From 89aad3678c076e914fa3ec6f2df23b9c0fc0b684 Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Wed, 31 Jul 2024 09:34:31 +0000 Subject: [PATCH 01/12] #56 draft version of the eg table generation script --- data-raw/eg.R | 196 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 196 insertions(+) create mode 100644 data-raw/eg.R diff --git a/data-raw/eg.R b/data-raw/eg.R new file mode 100644 index 0000000..7611d25 --- /dev/null +++ b/data-raw/eg.R @@ -0,0 +1,196 @@ +library(dplyr) + +studyid <- "CDISCPILOT01" +domain <- "EG" +usubjids <- unique(vs$USUBJID) +egtestcds <- c("QT", "HR", "RR", "ECGINT") +visits <- c( + "SCREENING 1", + "SCREENING 2", + "BASELINE", + "AMBUL ECG PLACEMENT", + "WEEK 2", + "WEEK 4", + "AMBUL ECG REMOVAL", + "WEEK 6", + "WEEK 8", + "WEEK 12", + "WEEK 16", + "WEEK 20", + "WEEK 24", + "WEEK 26", + "RETRIEVAL" +) + +egtpts <- c( + "AFTER LYING DOWN FOR 5 MINUTES", + "AFTER STANDING FOR 1 MINUTE", + "AFTER STANDING FOR 3 MINUTES" +) + + +visitnum_mapping <- c( + "SCREENING 1" = 1, + "SCREENING 2" = 2, + "BASELINE" = 3, + "AMBUL ECG PLACEMENT" = 3.5, + "WEEK 2" = 4, + "WEEK 4" = 5, + "AMBUL ECG REMOVAL" = 6, + "WEEK 6" = 7, + "WEEK 8" = 8, + "WEEK 12" = 9, + "WEEK 16" = 10, + "WEEK 20" = 11, + "WEEK 24" = 12, + "WEEK 26" = 13, + "RETRIEVAL" = 201 +) + +visitdy_mapping <- c( + "SCREENING 1" = -7, + "SCREENING 2" = -1, + "BASELINE" = 1, + "AMBUL ECG PLACEMENT" = 13, + "WEEK 2" = 14, + "WEEK 4" = 28, + "AMBUL ECG REMOVAL" = 30, + "WEEK 6" = 42, + "WEEK 8" = 56, + "WEEK 12" = 84, + "WEEK 16" = 112, + "WEEK 20" = 140, + "WEEK 24" = 168, + "WEEK 26" = 182, + "RETRIEVAL" = 168 +) + +egtptnum_mapping <- c( + "AFTER LYING DOWN FOR 5 MINUTES" = 815, + "AFTER STANDING FOR 1 MINUTE" = 816, + "AFTER STANDING FOR 3 MINUTES" = 817 +) + +egeltm_mapping <- c( + "AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", + "AFTER STANDING FOR 1 MINUTE" = "PT1M", + "AFTER STANDING FOR 3 MINUTES" = "PT3M" +) + +egtest_mapping <- c( + "QT" = "QT Duration", + "HR" = "Heart Rate", + "RR" = "RR Duration", + "ECGINT" = "ECG Interpretation" +) + +egorresu_mapping <- c( + "QT" = "mmHg", + "HR" = "BEATS/MIN", + "RR" = "mmHg", + "ECGINT" = "LB" +) + +egstresu_mapping <- c( + "QT" = "msec", + "HR" = "BEATS/MIN", + "RR" = "msec", + "ECGINT" = NA +) + +egdtc = select(vs, USUBJID, VISIT, VSDTC) %>% distinct() + + +add_patient <- function(usubjid) { + patient <- expand.grid( + USUBJID = usubjid, + EGTESTCD = egtestcds, + EGTPT = egtpts, + VISIT = visits + ) %>% arrange(EGTESTCD) %>% + group_by(VISIT) %>% + filter(!(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% + ungroup() %>% left_join(egdtc, by = c("USUBJID", "VISIT")) %>% + mutate( + STUDYID = studyid, + USUBJID = as.character(USUBJID), + DOMAIN = domain, + EGSEQ = row_number(), + EGTESTCD = as.character(EGTESTCD), + EGTEST = egtest_mapping[EGTESTCD], + EGORRESU = egorresu_mapping[EGTESTCD], + EGBLFL = ifelse(VISIT == "BASELINE", "Y", ""), + VISITNUM = visitnum_mapping[VISIT], + VISITDY = visitdy_mapping[VISIT], + EGTPTNUM = ifelse(EGTESTCD == "ECGINT", NA, egtptnum_mapping[EGTPT]), + EGELTM = ifelse(EGTESTCD == "ECGINT", "", egeltm_mapping[EGTPT]), + EGTPTREF = ifelse( + EGTESTCD == "ECGINT", + "", + ifelse(EGELTM == "PT5M", "PATIENT SUPINE", "PATIENT STANDING") + ), + EGSTAT = "", + EGSTRESU = egstresu_mapping[EGTESTCD], + EGSTRESN = case_when( + EGTESTCD == "RR" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 543.9985, 80)), + EGTESTCD == "RR" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 536.0161, 80)), + EGTESTCD == "RR" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 532.3233, 80)), + EGTESTCD == "HR" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 70.04389, 10)), + EGTESTCD == "HR" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 74.27798, 10)), + EGTESTCD == "HR" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 74.77461, 10)), + EGTESTCD == "QT" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 450.9781, 60)), + EGTESTCD == "QT" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), + EGTESTCD == "QT" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) + ), + EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( + "NORMAL", "ABNORMAL" + ), 1), as.character(EGSTRESN)), + EGORRES = EGSTRESC, + EGLOC = "", + EGDY = VISITDY, + EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT), + EGDTC = VSDTC + ) %>% filter(!is.na(EGDTC)) %>% filter(!