generated from opensafely/research-template
/
project.yaml
9659 lines (8853 loc) · 616 KB
/
project.yaml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
version: '3.0'
expectations:
population_size: 150000
actions:
## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #
## DO NOT EDIT project.yaml DIRECTLY
## This file is created by create_project_actions.R
## Edit and run create_project_actions.R to update the project.yaml
## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # #
vax_eligibility_inputs:
run: r:latest analysis/metadates.R
outputs:
highly_sensitive:
study_dates_json: output/study_dates.json
vax_jcvi_groups: output/vax_jcvi_groups.csv.gz
vax_eligible_dates: output/vax_eligible_dates.csv.gz
generate_study_population_prelim:
run: cohortextractor:latest generate_cohort --study-definition study_definition_prelim
--output-format csv.gz
needs:
- vax_eligibility_inputs
outputs:
highly_sensitive:
cohort: output/input_prelim.csv.gz
generate_index_dates:
run: r:latest analysis/prelim.R
needs:
- vax_eligibility_inputs
- generate_study_population_prelim
outputs:
highly_sensitive:
index_dates: output/index_dates.csv.gz
## Generate study population - prevax
generate_study_population_prevax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_prevax
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_prevax.csv.gz
## Generate study population - unvax
generate_study_population_unvax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_unvax
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_unvax.csv.gz
## Generate study population - vax
generate_study_population_vax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_vax
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_vax.csv.gz
## Generate study population history - prevax
generate_study_population_history_prevax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_prevax_history
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_prevax_history.csv.gz
## Generate study population history - unvax
generate_study_population_history_unvax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_unvax_history
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_unvax_history.csv.gz
## Generate study population history - vax
generate_study_population_history_vax:
run: cohortextractor:latest generate_cohort --study-definition study_definition_vax_history
--output-format csv.gz
needs:
- vax_eligibility_inputs
- generate_index_dates
outputs:
highly_sensitive:
cohort: output/input_vax_history.csv.gz
## Preprocess data - prevax
preprocess_data_prevax:
run: r:latest analysis/preprocess/preprocess_data.R prevax
needs:
- generate_index_dates
- generate_study_population_prevax
outputs:
highly_sensitive:
cohort: output/input_prevax.rds
venn: output/venn_prevax.rds
## Preprocess data - unvax
preprocess_data_unvax:
run: r:latest analysis/preprocess/preprocess_data.R unvax
needs:
- generate_index_dates
- generate_study_population_unvax
outputs:
highly_sensitive:
cohort: output/input_unvax.rds
venn: output/venn_unvax.rds
## Preprocess data - vax
preprocess_data_vax:
run: r:latest analysis/preprocess/preprocess_data.R vax
needs:
- generate_index_dates
- generate_study_population_vax
outputs:
highly_sensitive:
cohort: output/input_vax.rds
venn: output/venn_vax.rds
## Stage 1 - data cleaning - prevax
stage1_data_cleaning_prevax:
run: r:latest analysis/preprocess/stage1_data_cleaning.R prevax
needs:
- vax_eligibility_inputs
- preprocess_data_prevax
outputs:
moderately_sensitive:
consort: output/consort_prevax.csv
consort_midpoint6: output/consort_prevax_midpoint6.csv
highly_sensitive:
cohort: output/input_prevax_stage1.rds
describe_stage1_data_cleaning_prevax:
run: r:latest analysis/model/describe_file.R input_prevax_stage1 rds
needs:
- stage1_data_cleaning_prevax
outputs:
moderately_sensitive:
describe_model_input: output/describe-input_prevax_stage1.txt
## Stage 1 - data cleaning - unvax
stage1_data_cleaning_unvax:
run: r:latest analysis/preprocess/stage1_data_cleaning.R unvax
needs:
- vax_eligibility_inputs
- preprocess_data_unvax
outputs:
moderately_sensitive:
consort: output/consort_unvax.csv
consort_midpoint6: output/consort_unvax_midpoint6.csv
highly_sensitive:
cohort: output/input_unvax_stage1.rds
describe_stage1_data_cleaning_unvax:
run: r:latest analysis/model/describe_file.R input_unvax_stage1 rds
needs:
- stage1_data_cleaning_unvax
outputs:
moderately_sensitive:
describe_model_input: output/describe-input_unvax_stage1.txt
