Job request: 14684
- Organisation:
- University of Bristol
- Workspace:
- post-covid-gastrointestinal
- ID:
- nyssetlechb4c4ye
This page shows the technical details of what happened when the authorised researcher Marwa Al Arab requested one or more actions to be run against real patient data within a secure environment.
By cross-referencing the list of jobs with the pipeline section below, you can infer what security level the outputs were written to.
The output security levels are:
- 
                highly_sensitive
                - Researchers can never directly view these outputs
- Researchers can only request code is run against them
 
- 
                moderately_sensitive
                - Can be viewed by an approved researcher by logging into a highly secure environment
- These are the only outputs that can be requested for public release via a controlled output review service.
 
Pipeline
Show project.yaml
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- 
  
    
  
  Created: 
- 
  
    
  
  Started: 
- 
  
    
  
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- 
  
  Runtime: 
These timestamps are generated and stored using the UTC timezone on the TPP backend.
Job request
- Status
- 
            FailedJobRequestError: make_model_input-cohort_unvax-main- failed on a previous run and must be re-run 
- Backend
- TPP
- Workspace
- post-covid-gastrointestinal
- Requested by
- Marwa Al Arab
- Branch
- main
- Force run dependencies
- No
- Git commit hash
- 38b193d
- Requested actions
- 
            - 
                  describe_model_input-cohort_prevax-main-abdominal_distension
- 
                  cox_ipw-cohort_prevax-main-abdominal_distension
- 
                  describe_model_input-cohort_prevax-main-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_prevax-main-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_prevax-main-acute_pancreatitis
- 
                  cox_ipw-cohort_prevax-main-acute_pancreatitis
- 
                  describe_model_input-cohort_prevax-main-appendicitis
- 
                  cox_ipw-cohort_prevax-main-appendicitis
- 
                  describe_model_input-cohort_prevax-main-belching
- 
                  cox_ipw-cohort_prevax-main-belching
- 
                  describe_model_input-cohort_prevax-main-bloody_stools
- 
                  cox_ipw-cohort_prevax-main-bloody_stools
- 
                  describe_model_input-cohort_prevax-main-bowel_ischaemia
- 
                  cox_ipw-cohort_prevax-main-bowel_ischaemia
- 
                  describe_model_input-cohort_prevax-main-diarrhoea
- 
                  cox_ipw-cohort_prevax-main-diarrhoea
- 
                  describe_model_input-cohort_prevax-main-dyspepsia
- 
                  cox_ipw-cohort_prevax-main-dyspepsia
- 
                  describe_model_input-cohort_prevax-main-gallstones_disease
- 
                  cox_ipw-cohort_prevax-main-gallstones_disease
- 
                  describe_model_input-cohort_prevax-main-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_prevax-main-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_prevax-main-ibs
- 
                  cox_ipw-cohort_prevax-main-ibs
- 
                  describe_model_input-cohort_prevax-main-intestinal_obstruction
- 
                  cox_ipw-cohort_prevax-main-intestinal_obstruction
- 
                  describe_model_input-cohort_prevax-main-lower_gi_bleeding
- 
                  cox_ipw-cohort_prevax-main-lower_gi_bleeding
- 
                  describe_model_input-cohort_prevax-main-nausea
- 
                  cox_ipw-cohort_prevax-main-nausea
- 
                  describe_model_input-cohort_prevax-main-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_prevax-main-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_prevax-main-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_prevax-main-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-main-peptic_ulcer
- 
                  cox_ipw-cohort_prevax-main-peptic_ulcer
- 
                  describe_model_input-cohort_prevax-main-upper_gi_bleeding
- 
                  cox_ipw-cohort_prevax-main-upper_gi_bleeding
- 
                  describe_model_input-cohort_prevax-main-variceal_gi_bleeding
- 
                  cox_ipw-cohort_prevax-main-variceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-main-vomiting
- 
                  cox_ipw-cohort_prevax-main-vomiting
- 
                  describe_model_input-cohort_unvax-main-
- 
                  cox_ipw-cohort_unvax-main-
- 
                  describe_model_input-cohort_unvax-main-abdominal_distension
- 
                  cox_ipw-cohort_unvax-main-abdominal_distension
- 
                  describe_model_input-cohort_unvax-main-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_unvax-main-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_unvax-main-acute_pancreatitis
- 
                  cox_ipw-cohort_unvax-main-acute_pancreatitis
- 
                  describe_model_input-cohort_unvax-main-appendicitis
- 
                  cox_ipw-cohort_unvax-main-appendicitis
- 
                  describe_model_input-cohort_unvax-main-belching
- 
                  cox_ipw-cohort_unvax-main-belching
- 
                  describe_model_input-cohort_unvax-main-bloody_stools
- 
                  cox_ipw-cohort_unvax-main-bloody_stools
- 
                  describe_model_input-cohort_unvax-main-bowel_ischaemia
- 
                  cox_ipw-cohort_unvax-main-bowel_ischaemia
- 
                  describe_model_input-cohort_unvax-main-diarrhoea
- 
                  cox_ipw-cohort_unvax-main-diarrhoea
- 
                  describe_model_input-cohort_unvax-main-dyspepsia
- 
                  cox_ipw-cohort_unvax-main-dyspepsia
- 
                  describe_model_input-cohort_unvax-main-gallstones_disease
- 
                  cox_ipw-cohort_unvax-main-gallstones_disease
- 
                  describe_model_input-cohort_unvax-main-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_unvax-main-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_unvax-main-ibs
- 
                  cox_ipw-cohort_unvax-main-ibs
- 
                  describe_model_input-cohort_unvax-main-intestinal_obstruction
- 
                  cox_ipw-cohort_unvax-main-intestinal_obstruction
- 
                  describe_model_input-cohort_unvax-main-lower_gi_bleeding
- 
                  cox_ipw-cohort_unvax-main-lower_gi_bleeding
- 
                  describe_model_input-cohort_unvax-main-nausea
- 
                  cox_ipw-cohort_unvax-main-nausea
- 