(EGTESTCD == "ECGINT" & (VISIT == "AMBUL ECG PLACEMENT" | VISIT == "AMBUL ECG REMOVAL" | VISIT == "RETRIEVAL" | VISIT == "SCREENING 2"))) +} + +patients <- lapply(usubjids, add_patient) %>% + bind_rows() %>% + select( + STUDYID, + DOMAIN, + USUBJID, + EGSEQ, + EGTESTCD, + EGTEST, + EGORRES, + EGORRESU, + EGSTRESC, + EGSTRESN, + EGSTRESU, + EGSTAT, + EGLOC, + EGBLFL, + VISITNUM, + VISIT, + VISITDY, + EGDTC, + EGDY, + EGTPT, + EGTPTNUM, + EGELTM, + EGTPTREF + ) + +View(patients) +# HR - 40 to 134 +# RR - 280 to 868 +# QT - 234 to 708 From a79f5e019ab3c3f848d75af8d2cda85373185eba Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Wed, 31 Jul 2024 10:40:53 +0000 Subject: [PATCH 02/12] #56 code improved, labels and comments added --- data-raw/eg.R | 154 +++++++++++++++++++++++++++++++---------------- data/eg_test.rda | Bin 0 -> 106362 bytes 2 files changed, 101 insertions(+), 53 deletions(-) create mode 100644 data/eg_test.rda diff --git a/data-raw/eg.R b/data-raw/eg.R index 7611d25..aaee4fa 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -1,8 +1,12 @@ +# Load necessary libraries library(dplyr) +library(labelled) +# Define constants and mappings studyid <- "CDISCPILOT01" domain <- "EG" -usubjids <- unique(vs$USUBJID) +usubjids <- + unique(vs$USUBJID) # Get unique subject IDs from vs data frame egtestcds <- c("QT", "HR", "RR", "ECGINT") visits <- c( "SCREENING 1", @@ -21,14 +25,11 @@ visits <- c( "WEEK 26", "RETRIEVAL" ) - egtpts <- c( "AFTER LYING DOWN FOR 5 MINUTES", "AFTER STANDING FOR 1 MINUTE", "AFTER STANDING FOR 3 MINUTES" ) - - visitnum_mapping <- c( "SCREENING 1" = 1, "SCREENING 2" = 2, @@ -46,7 +47,6 @@ visitnum_mapping <- c( "WEEK 26" = 13, "RETRIEVAL" = 201 ) - visitdy_mapping <- c( "SCREENING 1" = -7, "SCREENING 2" = -1, @@ -64,33 +64,28 @@ visitdy_mapping <- c( "WEEK 26" = 182, "RETRIEVAL" = 168 ) - egtptnum_mapping <- c( "AFTER LYING DOWN FOR 5 MINUTES" = 815, "AFTER STANDING FOR 1 MINUTE" = 816, "AFTER STANDING FOR 3 MINUTES" = 817 ) - egeltm_mapping <- c( "AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", "AFTER STANDING FOR 1 MINUTE" = "PT1M", "AFTER STANDING FOR 3 MINUTES" = "PT3M" ) - egtest_mapping <- c( "QT" = "QT Duration", "HR" = "Heart Rate", "RR" = "RR Duration", "ECGINT" = "ECG Interpretation" ) - egorresu_mapping <- c( "QT" = "mmHg", "HR" = "BEATS/MIN", "RR" = "mmHg", "ECGINT" = "LB" ) - egstresu_mapping <- c( "QT" = "msec", "HR" = "BEATS/MIN", @@ -98,71 +93,95 @@ egstresu_mapping <- c( "ECGINT" = NA ) -egdtc = select(vs, USUBJID, VISIT, VSDTC) %>% distinct() +# Extract unique date/time of measurements for each subject and visit +egdtc <- vs %>% + select(USUBJID, VISIT, VSDTC) %>% + distinct() %>% + rename(EGDTC = VSDTC) +# Set seed for reproducibility +set.seed(123) +# Function to generate patient data add_patient <- function(usubjid) { - patient <- expand.grid( + patient <- expand.grid( USUBJID = usubjid, EGTESTCD = egtestcds, EGTPT = egtpts, VISIT = visits - ) %>% arrange(EGTESTCD) %>% + ) %>% + arrange(EGTESTCD) %>% group_by(VISIT) %>% - filter(!(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% - ungroup() %>% left_join(egdtc, by = c("USUBJID", "VISIT")) %>% + filter(!( + EGTESTCD == "ECGINT" & + VISIT %in% c( + "AMBUL ECG PLACEMENT", + "AMBUL ECG REMOVAL", + "RETRIEVAL", + "SCREENING 2" + ) + ) & + !(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% + ungroup() %>% + left_join(egdtc, by = c("USUBJID", "VISIT")) %>% + filter(!is.na(EGDTC)) %>% mutate( STUDYID = studyid, - USUBJID = as.character(USUBJID), DOMAIN = domain, - EGSEQ = row_number(), + EGSEQ = as.numeric(row_number()), + # Generate sequence number EGTESTCD = as.character(EGTESTCD), EGTEST = egtest_mapping[EGTESTCD], EGORRESU = egorresu_mapping[EGTESTCD], + EGELTM = ifelse(EGTESTCD == "ECGINT", "", egeltm_mapping[EGTPT]), + # Generate random results based on test type and time point + EGSTRESN = case_when( + EGTESTCD == "RR" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 543.9985, + ifelse(EGELTM == "PT3M", 536.0161, 532.3233) + ), 80 + )), + EGTESTCD == "HR" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 