Package index • GEMINI Data Simulation

Simulation functions

Functions for generating synthetic GEMINI data

dummy_diag(): Generate Simulated Diagnosis Data Table
dummy_er(): Generate simulated ER data.
dummy_erintervention_mri(): Generate simulated erintervention data
dummy_admdad(): Simulate admdad data
dummy_ipintervention_mri_maid(): Generate simulated ipintervention data
dummy_ipscu(): Generate simulated ipscu data.
dummy_lab_cbc_electrolyte(): Generate simulated lab data
dummy_locality(): Generate simulated locality variables data
dummy_physicians(): Generate simulated physicians data
dummy_radiology(): Generate simulated radiology data
dummy_transfusion(): Generate simulated transfusion data
generate_id_hospital(): Generate a data table with basic inpatient stay information. At the minimum, it will include an encounter and hospital ID, along with other information if cohort is included in the input.
sample_icd(): Simulate ICD-10 Diagnosis Codes
sample_scu_date_time(): Sample SCU admission and discharge date times by genc_id.
simulate_data_tables(): Data simulation wrapper function

Data files used for sampling in data simulation

blood_product_lookup: Blood product lookup table for dummy_transfusion function.
da21uid_statcan_v2021: StatCan dissemination area ID lookup
lookup_cci: CCI lookup table for MAID and MRI codes