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update qs_ophtha.R and rda
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Jane Gao (高洁) committed Jul 31, 2023
1 parent 36bb03f commit bbd1898
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41 changes: 36 additions & 5 deletions data-raw/qs_ophtha.R
Original file line number Diff line number Diff line change
@@ -1,11 +1,22 @@
library(dplyr)
library(stringr)
data("qs")
library(metatools)
library(haven)
library(admiral)


# from CDISC pilot study ----
sdtm_path <- "https://github.com/cdisc-org/sdtm-adam-pilot-project/blob/master/updated-pilot-submission-package/900172/m5/datasets/cdiscpilot01/tabulations/sdtm/" # nolint
raw_qs <- read_xpt(paste0(sdtm_path, "qs", ".xpt?raw=true")) %>%
convert_blanks_to_na()


# set seed to get same results each run
set.seed(999)

# add vfq data
# create new QS data - keep standard variables from previous ADMIRAL project's QS ====
qs1 <- qs %>%
qs1 <- raw_qs %>%
# select standard variables
select(STUDYID, DOMAIN, USUBJID, QSBLFL, VISITNUM, VISIT, VISITDY, QSDTC, QSDY) %>%
# keep unique subjects and visits per subject
Expand Down Expand Up @@ -124,9 +135,29 @@ qs3 <- qs2 %>%
# NOTE: the QS2 dataset made above should be stacked below the qs dataset.
# output qs_ophtha.RDS
# remove the original vfq part from admiral_qs
admiral_qs_novfq <- qs %>% filter(QSCAT != "NEI VFQ-25")
admiral_qs_novfq <- raw_qs %>% filter(QSCAT != "NEI VFQ-25")

qs_ophtha1 <- rbind(admiral_qs_novfq, qs3)

# --SEQ and keep relevant variables;
qs_ophtha2 <- qs_ophtha1 %>%
select(-QSSEQ) %>%
arrange(STUDYID, USUBJID, QSCAT, QSTESTCD,QSDTC,VISITNUM)

qs_ophtha3 <- qs_ophtha2 %>%
group_by(STUDYID, USUBJID) %>%
mutate(QSSEQ = row_number()) %>%
select(
STUDYID, DOMAIN, USUBJID, QSSEQ, QSTESTCD, QSTEST, QSCAT, QSSCAT, QSORRES, QSORRESU, QSSTRESC, QSSTRESN, QSSTRESU,
QSBLFL, QSDRVFL, VISITNUM, VISIT, VISITDY, QSDTC, QSDY
) %>%
ungroup()

qs_ophtha <- qs_ophtha3

qs_ophtha <- rbind(admiral_qs_novfq, qs3)
# assign dataset label
attr(qs_ophtha, "label") <- "Questionnaires"

# ---- Save output for temporary usage ----
save(qs_ophtha, file = file.path("data", "qs_ophtha.rda"), compress = "bzip2")
# save(qs_ophtha, file = "data/qs_ophtha.rda", compress = "bzip2")
usethis::use_data(qs_ophtha, overwrite = TRUE)
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