70.04389, + ifelse(EGELTM == "PT3M", 74.27798, 74.77461) + ), 8 + )), + EGTESTCD == "QT" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 450.9781, + ifelse(EGELTM == "PT3M", 457.7265, 455.3394) + ), 60 + )) + ), + EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( + "NORMAL", "ABNORMAL" + ), 1), as.character(EGSTRESN)), + EGORRES = EGSTRESC, + EGSTRESU = egstresu_mapping[EGTESTCD], + EGSTAT = "", + EGLOC = "", EGBLFL = ifelse(VISIT == "BASELINE", "Y", ""), VISITNUM = visitnum_mapping[VISIT], VISITDY = visitdy_mapping[VISIT], EGTPTNUM = ifelse(EGTESTCD == "ECGINT", NA, egtptnum_mapping[EGTPT]), - EGELTM = ifelse(EGTESTCD == "ECGINT", "", egeltm_mapping[EGTPT]), EGTPTREF = ifelse( EGTESTCD == "ECGINT", "", ifelse(EGELTM == "PT5M", "PATIENT SUPINE", "PATIENT STANDING") ), - EGSTAT = "", - EGSTRESU = egstresu_mapping[EGTESTCD], - EGSTRESN = case_when( - EGTESTCD == "RR" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 543.9985, 80)), - EGTESTCD == "RR" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 536.0161, 80)), - EGTESTCD == "RR" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 532.3233, 80)), - EGTESTCD == "HR" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 70.04389, 10)), - EGTESTCD == "HR" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 74.27798, 10)), - EGTESTCD == "HR" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 74.77461, 10)), - EGTESTCD == "QT" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 450.9781, 60)), - EGTESTCD == "QT" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), - EGTESTCD == "QT" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) - ), - EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( - "NORMAL", "ABNORMAL" - ), 1), as.character(EGSTRESN)), - EGORRES = EGSTRESC, - EGLOC = "", EGDY = VISITDY, - EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT), - EGDTC = VSDTC - ) %>% filter(!is.na(EGDTC)) %>% filter(!(EGTESTCD == "ECGINT" & (VISIT == "AMBUL ECG PLACEMENT" | VISIT == "AMBUL ECG REMOVAL" | VISIT == "RETRIEVAL" | VISIT == "SCREENING 2"))) + EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT) + ) + return(patient) } -patients <- lapply(usubjids, add_patient) %>% +# Apply the add_patient function to each subject ID and combine results +eg_test <- lapply(usubjids, add_patient) %>% bind_rows() %>% select( STUDYID, @@ -190,7 +209,36 @@ patients <- lapply(usubjids, add_patient) %>% EGTPTREF ) -View(patients) -# HR - 40 to 134 -# RR - 280 to 868 -# QT - 234 to 708 +# Add labels to the columns +var_label(eg_test) <- list( + STUDYID = "Study Identifier", + DOMAIN = "Domain Abbreviation", + USUBJID = "Unique Subject Identifier", + EGSEQ = "Sequence Number", + EGTESTCD = "Test Code", + EGTEST = "Test Name", + EGORRES = "Original Result", + EGORRESU = "Original Units", + EGELTM = "Elapsed Time", + EGSTRESC = "Standard Character Result", + EGSTRESN = "Standard Numeric Result", + EGSTRESU = "Standard Units", + EGSTAT = "Completion Status", + EGLOC = "Location of Vital Signs Measurement", + EGBLFL = "Baseline Flag", + VISITNUM = "Visit Number", + VISIT = "Visit Name", + VISITDY = "Planned Study Day of Visit", + EGDTC = "Date/Time of Measurements", + EGDY = "Study Day of Vital Signs", + EGTPT = "Planned Time Point Number", + EGTPTNUM = "Time Point Number", + EGELTM = "Planned Elapsed Time from Time Point Ref", + EGTPTREF = "Time Point Reference" +) + +# Label the dataset +attr(eg_test, "label") <- "Electrocardiogram" + +# Save the dataset +usethis::use_data(eg_test, overwrite = TRUE) diff --git a/data/eg_test.rda b/data/eg_test.rda new file mode 100644 index 0000000000000000000000000000000000000000..4f652577d0b1903da1282b947ef94611c0a1a521 GIT binary patch literal 106362 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z@5-(Y&q;2W^;y*s(>*cW;?-%%Z|X16B;fo<+`Wih9pF3QprpE0hB z{>r5E=-U|FPVBX)QBxo5omf@%_G6c9cJ88w#lQSF8CKe5uIVhnxBTZ?