                  describe_model_input-cohort_unvax-main-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_unvax-main-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_unvax-main-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-main-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-main-peptic_ulcer
- 
                  cox_ipw-cohort_unvax-main-peptic_ulcer
- 
                  describe_model_input-cohort_unvax-main-upper_gi_bleeding
- 
                  cox_ipw-cohort_unvax-main-upper_gi_bleeding
- 
                  describe_model_input-cohort_unvax-main-variceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-main-variceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-main-vomiting
- 
                  cox_ipw-cohort_unvax-main-vomiting
- 
                  describe_model_input-cohort_vax-main-
- 
                  cox_ipw-cohort_vax-main-
- 
                  describe_model_input-cohort_vax-main-abdominal_distension
- 
                  cox_ipw-cohort_vax-main-abdominal_distension
- 
                  describe_model_input-cohort_vax-main-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_vax-main-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_vax-main-acute_pancreatitis
- 
                  cox_ipw-cohort_vax-main-acute_pancreatitis
- 
                  describe_model_input-cohort_vax-main-appendicitis
- 
                  cox_ipw-cohort_vax-main-appendicitis
- 
                  describe_model_input-cohort_vax-main-belching
- 
                  cox_ipw-cohort_vax-main-belching
- 
                  describe_model_input-cohort_vax-main-bloody_stools
- 
                  cox_ipw-cohort_vax-main-bloody_stools
- 
                  describe_model_input-cohort_vax-main-bowel_ischaemia
- 
                  cox_ipw-cohort_vax-main-bowel_ischaemia
- 
                  describe_model_input-cohort_vax-main-diarrhoea
- 
                  cox_ipw-cohort_vax-main-diarrhoea
- 
                  describe_model_input-cohort_vax-main-dyspepsia
- 
                  cox_ipw-cohort_vax-main-dyspepsia
- 
                  describe_model_input-cohort_vax-main-gallstones_disease
- 
                  cox_ipw-cohort_vax-main-gallstones_disease
- 
                  describe_model_input-cohort_vax-main-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_vax-main-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_vax-main-ibs
- 
                  cox_ipw-cohort_vax-main-ibs
- 
                  describe_model_input-cohort_vax-main-intestinal_obstruction
- 
                  cox_ipw-cohort_vax-main-intestinal_obstruction
- 
                  describe_model_input-cohort_vax-main-lower_gi_bleeding
- 
                  cox_ipw-cohort_vax-main-lower_gi_bleeding
- 
                  describe_model_input-cohort_vax-main-nausea
- 
                  cox_ipw-cohort_vax-main-nausea
- 
                  describe_model_input-cohort_vax-main-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_vax-main-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_vax-main-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_vax-main-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-main-peptic_ulcer
- 
                  cox_ipw-cohort_vax-main-peptic_ulcer
- 
                  describe_model_input-cohort_vax-main-upper_gi_bleeding
- 
                  cox_ipw-cohort_vax-main-upper_gi_bleeding
- 
                  describe_model_input-cohort_vax-main-variceal_gi_bleeding
- 
                  cox_ipw-cohort_vax-main-variceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-main-vomiting
- 
                  cox_ipw-cohort_vax-main-vomiting
- 
                  describe_model_input-cohort_prevax-sub_age_18_39-
- 
                  cox_ipw-cohort_prevax-sub_age_18_39-
- 
                  describe_model_input-cohort_unvax-sub_age_18_39-
- 
                  cox_ipw-cohort_unvax-sub_age_18_39-
- 
                  describe_model_input-cohort_vax-sub_age_18_39-
- 
                  cox_ipw-cohort_vax-sub_age_18_39-
- 
                  describe_model_input-cohort_prevax-sub_age_40_59-
- 
                  cox_ipw-cohort_prevax-sub_age_40_59-
- 
                  describe_model_input-cohort_unvax-sub_age_40_59-
- 
                  cox_ipw-cohort_unvax-sub_age_40_59-
- 
                  describe_model_input-cohort_vax-sub_age_40_59-
- 
                  cox_ipw-cohort_vax-sub_age_40_59-
- 
                  describe_model_input-cohort_prevax-sub_age_60_79-
- 
                  cox_ipw-cohort_prevax-sub_age_60_79-
- 
                  describe_model_input-cohort_unvax-sub_age_60_79-
- 
                  cox_ipw-cohort_unvax-sub_age_60_79-
- 
                  describe_model_input-cohort_vax-sub_age_60_79-
- 
                  cox_ipw-cohort_vax-sub_age_60_79-
- 
                  describe_model_input-cohort_prevax-sub_age_80_110-
- 
                  cox_ipw-cohort_prevax-sub_age_80_110-
- 
                  describe_model_input-cohort_unvax-sub_age_80_110-
- 
                  cox_ipw-cohort_unvax-sub_age_80_110-
- 
                  describe_model_input-cohort_vax-sub_age_80_110-
- 
                  cox_ipw-cohort_vax-sub_age_80_110-
- 
                  describe_model_input-cohort_unvax-sub_covid_history-
- 
                  cox_ipw-cohort_unvax-sub_covid_history-
- 
                  describe_model_input-cohort_unvax-sub_covid_history-abdominal_distension
- 
                  cox_ipw-cohort_unvax-sub_covid_history-abdominal_distension
- 
                  describe_model_input-cohort_unvax-sub_covid_history-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_unvax-sub_covid_history-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_unvax-sub_covid_history-acute_pancreatitis
- 
                  cox_ipw-cohort_unvax-sub_covid_history-acute_pancreatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_history-appendicitis
- 
                  cox_ipw-cohort_unvax-sub_covid_history-appendicitis
- 
                  describe_model_input-cohort_unvax-sub_covid_history-belching
- 
                  cox_ipw-cohort_unvax-sub_covid_history-belching
- 
                  describe_model_input-cohort_unvax-sub_covid_history-bloody_stools
- 
                  cox_ipw-cohort_unvax-sub_covid_history-bloody_stools
- 
                  describe_model_input-cohort_unvax-sub_covid_history-bowel_ischaemia
- 
                  cox_ipw-cohort_unvax-sub_covid_history-bowel_ischaemia
- 
                  describe_model_input-cohort_unvax-sub_covid_history-diarrhoea
- 
                  cox_ipw-cohort_unvax-sub_covid_history-diarrhoea
- 
                  describe_model_input-cohort_unvax-sub_covid_history-dyspepsia
- 
                  cox_ipw-cohort_unvax-sub_covid_history-dyspepsia
