Measurement Plan","decomposesTo":["processsteps.org.ai/quality-improvement-initiative-brief-step-1","processsteps.org.ai/quality-improvement-initiative-brief-step-2"]},"minimumContext":[{"entity":{"ref":"industries.org.ai/health-care-and-social-assistance","type":"Industry"},"role":"IndustryContext","kind":"present","reasonThisChangesWork":"Industry context shapes the artifact formats, regulatory requirements, and stakeholder expectations for clinical quality improvement initiative charter and measurement plan.","rationale":"Sector-specific work surface with present-valued industry constraint."},{"entity":{"ref":null,"type":"Document/Artifact","format":"Word/PowerPoint"},"role":"PrimaryArtifact","kind":"present","reasonThisChangesWork":"The QI Project Brief is the primary work surface; its format and provenance determine the processing steps and quality gates.","rationale":"Artifact type directly determines work complexity profile."}],"derivedFrom":[{"ref":"occupations.org.ai/medical-and-health-services-managers","type":"Occupation"},{"ref":"processes.org.ai/quality-improvement-initiative-brief","type":"Process"}],"distinctivenessReason":"QI initiative charters require baseline measurement methodology selection with intervention target prioritization and confounding variable identification specific to clinical setting.","publishability":{"canExplainDistinctContext":true,"hasMeaningfulDiagram":true,"hasAdjacentCells":true,"privateFieldsExcluded":true},"publicLensArtifacts":[],"privateExcluded":["painIntensity","willingnessToPay"],"adjacentCells":[{"ref":"work-contexts.org.ai/medical-and-health-services-managers-department-budget-variance-report","relation":"sibling","delta":"Same occupation, different process variant for document bridgeKind work.","justification":"Same actor class with distinct work surface creates a sibling cell relationship."},{"ref":"work-contexts.org.ai/medical-and-health-services-managers-regulatory-compliance-audit-prep","relation":"narrower","delta":"Narrower variant focusing on a specific subprocess of quality-improvement-initiative-brief.","justification":"Scoped-down process step is a narrower cell in the same actor-work cluster."},{"ref":"work-contexts.org.ai/medical-and-health-services-managers-document-processing","relation":"broader","delta":"Broader document process category that encompasses this specific work context.","justification":"Parent process category provides broader context for this work cell."}],"gdpvalGrounding":{"occupation":"Medical and Health Services Managers","occupationOnetSocCode":"11-9111.00","sector":"Health Care and Social Assistance","bridgeKind":"document","expertWinTieBand":"~60-75% AI win+tie vs. expert humans","groundingTaskIds":{"canonicalWorkedExample":"61e7b9c6-0051-429f-a341-fda9b6578a84","canonicalWorkedExampleNote":"GDPval gold-subset task for Medical and Health Services Managers document work; provides worked example for quality-improvement-initiative-brief."}},"complexityDrivers":[{"kind":"ambiguity","label":"baseline measurement methodology"},{"kind":"ambiguity","label":"intervention target selection"},{"kind":"ambiguity","label":"attribution vs confounding"}],"provenance":{"generatedAsOf":"2026-05-03","schemaVersion":"ONTOLOGY.md@HEAD","worldModelVersion":"w1","sources":[{"kind":"gdpval","path":"packages/gdpval-seed/data/gold-subset.json"}]},"digitalSpectrum":0.82},"actions":{},"options":{},"relationships":{"foundingHypotheses":"https://api.sb/v1/founding-hypotheses?cellId=work-contexts.org.ai%2Fmedical-and-health-services-managers-quality-improvement-initiative-brief","theses":"https://api.sb/v1/theses","adjacentCells":"https://api.sb/v1/cells?adjacentTo=work-contexts.org.ai%2Fmedical-and-health-services-managers-quality-improvement-initiative-brief","gdpvalTask":"https://huggingface.co/datasets/openai/gdpval/viewer?row=61e7b9c6-0051-429f-a341-fda9b6578a84","eligibleByTheses":{"t-hsa":"https://api.sb/v1/theses/t-hsa","t-ais":"https://api.sb/v1/theses/t-ais","t-low":"https://api.sb/v1/theses/t-low","t-prem":"https://api.sb/v1/theses/t-prem","t-bu":"https://api.sb/v1/theses/t-bu","t-td":"https://api.sb/v1/theses/t-td","t-dev-infra":"https://api.sb/v1/theses/t-dev-infra"}},"references":{"total":1,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/medical-and-health-services-managers-quality-improvement-initiative-brief/references?limit=25"},"items":[{"$type":"FoundingHypothesis","$id":"https://api.sb/founding-hypotheses/fh%3Amedical-and-health-services-managers-quality-improvement-initiative-brief%3At-hsa%3Av1","predicate":"cellRef"}]},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a0575b0e69fd284b","edgeLocation":"a0575b0e69fd284b","geo":{"country":"US"},"ua":{"browser":"Claude"}}}