-#eMt24j~2 zkXzBpB(;}MkkXzvv^+n3@m;}L-1bD1$i%UC&1HgIAjW Tn|FxnS#7MfyW>ALw;25oMAKC> literal 0 HcmV?d00001 From b321190704b2dfc74cdffaa0464c192ed13f0a5e Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Wed, 31 Jul 2024 12:19:19 +0000 Subject: [PATCH 03/12] #56 updated accordingly to pull request checklist --- data-raw/eg.R | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/data-raw/eg.R b/data-raw/eg.R index aaee4fa..7cd6c90 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -1,3 +1,6 @@ +# Dataset: eg_test +# Description: Standard EG dataset from CDISC pilot study (includes random data) + # Load necessary libraries library(dplyr) library(labelled) @@ -182,7 +185,7 @@ add_patient <- function(usubjid) { # Apply the add_patient function to each subject ID and combine results eg_test <- lapply(usubjids, add_patient) %>% - bind_rows() %>% + bind_rows() %>% select( STUDYID, DOMAIN, From 28c392af80426c716c34d2fd47eeb6d96d29bb45 Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Wed, 31 Jul 2024 12:38:59 +0000 Subject: [PATCH 04/12] #56 file name changed, minor changes involved --- data-raw/eg.R | 10 +++++----- data/eg.rda | Bin 102451 -> 106433 bytes data/eg_test.rda | Bin 106362 -> 0 bytes man/eg.Rd | 2 +- 4 files changed, 6 insertions(+), 6 deletions(-) delete mode 100644 data/eg_test.rda diff --git a/data-raw/eg.R b/data-raw/eg.R index 7cd6c90..0fbabf6 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -1,4 +1,4 @@ -# Dataset: eg_test +# Dataset: eg # Description: Standard EG dataset from CDISC pilot study (includes random data) # Load necessary libraries @@ -184,7 +184,7 @@ add_patient <- function(usubjid) { } # Apply the add_patient function to each subject ID and combine results -eg_test <- lapply(usubjids, add_patient) %>% +eg <- lapply(usubjids, add_patient) %>% bind_rows() %>% select( STUDYID, @@ -213,7 +213,7 @@ eg_test <- lapply(usubjids, 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Patients and visit schedule are copied from CDISC pilot study Vital Signs dataset. # Load necessary libraries library(dplyr) From a7c1a765e6f5c24b7664293bef0167fb8a9dceaa Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Thu, 1 Aug 2024 16:28:06 +0000 Subject: [PATCH 06/12] #56 use of function avoided, constants removed, code optimized --- data-raw/eg.R | 404 ++++++++++++++++++++++++-------------------------- data/eg.rda | Bin 106433 -> 97970 bytes eg_old.rda | Bin 0 -> 9589902 bytes 3 files changed, 196 insertions(+), 208 deletions(-) create mode 100644 eg_old.rda diff --git a/data-raw/eg.R b/data-raw/eg.R index 0fbabf6..74e36e9 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -1,191 +1,182 @@ # Dataset: eg -# Description: Standard EG dataset from CDISC pilot study (includes random data) +# Description: Standard EG dataset generated using random data. Patients and visit schedule are copied from CDISC pilot study Vital Signs dataset. -# Load necessary libraries +# Load necessary libraries ---- library(dplyr) -library(labelled) +library(metatools) -# Define constants and mappings -studyid <- "CDISCPILOT01" -domain <- "EG" -usubjids <- - unique(vs$USUBJID) # Get unique subject IDs from vs data frame -egtestcds <- c("QT", "HR", "RR", "ECGINT") -visits <- c( - "SCREENING 1", - "SCREENING 2", - "BASELINE", - "AMBUL ECG PLACEMENT", - "WEEK 2", - "WEEK 4", - "AMBUL ECG REMOVAL", - "WEEK 6", - "WEEK 8", - "WEEK 12", - "WEEK 16", - "WEEK 20", - "WEEK 24", - "WEEK 26", - "RETRIEVAL" -) -egtpts <- c( - "AFTER LYING DOWN FOR 5 MINUTES", - "AFTER STANDING FOR 1 MINUTE", - "AFTER STANDING FOR 3 MINUTES" -) -visitnum_mapping <- c( - "SCREENING 1" = 1, - "SCREENING 2" = 2, - "BASELINE" = 3, - "AMBUL ECG PLACEMENT" = 3.5, - "WEEK 2" = 4, - "WEEK 4" = 5, - "AMBUL ECG REMOVAL" = 6, - "WEEK 6" = 7, - "WEEK 8" = 8, - "WEEK 12" = 9, - "WEEK 16" = 10, - "WEEK 20" = 11, - "WEEK 24" = 12, - "WEEK 26" = 13, - "RETRIEVAL" = 201 -) -visitdy_mapping <- c( - "SCREENING 1" = -7, - "SCREENING 2" = -1, - "BASELINE" = 1, - "AMBUL ECG PLACEMENT" = 13, - "WEEK 2" = 14, - "WEEK 4" = 28, - "AMBUL ECG REMOVAL" = 30, - "WEEK 6" = 42, - "WEEK 8" = 56, - "WEEK 12" = 84, - "WEEK 16" = 112, - "WEEK 20" = 140, - "WEEK 24" = 168, - "WEEK 26" = 182, - "RETRIEVAL" = 168 -) -egtptnum_mapping <- c( - "AFTER LYING DOWN FOR 5 MINUTES" = 815, - "AFTER STANDING FOR 1 MINUTE" = 816, - "AFTER STANDING FOR 3 MINUTES" = 817 -) -egeltm_mapping <- c( - "AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", - "AFTER STANDING FOR 1 MINUTE" = "PT1M", - "AFTER STANDING FOR 3 MINUTES" = "PT3M" -) -egtest_mapping <- c( - "QT" = "QT Duration", - "HR" = "Heart Rate", - "RR" = "RR Duration", - "ECGINT" = "ECG