- 
                  describe_model_input-cohort_unvax-sub_covid_history-gallstones_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_history-gallstones_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_history-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_history-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_history-ibs
- 
                  cox_ipw-cohort_unvax-sub_covid_history-ibs
- 
                  describe_model_input-cohort_unvax-sub_covid_history-intestinal_obstruction
- 
                  cox_ipw-cohort_unvax-sub_covid_history-intestinal_obstruction
- 
                  describe_model_input-cohort_unvax-sub_covid_history-lower_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_history-lower_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_history-nausea
- 
                  cox_ipw-cohort_unvax-sub_covid_history-nausea
- 
                  describe_model_input-cohort_unvax-sub_covid_history-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_unvax-sub_covid_history-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_history-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_history-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_history-peptic_ulcer
- 
                  cox_ipw-cohort_unvax-sub_covid_history-peptic_ulcer
- 
                  describe_model_input-cohort_unvax-sub_covid_history-upper_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_history-upper_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_history-variceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_history-variceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_history-vomiting
- 
                  cox_ipw-cohort_unvax-sub_covid_history-vomiting
- 
                  describe_model_input-cohort_vax-sub_covid_history-
- 
                  cox_ipw-cohort_vax-sub_covid_history-
- 
                  describe_model_input-cohort_vax-sub_covid_history-abdominal_distension
- 
                  cox_ipw-cohort_vax-sub_covid_history-abdominal_distension
- 
                  describe_model_input-cohort_vax-sub_covid_history-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_vax-sub_covid_history-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_vax-sub_covid_history-acute_pancreatitis
- 
                  cox_ipw-cohort_vax-sub_covid_history-acute_pancreatitis
- 
                  describe_model_input-cohort_vax-sub_covid_history-appendicitis
- 
                  cox_ipw-cohort_vax-sub_covid_history-appendicitis
- 
                  describe_model_input-cohort_vax-sub_covid_history-belching
- 
                  cox_ipw-cohort_vax-sub_covid_history-belching
- 
                  describe_model_input-cohort_vax-sub_covid_history-bloody_stools
- 
                  cox_ipw-cohort_vax-sub_covid_history-bloody_stools
- 
                  describe_model_input-cohort_vax-sub_covid_history-bowel_ischaemia
- 
                  cox_ipw-cohort_vax-sub_covid_history-bowel_ischaemia
- 
                  describe_model_input-cohort_vax-sub_covid_history-diarrhoea
- 
                  cox_ipw-cohort_vax-sub_covid_history-diarrhoea
- 
                  describe_model_input-cohort_vax-sub_covid_history-dyspepsia
- 
                  cox_ipw-cohort_vax-sub_covid_history-dyspepsia
- 
                  describe_model_input-cohort_vax-sub_covid_history-gallstones_disease
- 
                  cox_ipw-cohort_vax-sub_covid_history-gallstones_disease
- 
                  describe_model_input-cohort_vax-sub_covid_history-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_vax-sub_covid_history-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_vax-sub_covid_history-ibs
- 
                  cox_ipw-cohort_vax-sub_covid_history-ibs
- 
                  describe_model_input-cohort_vax-sub_covid_history-intestinal_obstruction
- 
                  cox_ipw-cohort_vax-sub_covid_history-intestinal_obstruction
- 
                  describe_model_input-cohort_vax-sub_covid_history-lower_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_history-lower_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_history-nausea
- 
                  cox_ipw-cohort_vax-sub_covid_history-nausea
- 
                  describe_model_input-cohort_vax-sub_covid_history-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_vax-sub_covid_history-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_vax-sub_covid_history-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_history-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_history-peptic_ulcer
- 
                  cox_ipw-cohort_vax-sub_covid_history-peptic_ulcer
- 
                  describe_model_input-cohort_vax-sub_covid_history-upper_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_history-upper_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_history-variceal_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_history-variceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_history-vomiting
- 
                  cox_ipw-cohort_vax-sub_covid_history-vomiting
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-abdominal_distension
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-abdominal_distension
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-acute_pancreatitis
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-acute_pancreatitis
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-appendicitis
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-appendicitis
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-belching
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-belching
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-bloody_stools
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-bloody_stools
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-bowel_ischaemia
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-bowel_ischaemia
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-diarrhoea
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-diarrhoea
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-dyspepsia
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-dyspepsia
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-gallstones_disease
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-gallstones_disease
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-ibs
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-ibs
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-intestinal_obstruction
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-intestinal_obstruction
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-nausea