## Stage 1 - data cleaning - vax
stage1_data_cleaning_vax:
run: r:latest analysis/preprocess/stage1_data_cleaning.R vax
needs:
- vax_eligibility_inputs
- preprocess_data_vax
outputs:
moderately_sensitive:
consort: output/consort_vax.csv
consort_midpoint6: output/consort_vax_midpoint6.csv
highly_sensitive:
cohort: output/input_vax_stage1.rds
describe_stage1_data_cleaning_vax:
run: r:latest analysis/model/describe_file.R input_vax_stage1 rds
needs:
- stage1_data_cleaning_vax
outputs:
moderately_sensitive:
describe_model_input: output/describe-input_vax_stage1.txt
## Join stage1 and history data - prevax
preprocess_stage1_history_data_cleaning_prevax:
run: r:latest analysis/preprocess/preprocess_stage1_history_data_cleaning.R prevax
needs:
- stage1_data_cleaning_prevax
- generate_study_population_history_prevax
outputs:
highly_sensitive:
cohort_final: output/input_prevax_new_stage1.rds
## Join stage1 and history data - unvax
preprocess_stage1_history_data_cleaning_unvax:
run: r:latest analysis/preprocess/preprocess_stage1_history_data_cleaning.R unvax
needs:
- stage1_data_cleaning_unvax
- generate_study_population_history_unvax
outputs:
highly_sensitive:
cohort_final: output/input_unvax_new_stage1.rds
## Join stage1 and history data - vax
preprocess_stage1_history_data_cleaning_vax:
run: r:latest analysis/preprocess/preprocess_stage1_history_data_cleaning.R vax
needs:
- stage1_data_cleaning_vax
- generate_study_population_history_vax
outputs:
highly_sensitive:
cohort_final: output/input_vax_new_stage1.rds
make_consort_output:
run: r:latest analysis/model/make_other_output.R consort prevax;vax;unvax
needs:
- stage1_data_cleaning_prevax
- stage1_data_cleaning_vax
- stage1_data_cleaning_unvax
outputs:
moderately_sensitive:
consort_output_midpoint6: output/consort_output_midpoint6.csv
make_table1_output:
run: r:latest analysis/model/make_other_output.R table1 prevax;vax;unvax
needs:
- table1_prevax
- table1_vax
- table1_unvax
outputs:
moderately_sensitive:
table1_output_midpoint6: output/table1_output_midpoint6.csv
make_extendedtable1_part1_output:
run: r:latest analysis/model/make_other_output.R extendedtable1_part1 prevax;vax;unvax
needs:
- extendedtable1_part1_prevax
- extendedtable1_part1_vax
- extendedtable1_part1_unvax
outputs:
moderately_sensitive:
table1_output_midpoint6: output/extendedtable1_part1_output_midpoint6.csv
make_extendedtable1_part2_output:
run: r:latest analysis/model/make_other_output.R extendedtable1_part2 prevax;vax;unvax
needs:
- extendedtable1_part2_prevax
- extendedtable1_part2_vax
- extendedtable1_part2_unvax
outputs:
moderately_sensitive:
table1_output_midpoint6: output/extendedtable1_part2_output_midpoint6.csv
make_table2_output:
run: r:latest analysis/model/make_other_output.R table2 prevax;vax;unvax
needs:
- table2_prevax
- table2_vax
- table2_unvax
outputs:
moderately_sensitive:
table2_output_midpoint6: output/table2_output_midpoint6.csv
## Table 1 - prevax
table1_prevax:
run: r:latest analysis/descriptives/table1.R prevax
needs:
- preprocess_stage1_history_data_cleaning_prevax
outputs:
moderately_sensitive:
table1: output/table1_prevax.csv
table1_midpoint6: output/table1_prevax_midpoint6.csv
extendedtable1_part1_prevax:
run: r:latest analysis/descriptives/extendedtable1_part1.R prevax
needs:
- preprocess_stage1_history_data_cleaning_prevax
outputs:
moderately_sensitive:
extendedtable1_part1: output/extendedtable1_part1_prevax.csv
extendedtable1_part1_midpoint6: output/extendedtable1_part1_prevax_midpoint6.csv
extendedtable1_part2_prevax:
run: r:latest analysis/descriptives/extendedtable1_part2.R prevax
needs:
- preprocess_stage1_history_data_cleaning_prevax
outputs:
moderately_sensitive:
extendedtable1_part2: output/extendedtable1_part2_prevax.csv
extendedtable1_part2_midpoint6: output/extendedtable1_part2_prevax_midpoint6.csv
## Table 1 - unvax
table1_unvax:
run: r:latest analysis/descriptives/table1.R unvax
needs:
- preprocess_stage1_history_data_cleaning_unvax
outputs:
moderately_sensitive:
table1: output/table1_unvax.csv
table1_midpoint6: output/table1_unvax_midpoint6.csv
extendedtable1_part1_unvax:
run: r:latest analysis/descriptives/extendedtable1_part1.R unvax
needs:
- preprocess_stage1_history_data_cleaning_unvax
outputs:
moderately_sensitive:
extendedtable1_part1: output/extendedtable1_part1_unvax.csv
extendedtable1_part1_midpoint6: output/extendedtable1_part1_unvax_midpoint6.csv
extendedtable1_part2_unvax:
run: r:latest analysis/descriptives/extendedtable1_part2.R unvax
