immunization review systems
immun_rosDefinition
ISO-11179 Definition
Documents the review of systems (ROS) conducted during a vaccination encounter, capturing the patient's reported symptoms across relevant body systems prior to vaccine administration. Used to screen for contraindications, assess patient readiness for vaccination, and meet documentation standards for clinical visits.
Standard Abbreviation
immun_ros
Category
Production DDL — FACT_POPULATION_RISK
CREATE OR REPLACE TABLE FACT_POPULATION_RISK (
pop_risk_key INTEGER NOT NULL -- surrogate key,
mbr_id VARCHAR(20) NOT NULL -- member identifier,
msrmt_prd_dt DATE NOT NULL -- measurement period date,
risk_score DECIMAL(8,4) -- risk score,
risk_tier_cd VARCHAR(10) -- risk tier code,
raf_score DECIMAL(8,4) -- RAF score,
hcc_cnt INTEGER -- HCC condition count,
chrnc_cond_cnt INTEGER -- chronic condition count,
ed_visit_cnt INTEGER -- ED visit count,
admit_cnt INTEGER -- admission count,
gap_in_care_cnt INTEGER -- gaps in care count,
care_mgmt_flg BOOLEAN -- care management flag,
outreach_sts_cd VARCHAR(20) -- outreach status code,
model_vrsn VARCHAR(20) -- risk model version,
rec_creat_dt TIMESTAMP NOT NULL -- record created date
);
Standard Snowflake DDL for the canonical population table. Convert to BigQuery or Databricks →
Why This Term Matters
Healthcare data terminology is foundational for any data engineer working in this industry. Precise understanding of standard terms enables accurate schema design, reduces downstream data quality issues, and ensures pipelines meet the regulatory and interoperability requirements imposed by HIPAA, HL7 FHIR, and CMS reporting frameworks. Without this foundation, even technically well-built pipelines produce data that fails validation when it reaches payers or regulators.
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