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-nausea
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-peptic_ulcer
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-peptic_ulcer
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-upper_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-upper_gi_bleeding
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                  describe_model_input-cohort_prevax-sub_covid_hospitalised-variceal_gi_bleeding
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                  cox_ipw-cohort_prevax-sub_covid_hospitalised-variceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_hospitalised-vomiting
- 
                  cox_ipw-cohort_prevax-sub_covid_hospitalised-vomiting
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-abdominal_distension
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-abdominal_distension
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                  describe_model_input-cohort_unvax-sub_covid_hospitalised-abdominal_paindiscomfort
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                  cox_ipw-cohort_unvax-sub_covid_hospitalised-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-acute_pancreatitis
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                  cox_ipw-cohort_unvax-sub_covid_hospitalised-acute_pancreatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-appendicitis
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-appendicitis
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-belching
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-belching
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-bloody_stools
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-bloody_stools
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-bowel_ischaemia
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-bowel_ischaemia
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-diarrhoea
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-diarrhoea
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-dyspepsia
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-dyspepsia
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-gallstones_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-gallstones_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-ibs
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-ibs
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-intestinal_obstruction
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-intestinal_obstruction
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-nausea
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-nausea
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-peptic_ulcer
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-peptic_ulcer
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-upper_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-upper_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-variceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-variceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_hospitalised-vomiting
- 
                  cox_ipw-cohort_unvax-sub_covid_hospitalised-vomiting
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-abdominal_distension
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-abdominal_distension
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-acute_pancreatitis
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-acute_pancreatitis
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-appendicitis
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-appendicitis
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-belching
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-belching
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-bloody_stools
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-bloody_stools
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-bowel_ischaemia
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-bowel_ischaemia
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-diarrhoea
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-diarrhoea
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-dyspepsia
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-dyspepsia
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-gallstones_disease
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-gallstones_disease
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-ibs
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-ibs
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-intestinal_obstruction
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-intestinal_obstruction
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-lower_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-nausea
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-nausea
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-nonvariceal_gi_bleeding
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                  cox_ipw-cohort_vax-sub_covid_hospitalised-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-peptic_ulcer
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-peptic_ulcer
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-upper_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-upper_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-variceal_gi_bleeding
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-variceal_gi_bleeding
- 
                  describe_model_input-cohort_vax-sub_covid_hospitalised-vomiting
- 
                  cox_ipw-cohort_vax-sub_covid_hospitalised-vomiting
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-abdominal_distension
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-abdominal_distension
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-acute_pancreatitis
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-acute_pancreatitis
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-appendicitis
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-appendicitis
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-belching
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-belching
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-bloody_stools
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-bloody_stools
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-bowel_ischaemia
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-bowel_ischaemia
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-diarrhoea
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-diarrhoea