needs:
- preprocess_stage1_history_data_cleaning_unvax
outputs:
moderately_sensitive:
extendedtable1_part2: output/extendedtable1_part2_unvax.csv
extendedtable1_part2_midpoint6: output/extendedtable1_part2_unvax_midpoint6.csv
## Table 1 - vax
table1_vax:
run: r:latest analysis/descriptives/table1.R vax
needs:
- preprocess_stage1_history_data_cleaning_vax
outputs:
moderately_sensitive:
table1: output/table1_vax.csv
table1_midpoint6: output/table1_vax_midpoint6.csv
extendedtable1_part1_vax:
run: r:latest analysis/descriptives/extendedtable1_part1.R vax
needs:
- preprocess_stage1_history_data_cleaning_vax
outputs:
moderately_sensitive:
extendedtable1_part1: output/extendedtable1_part1_vax.csv
extendedtable1_part1_midpoint6: output/extendedtable1_part1_vax_midpoint6.csv
extendedtable1_part2_vax:
run: r:latest analysis/descriptives/extendedtable1_part2.R vax
needs:
- preprocess_stage1_history_data_cleaning_vax
outputs:
moderately_sensitive:
extendedtable1_part2: output/extendedtable1_part2_vax.csv
extendedtable1_part2_midpoint6: output/extendedtable1_part2_vax_midpoint6.csv
## Stage 5 - Run models
make_model_input-cohort_prevax-main-addison:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-addison
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-addison.rds
cox_ipw-cohort_prevax-main-addison:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-addison.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-addison.csv
needs:
- make_model_input-cohort_prevax-main-addison
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-addison.csv
make_model_input-cohort_prevax-main-aha:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-aha
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-aha.rds
cox_ipw-cohort_prevax-main-aha:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-aha.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-aha.csv
needs:
- make_model_input-cohort_prevax-main-aha
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-aha.csv
make_model_input-cohort_prevax-main-anca:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-anca
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-anca.rds
cox_ipw-cohort_prevax-main-anca:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-anca.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-anca.csv
needs:
- make_model_input-cohort_prevax-main-anca
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-anca.csv
make_model_input-cohort_prevax-main-apa:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-apa
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-apa.rds
cox_ipw-cohort_prevax-main-apa:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-apa.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-apa.csv
needs:
- make_model_input-cohort_prevax-main-apa
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-apa.csv
make_model_input-cohort_prevax-main-as:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-as
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-as.rds
cox_ipw-cohort_prevax-main-as:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-as.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-as.csv
needs:
- make_model_input-cohort_prevax-main-as
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-as.csv
make_model_input-cohort_prevax-main-axial:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-axial
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-axial.rds
cox_ipw-cohort_prevax-main-axial:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-axial.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-axial.csv
needs:
- make_model_input-cohort_prevax-main-axial
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-axial.csv
make_model_input-cohort_prevax-main-celiac:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-celiac
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-celiac.rds
cox_ipw-cohort_prevax-main-celiac:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-celiac.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-celiac.csv
needs:
- make_model_input-cohort_prevax-main-celiac
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-celiac.csv
make_model_input-cohort_prevax-main-cis:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-cis
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-cis.rds
cox_ipw-cohort_prevax-main-cis:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-cis.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-cis.csv
needs:
- make_model_input-cohort_prevax-main-cis
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-cis.csv
make_model_input-cohort_prevax-main-composite_ai:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-composite_ai
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-composite_ai.rds
cox_ipw-cohort_prevax-main-composite_ai:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-composite_ai.rds
--ipw=TRUE --exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-composite_ai.csv
needs:
- make_model_input-cohort_prevax-main-composite_ai
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-composite_ai.csv
make_model_input-cohort_prevax-main-crohn:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-crohn
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-crohn.rds
cox_ipw-cohort_prevax-main-crohn:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-crohn.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-crohn.csv
needs:
- make_model_input-cohort_prevax-main-crohn
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-crohn.csv
make_model_input-cohort_prevax-main-gca:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-gca
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-gca.rds
cox_ipw-cohort_prevax-main-gca:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-gca.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-gca.csv
needs:
- make_model_input-cohort_prevax-main-gca
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-gca.csv
make_model_input-cohort_prevax-main-glb:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-glb
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-glb.rds
cox_ipw-cohort_prevax-main-glb:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-glb.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-glb.csv
needs:
- make_model_input-cohort_prevax-main-glb
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-glb.csv
make_model_input-cohort_prevax-main-grave:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grave
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grave.rds
cox_ipw-cohort_prevax-main-grave:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grave.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grave.csv
needs:
- make_model_input-cohort_prevax-main-grave
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grave.csv
make_model_input-cohort_prevax-main-grp1_ifa:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp1_ifa
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp1_ifa.rds
cox_ipw-cohort_prevax-main-grp1_ifa:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp1_ifa.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp1_ifa.csv
needs:
- make_model_input-cohort_prevax-main-grp1_ifa
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp1_ifa.csv
make_model_input-cohort_prevax-main-grp2_ctd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp2_ctd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp2_ctd.rds
cox_ipw-cohort_prevax-main-grp2_ctd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp2_ctd.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp2_ctd.csv
needs:
- make_model_input-cohort_prevax-main-grp2_ctd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp2_ctd.csv
make_model_input-cohort_prevax-main-grp3_isd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp3_isd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp3_isd.rds
cox_ipw-cohort_prevax-main-grp3_isd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp3_isd.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp3_isd.csv
needs:
- make_model_input-cohort_prevax-main-grp3_isd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp3_isd.csv
make_model_input-cohort_prevax-main-grp4_agi_ibd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp4_agi_ibd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp4_agi_ibd.rds
cox_ipw-cohort_prevax-main-grp4_agi_ibd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp4_agi_ibd.rds
--ipw=TRUE --exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp4_agi_ibd.csv
needs:
- make_model_input-cohort_prevax-main-grp4_agi_ibd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp4_agi_ibd.csv
make_model_input-cohort_prevax-main-grp5_atv:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp5_atv
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp5_atv.rds
cox_ipw-cohort_prevax-main-grp5_atv:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp5_atv.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp5_atv.csv
