Describe the project objective
Please refer to the online CLIF data dictionary, ETL tools, and specific table contacts for more information on constructing the required tables and fields.
List all required tables for the project here, and provide a brief rationale for why they are required.
Example: The following tables are required:
- patient:
patient_id
,race_category
,ethnicity_category
,sex_category
- hospitalization:
patient_id
,hospitalization_id
,admission_dttm
,discharge_dttm
,age_at_admission
- vitals:
hospitalization_id
,recorded_dttm
,vital_category
,vital_value
vital_category
= 'heart_rate', 'resp_rate', 'sbp', 'dbp', 'map', 'resp_rate', 'spo2'
- labs:
hospitalization_id
,lab_result_dttm
,lab_category
,lab_value
lab_category
= 'lactate'
- medication_admin_continuous:
hospitalization_id
,admin_dttm
,med_name
,med_category
,med_dose
,med_dose_unit
med_category
= "norepinephrine", "epinephrine", "phenylephrine", "vasopressin", "dopamine", "angiotensin", "nicardipine", "nitroprusside", "clevidipine", "cisatracurium"
- respiratory_support:
hospitalization_id
,recorded_dttm
,device_category
,mode_category
,tracheostomy
,fio2_set
,lpm_set
,resp_rate_set
,peep_set
,resp_rate_obs
Describe study cohort inclusion and exclusion criteria here
Describe the output of the analysis. The final project results should be saved in the output/final
directory.
Follow instructions in the config/README.md file for detailed configuration steps.
Note: if using the 01_run_cohort_id_app.R
file, this step is not necessary as the app will create the config file for the user
Describe the steps to setup the project environment.
Example for R:
Run 00_renv_restore.R
in the code to set up the project environment
Example for Python: Open your terminal and run the following commands:
python3 -m venv .mobilization
source .mobilization/bin/activate
pip install -r requirements.txt
Detailed instructions on the code workflow are provided in the code directory
- CLIF Adult Sepsis Events for R
- CLIF Eligibility for mobilization for Python
- CLIF Variation in Ventilation