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-dyspepsia
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-dyspepsia
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-gallstones_disease
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-gallstones_disease
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-ibs
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-ibs
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-intestinal_obstruction
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-intestinal_obstruction
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-lower_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-lower_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-nausea
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-nausea
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-peptic_ulcer
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-peptic_ulcer
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-upper_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-upper_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-variceal_gi_bleeding
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-variceal_gi_bleeding
- 
                  describe_model_input-cohort_prevax-sub_covid_nonhospitalised-vomiting
- 
                  cox_ipw-cohort_prevax-sub_covid_nonhospitalised-vomiting
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-abdominal_distension
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-abdominal_distension
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-abdominal_paindiscomfort
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-abdominal_paindiscomfort
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-acute_pancreatitis
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-acute_pancreatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-appendicitis
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-appendicitis
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-belching
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-belching
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-bloody_stools
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-bloody_stools
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-bowel_ischaemia
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-bowel_ischaemia
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-diarrhoea
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-diarrhoea
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-dyspepsia
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-dyspepsia
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-gallstones_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-gallstones_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-gastro_oesophageal_reflux_disease
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-gastro_oesophageal_reflux_disease
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-ibs
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-ibs
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-intestinal_obstruction
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-lower_gi_bleeding
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                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-lower_gi_bleeding
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-nausea
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-nausea
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-nausea
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-nonalcoholic_steatohepatitis
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-nonalcoholic_steatohepatitis
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-nonalcoholic_steatohepatitis
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-nonvariceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-nonvariceal_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-nonvariceal_gi_bleeding
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-peptic_ulcer
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-peptic_ulcer
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-peptic_ulcer
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                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-upper_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-upper_gi_bleeding
- 
                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-upper_gi_bleeding
- 
                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-variceal_gi_bleeding
- 
                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-variceal_gi_bleeding
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                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-variceal_gi_bleeding
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                  make_model_input-cohort_unvax-sub_covid_nonhospitalised-vomiting
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                  describe_model_input-cohort_unvax-sub_covid_nonhospitalised-vomiting
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                  cox_ipw-cohort_unvax-sub_covid_nonhospitalised-vomiting
- 
                  make_model_input-cohort_vax-sub_covid_nonhospitalised-
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                  describe_model_input-cohort_vax-sub_covid_nonhospitalised-
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                  cox_ipw-cohort_vax-sub_covid_nonhospitalised-
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                  make_model_input-cohort_vax-sub_covid_nonhospitalised-abdominal_distension
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                  describe_model_input-cohort_vax-sub_covid_nonhospitalised-abdominal_distension
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                  cox_ipw-cohort_vax-sub_covid_nonhospitalised-abdominal_distension
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                  make_model_input-cohort_vax-sub_covid_nonhospitalised-abdominal_paindiscomfort
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                  describe_model_input-cohort_vax-sub_covid_nonhospitalised-abdominal_paindiscomfort
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                  cox_ipw-cohort_vax-sub_covid_nonhospitalised-abdominal_paindiscomfort
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                  make_model_input-cohort_vax-sub_covid_nonhospitalised-acute_pancreatitis
 
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