needs:
- make_model_input-cohort_prevax-main-grp5_atv
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp5_atv.csv
make_model_input-cohort_prevax-main-grp6_trd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp6_trd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp6_trd.rds
cox_ipw-cohort_prevax-main-grp6_trd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp6_trd.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp6_trd.csv
needs:
- make_model_input-cohort_prevax-main-grp6_trd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp6_trd.csv
make_model_input-cohort_prevax-main-grp7_htd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp7_htd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp7_htd.rds
cox_ipw-cohort_prevax-main-grp7_htd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp7_htd.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp7_htd.csv
needs:
- make_model_input-cohort_prevax-main-grp7_htd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp7_htd.csv
make_model_input-cohort_prevax-main-grp8_ind:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-grp8_ind
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-grp8_ind.rds
cox_ipw-cohort_prevax-main-grp8_ind:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-grp8_ind.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-grp8_ind.csv
needs:
- make_model_input-cohort_prevax-main-grp8_ind
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-grp8_ind.csv
make_model_input-cohort_prevax-main-hashimoto:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-hashimoto
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-hashimoto.rds
cox_ipw-cohort_prevax-main-hashimoto:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-hashimoto.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-hashimoto.csv
needs:
- make_model_input-cohort_prevax-main-hashimoto
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-hashimoto.csv
make_model_input-cohort_prevax-main-hs:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-hs
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-hs.rds
cox_ipw-cohort_prevax-main-hs:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-hs.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-hs.csv
needs:
- make_model_input-cohort_prevax-main-hs
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-hs.csv
make_model_input-cohort_prevax-main-ibd:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-ibd
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-ibd.rds
cox_ipw-cohort_prevax-main-ibd:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-ibd.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-ibd.csv
needs:
- make_model_input-cohort_prevax-main-ibd
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-ibd.csv
make_model_input-cohort_prevax-main-iga_vasc:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-iga_vasc
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-iga_vasc.rds
cox_ipw-cohort_prevax-main-iga_vasc:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-iga_vasc.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke
--cox_start=index_date --cox_stop=end_date_outcome --study_start=2020-01-01
--study_stop=2021-12-14 --cut_points=1;28;197;365;714 --controls_per_case=20
--total_event_threshold=50 --episode_event_threshold=5 --covariate_threshold=5
--age_spline=TRUE --df_output=model_output-cohort_prevax-main-iga_vasc.csv
needs:
- make_model_input-cohort_prevax-main-iga_vasc
outputs:
moderately_sensitive:
model_output: output/model_output-cohort_prevax-main-iga_vasc.csv
make_model_input-cohort_prevax-main-im:
run: r:latest analysis/model/make_model_input.R cohort_prevax-main-im
needs:
- preprocess_stage1_history_data_cleaning_prevax
- preprocess_stage1_history_data_cleaning_vax
- preprocess_stage1_history_data_cleaning_unvax
outputs:
highly_sensitive:
model_input: output/model_input-cohort_prevax-main-im.rds
cox_ipw-cohort_prevax-main-im:
run: cox-ipw:v0.0.31 --df_input=model_input-cohort_prevax-main-im.rds --ipw=TRUE
--exposure=exp_date --outcome=out_date --strata=cov_cat_region --covariate_sex=cov_cat_sex
--covariate_age=cov_num_age --covariate_other=cov_cat_ethnicity;cov_cat_deprivation;cov_num_consulation_rate;cov_num_outpatient_rate;cov_cat_smoking_status;cov_bin_healthcare_worker;cov_bin_carehome_status;cov_bin_dementia;cov_bin_liver_disease;cov_bin_ckd;cov_bin_cancer;cov_bin_hypertension;cov_bin_diabetes;cov_bin_obesity;cov_bin_copd;cov_bin_ami;cov_bin_isch_stroke