Interpretation" -) -egorresu_mapping <- c( - "QT" = "mmHg", - "HR" = "BEATS/MIN", - "RR" = "mmHg", - "ECGINT" = "LB" -) -egstresu_mapping <- c( - "QT" = "msec", - "HR" = "BEATS/MIN", - "RR" = "msec", - "ECGINT" = NA -) +# Read input data ---- +data("vs") -# Extract unique date/time of measurements for each subject and visit +# Set seed for reproducibility ---- +set.seed(123) + +# Extract unique date/time of measurements for each subject and visit ---- egdtc <- vs %>% select(USUBJID, VISIT, VSDTC) %>% distinct() %>% rename(EGDTC = VSDTC) -# Set seed for reproducibility -set.seed(123) - -# Function to generate patient data -add_patient <- function(usubjid) { - patient <- expand.grid( - USUBJID = usubjid, - EGTESTCD = egtestcds, - EGTPT = egtpts, - VISIT = visits - ) %>% - arrange(EGTESTCD) %>% - group_by(VISIT) %>% - filter(!( - EGTESTCD == "ECGINT" & - VISIT %in% c( - "AMBUL ECG PLACEMENT", - "AMBUL ECG REMOVAL", - "RETRIEVAL", - "SCREENING 2" - ) - ) & - !(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% - ungroup() %>% - left_join(egdtc, by = c("USUBJID", "VISIT")) %>% - filter(!is.na(EGDTC)) %>% - mutate( - STUDYID = studyid, - DOMAIN = domain, - EGSEQ = as.numeric(row_number()), - # Generate sequence number - EGTESTCD = as.character(EGTESTCD), - EGTEST = egtest_mapping[EGTESTCD], - EGORRESU = egorresu_mapping[EGTESTCD], - EGELTM = ifelse(EGTESTCD == "ECGINT", "", egeltm_mapping[EGTPT]), - # Generate random results based on test type and time point - EGSTRESN = case_when( - EGTESTCD == "RR" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 543.9985, - ifelse(EGELTM == "PT3M", 536.0161, 532.3233) - ), 80 - )), - EGTESTCD == "HR" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 70.04389, - ifelse(EGELTM == "PT3M", 74.27798, 74.77461) - ), 8 - )), - EGTESTCD == "QT" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 450.9781, - ifelse(EGELTM == "PT3M", 457.7265, 455.3394) - ), 60 - )) - ), - EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( - "NORMAL", "ABNORMAL" - ), 1), as.character(EGSTRESN)), - EGORRES = EGSTRESC, - EGSTRESU = egstresu_mapping[EGTESTCD], - EGSTAT = "", - EGLOC = "", - EGBLFL = ifelse(VISIT == "BASELINE", "Y", ""), - VISITNUM = visitnum_mapping[VISIT], - VISITDY = visitdy_mapping[VISIT], - EGTPTNUM = ifelse(EGTESTCD == "ECGINT", NA, egtptnum_mapping[EGTPT]), - EGTPTREF = ifelse( - EGTESTCD == "ECGINT", - "", - ifelse(EGELTM == "PT5M", "PATIENT SUPINE", "PATIENT STANDING") - ), - EGDY = VISITDY, - EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT) - ) - return(patient) -} - -# Apply the add_patient function to each subject ID and combine results -eg <- lapply(usubjids, add_patient) %>% - bind_rows() %>% +# Generate patients data ---- +eg <- expand.grid( + USUBJID = unique(vs$USUBJID), + EGTESTCD = c("QT", "HR", "RR", "ECGINT"), + EGTPT = c( + "AFTER LYING DOWN FOR 5 MINUTES", + "AFTER STANDING FOR 1 MINUTE", + "AFTER STANDING FOR 3 MINUTES" + ), + VISIT = c( + "SCREENING 1", + "SCREENING 2", + "BASELINE", + "AMBUL ECG PLACEMENT", + "WEEK 2", + "WEEK 4", + "AMBUL ECG REMOVAL", + "WEEK 6", + "WEEK 8", + "WEEK 12", + "WEEK 16", + "WEEK 20", + "WEEK 24", + "WEEK 26", + "RETRIEVAL" + ) +) %>% + arrange(EGTESTCD) %>% + group_by(VISIT) %>% + filter(!( + # The original CDISC dataset kept no information about ECG Interpretation on specified visits. + EGTESTCD == "ECGINT" & + VISIT %in% c( + "AMBUL ECG PLACEMENT", + "AMBUL ECG REMOVAL", + "RETRIEVAL", + "SCREENING 2" + ) + ) & + !(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% + ungroup() %>% + inner_join(egdtc, by = c("USUBJID", "VISIT")) %>% + mutate( + STUDYID = "CDISCPILOT01", + DOMAIN = "EG", + EGSEQ = as.numeric(row_number()), + # Generate sequence number + EGTESTCD = as.character(EGTESTCD), + EGTEST = c( + "QT" = "QT Duration", + "HR" = "Heart Rate", + "RR" = "RR Duration", + "ECGINT" = "ECG Interpretation" + )[EGTESTCD], + EGORRESU = c( + "QT" = "mmHg", + "HR" = "BEATS/MIN", + "RR" = "mmHg", + "ECGINT" = "LB" + )[EGTESTCD], + EGELTM = ifelse( + EGTESTCD == "ECGINT", + "", + c( + "AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", + "AFTER STANDING FOR 1 MINUTE" = "PT1M", + "AFTER STANDING FOR 3 MINUTES" = "PT3M" + )[EGTPT] + ), + # Generate random results based on test type and time point + EGSTRESN = case_when( + EGTESTCD == "RR" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 543.9985, + ifelse(EGELTM == "PT3M", 536.0161, 532.3233) + ), 80 + )), + EGTESTCD == "HR" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 70.04389, + ifelse(EGELTM == "PT3M", 74.27798, 74.77461) + ), 8 + )), + EGTESTCD == "QT" ~ floor(rnorm( + n(), ifelse( + EGELTM == "PT5M", + 450.9781, + ifelse(EGELTM == "PT3M", 457.7265, 455.3394) + ), 60 + )) + ), + EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( + "NORMAL", "ABNORMAL" + ), 1), as.character(EGSTRESN)), + EGORRES = EGSTRESC, + EGSTRESU = c( + "QT" = "msec", + "HR" = "BEATS/MIN", + "RR" = "msec", + "ECGINT" = NA + )[EGTESTCD], + EGSTAT = "", + EGLOC = "", + EGBLFL = ifelse(VISIT == "BASELINE", "Y", ""), + VISITNUM = c( + "SCREENING 1" = 1, + "SCREENING 2" = 2, + "BASELINE" = 3, + "AMBUL ECG PLACEMENT" = 3.5, + "WEEK 2" = 4, + "WEEK 4" = 5, + "AMBUL ECG REMOVAL" = 6, + "WEEK 6" = 7, + "WEEK 8" = 8, + "WEEK 12" = 9, + "WEEK 16" = 10, + "WEEK 20" = 11, + "WEEK 24" = 12, + "WEEK 26" = 13, + "RETRIEVAL" = 201 + )[VISIT], + VISITDY = c( + "SCREENING 1" = -7, + "SCREENING 2" = -1, + "BASELINE" = 1, + "AMBUL ECG PLACEMENT" = 13, + "WEEK 2" = 14, + "WEEK 4" = 28, + "AMBUL ECG REMOVAL" = 30, + "WEEK 6" = 42, + "WEEK 8" = 56, + "WEEK 12" = 84, + "WEEK 16" = 112, + "WEEK 20" = 140, + "WEEK 24" = 168, + "WEEK 26" = 182, + "RETRIEVAL" = 168 + )[VISIT], + EGTPTNUM = ifelse( + EGTESTCD == "ECGINT", + NA, + c( + "AFTER LYING DOWN FOR 5 MINUTES" = 815, + "AFTER STANDING FOR 1 MINUTE" = 816, + "AFTER STANDING FOR 3 MINUTES" = 817 + )[EGTPT] + ), + EGTPTREF = ifelse( + EGTESTCD == "ECGINT", + "", + ifelse(EGELTM == "PT5M", "PATIENT SUPINE", "PATIENT STANDING") + ), + EGDY = VISITDY, + EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT) + ) %>% arrange(USUBJID, EGTESTCD, VISITNUM) %>% + group_by(USUBJID) %>% + mutate(EGSEQ = row_number()) %>% + ungroup() %>% select( STUDYID, DOMAIN, @@ -210,38 +201,35 @@ eg <- lapply(usubjids, add_patient) %>% EGTPTNUM, EGELTM, EGTPTREF + ) %>% add_labels( + STUDYID = "Study Identifier", + DOMAIN = "Domain Abbreviation", + USUBJID = "Unique Subject Identifier", + EGSEQ = "Sequence Number", + EGTESTCD = "Test Code", + EGTEST = "Test Name", + EGORRES = "Original Result", + EGORRESU = "Original Units", + EGELTM = "Elapsed Time", + EGSTRESC = "Standard Character Result", + EGSTRESN = "Standard Numeric Result", + EGSTRESU = "Standard Units", + EGSTAT = "Completion Status", + EGLOC = "Location of Vital Signs Measurement", + EGBLFL = "Baseline Flag", + VISITNUM = "Visit Number", + VISIT = "Visit Name", + VISITDY = "Planned Study Day of Visit", + EGDTC = "Date/Time of Measurements", + EGDY = "Study Day of Vital Signs", + EGTPT = "Planned Time Point Number", + EGTPTNUM = "Time Point Number", + EGELTM = "Planned Elapsed Time from Time Point Ref", + EGTPTREF = "Time Point Reference" ) -# Add labels to the columns -var_label(eg) <- list( - STUDYID = "Study Identifier", - DOMAIN = "Domain Abbreviation", - USUBJID = "Unique Subject Identifier", - EGSEQ = "Sequence Number", - EGTESTCD = "Test Code", - EGTEST = "Test Name", - EGORRES = "Original Result", - EGORRESU = "Original Units", - EGELTM = "Elapsed Time", - EGSTRESC = "Standard Character Result", - EGSTRESN = "Standard Numeric Result", - EGSTRESU = "Standard Units", - EGSTAT = "Completion Status", - EGLOC = "Location of Vital Signs Measurement", - EGBLFL = "Baseline Flag", - VISITNUM = "Visit Number", - VISIT = "Visit Name", - VISITDY = "Planned Study Day of Visit", - EGDTC = "Date/Time of Measurements", - EGDY = "Study Day of Vital Signs", - EGTPT = "Planned Time Point Number", - EGTPTNUM = "Time Point Number", - EGELTM = "Planned Elapsed Time from Time Point Ref", - EGTPTREF = "Time Point Reference" -) - -# Label the dataset +# Label the dataset ---- attr(eg, "label") <- "Electrocardiogram" -# Save the dataset +# Save the dataset ---- usethis::use_data(eg, 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2c12a1af2ad25094faf16bfc78826d0951628557 Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Fri, 2 Aug 2024 08:38:05 +0000 Subject: [PATCH 07/12] #56 code optimized, comments added --- data-raw/eg.R | 72 ++++++++++++++++++++++++-------------------------- data/eg.rda | Bin 97970 -> 105482 bytes eg_old.rda | Bin 9589902 -> 0 bytes 3 files changed, 35 insertions(+), 37 deletions(-) delete mode 100644 eg_old.rda diff --git a/data-raw/eg.R b/data-raw/eg.R index 74e36e9..7a98458 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -20,7 +20,7 @@ egdtc <- vs %>% # Generate patients data ---- eg <- expand.grid( USUBJID = unique(vs$USUBJID), - EGTESTCD = c("QT", "HR", "RR", "ECGINT"), + EGTESTCD = c("QT", "HR", "RR", "ECGINT") %>% as.character(), EGTPT = c( "AFTER LYING DOWN FOR 5 MINUTES", "AFTER STANDING FOR 1 MINUTE", @@ -44,10 +44,9 @@ eg <- expand.grid( "RETRIEVAL" ) ) %>% - arrange(EGTESTCD) %>% - group_by(VISIT) %>% + # The original CDISC dataset kept no information about ECG Interpretation on specified visits + # Remove entries with specific visit names where EGTESTCD == "ECGINT" filter(!( - # The original CDISC dataset kept no information about ECG Interpretation on specified visits. EGTESTCD == "ECGINT" & VISIT %in% c( "AMBUL ECG PLACEMENT", @@ -55,16 +54,15 @@ eg <- expand.grid( "RETRIEVAL", "SCREENING 2" ) - ) & - !(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% + )) %>% + # Remove duplicates for other visit names where EGTESTCD == "ECGINT" + group_by(USUBJID, VISIT) %>% + filter(!(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% ungroup() %>% inner_join(egdtc, by = c("USUBJID", "VISIT")) %>% mutate( STUDYID = "CDISCPILOT01", DOMAIN = "EG", - EGSEQ = as.numeric(row_number()), - # Generate sequence number - EGTESTCD = as.character(EGTESTCD), EGTEST = c( "QT" = "QT Duration", "HR" = "Heart Rate", @@ -88,27 +86,24 @@ eg <- expand.grid( ), # Generate random results based on test type and time point EGSTRESN = case_when( - EGTESTCD == "RR" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 543.9985, - ifelse(EGELTM == "PT3M", 536.0161, 532.3233) - ), 80 - )), - EGTESTCD == "HR" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 70.04389, - ifelse(EGELTM == "PT3M", 74.27798, 74.77461) - ), 8 - )), - EGTESTCD == "QT" ~ floor(rnorm( - n(), ifelse( - EGELTM == "PT5M", - 450.9781, - ifelse(EGELTM == "PT3M", 457.7265, 455.3394) - ), 60 - )) + EGTESTCD == "RR" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 543.9985, 80)), + EGTESTCD == "RR" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 536.0161, 80)), + EGTESTCD == "RR" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 532.3233, 80)), + EGTESTCD == "HR" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 70.04389, 8)), + EGTESTCD == "HR" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 74.27798, 8)), + EGTESTCD == "HR" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 74.77461, 8)), + EGTESTCD == "QT" & + EGELTM == "PT5M" ~ floor(rnorm(n(), 450.9781, 60)), + EGTESTCD == "QT" & + EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), + EGTESTCD == "QT" & + EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) ), EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( "NORMAL", "ABNORMAL" @@ -166,16 +161,18 @@ eg <- expand.grid( "AFTER STANDING FOR 3 MINUTES" = 817 )[EGTPT] ), - EGTPTREF = ifelse( - EGTESTCD == "ECGINT", - "", - ifelse(EGELTM == "PT5M", "PATIENT SUPINE", "PATIENT STANDING") + EGTPTREF = EGTPTREF <- case_when( + EGTESTCD == "ECGINT" ~ "", + EGELTM == "PT5M" ~ "PATIENT SUPINE", + TRUE ~ "PATIENT STANDING" ), EGDY = VISITDY, EGTPT = ifelse(EGTESTCD == "ECGINT", "", EGTPT) - ) %>% arrange(USUBJID, EGTESTCD, VISITNUM) %>% + ) %>% + arrange(USUBJID, EGTESTCD, VISITNUM) %>% + # Generate sequence number group_by(USUBJID) %>% - mutate(EGSEQ = row_number()) %>% + mutate(EGSEQ = row_number() %>% as.numeric()) %>% ungroup() %>% select( STUDYID, @@ -201,7 +198,8 @@ eg <- expand.grid( EGTPTNUM, EGELTM, EGTPTREF - ) %>% add_labels( + ) %>% + add_labels( STUDYID = "Study Identifier", DOMAIN = "Domain Abbreviation", USUBJID = "Unique Subject Identifier", diff --git a/data/eg.rda b/data/eg.rda index d267ae90c8ecf41670b77c0e67600b39ddae9b5b..d18bcfd3fea8219a1cc3188ab28550d5eba9c0ec 100644 GIT binary patch literal 105482 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6b927fe0371c36b4fcf1f703745bd2f32805a638 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini Date: Thu, 8 Aug 2024 09:04:34 +0000 Subject: [PATCH 08/12] #56 update formatting --- data-raw/eg.R | 77 ++++++++++++--------------------------------------- 1 file changed, 17 insertions(+), 60 deletions(-) diff --git a/data-raw/eg.R b/data-raw/eg.R index 7a98458..90bcc12 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -21,11 +21,7 @@ egdtc <- vs %>% eg <- expand.grid( USUBJID = unique(vs$USUBJID), EGTESTCD = c("QT", "HR", "RR", "ECGINT") %>% as.character(), - EGTPT = c( - "AFTER LYING DOWN FOR 5 MINUTES", - "AFTER STANDING FOR 1 MINUTE", - "AFTER STANDING FOR 3 MINUTES" - ), + EGTPT = c("AFTER LYING DOWN FOR 5 MINUTES", "AFTER STANDING FOR 1 MINUTE", "AFTER STANDING FOR 3 MINUTES"), VISIT = c( "SCREENING 1", "SCREENING 2", @@ -46,15 +42,7 @@ eg <- expand.grid( ) %>% # The original CDISC dataset kept no information about ECG Interpretation on specified visits # Remove entries with specific visit names where EGTESTCD == "ECGINT" - filter(!( - EGTESTCD == "ECGINT" & - VISIT %in% c( - "AMBUL ECG PLACEMENT", - "AMBUL ECG REMOVAL", - "RETRIEVAL", - "SCREENING 2" - ) - )) %>% + filter(!(EGTESTCD == "ECGINT" & VISIT %in% c("AMBUL ECG PLACEMENT", "AMBUL ECG REMOVAL", "RETRIEVAL", "SCREENING 2"))) %>% # Remove duplicates for other visit names where EGTESTCD == "ECGINT" group_by(USUBJID, VISIT) %>% filter(!(EGTESTCD == "ECGINT" & duplicated(EGTESTCD))) %>% @@ -63,58 +51,27 @@ eg <- expand.grid( mutate( STUDYID = "CDISCPILOT01", DOMAIN = "EG", - EGTEST = c( - "QT" = "QT Duration", - "HR" = "Heart Rate", - "RR" = "RR Duration", - "ECGINT" = "ECG Interpretation" - )[EGTESTCD], - EGORRESU = c( - "QT" = "mmHg", - "HR" = "BEATS/MIN", - "RR" = "mmHg", - "ECGINT" = "LB" - )[EGTESTCD], + EGTEST = c("QT" = "QT Duration", "HR" = "Heart Rate", "RR" = "RR Duration", "ECGINT" = "ECG Interpretation")[EGTESTCD], + EGORRESU = c("QT" = "mmHg", "HR" = "BEATS/MIN", "RR" = "mmHg", "ECGINT" = "LB")[EGTESTCD], EGELTM = ifelse( - EGTESTCD == "ECGINT", - "", - c( - "AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", - "AFTER STANDING FOR 1 MINUTE" = "PT1M", - "AFTER STANDING FOR 3 MINUTES" = "PT3M" - )[EGTPT] + EGTESTCD == "ECGINT", "", + c("AFTER LYING DOWN FOR 5 MINUTES" = "PT5M", "AFTER STANDING FOR 1 MINUTE" = "PT1M", "AFTER STANDING FOR 3 MINUTES" = "PT3M")[EGTPT] ), # Generate random results based on test type and time point EGSTRESN = case_when( - EGTESTCD == "RR" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 543.9985, 80)), - EGTESTCD == "RR" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 536.0161, 80)), - EGTESTCD == "RR" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 532.3233, 80)), - EGTESTCD == "HR" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 70.04389, 8)), - EGTESTCD == "HR" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 74.27798, 8)), - EGTESTCD == "HR" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 74.77461, 8)), - EGTESTCD == "QT" & - EGELTM == "PT5M" ~ floor(rnorm(n(), 450.9781, 60)), - EGTESTCD == "QT" & - EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), - EGTESTCD == "QT" & - EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) + EGTESTCD == "RR" & EGELTM == "PT5M" ~ floor(rnorm(n(), 543.9985, 80)), + EGTESTCD == "RR" & EGELTM == "PT3M" ~ floor(rnorm(n(), 536.0161, 80)), + EGTESTCD == "RR" & EGELTM == "PT1M" ~ floor(rnorm(n(), 532.3233, 80)), + EGTESTCD == "HR" & EGELTM == "PT5M" ~ floor(rnorm(n(), 70.04389, 8)), + EGTESTCD == "HR" & EGELTM == "PT3M" ~ floor(rnorm(n(), 74.27798, 8)), + EGTESTCD == "HR" & EGELTM == "PT1M" ~ floor(rnorm(n(), 74.77461, 8)), + EGTESTCD == "QT" & EGELTM == "PT5M" ~ floor(rnorm(n(), 450.9781, 60)), + EGTESTCD == "QT" & EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), + EGTESTCD == "QT" & EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) ), - EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( - "NORMAL", "ABNORMAL" - ), 1), as.character(EGSTRESN)), + EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( "NORMAL", "ABNORMAL"), 1), as.character(EGSTRESN)), EGORRES = EGSTRESC, - EGSTRESU = c( - "QT" = "msec", - "HR" = "BEATS/MIN", - "RR" = "msec", - "ECGINT" = NA - )[EGTESTCD], + EGSTRESU = c("QT" = "msec", "HR" = "BEATS/MIN", "RR" = "msec", "ECGINT" = NA)[EGTESTCD], EGSTAT = "", EGLOC = "", EGBLFL = ifelse(VISIT == "BASELINE", "Y", ""), From 323929096d88fff7551671ab1e18663df9ca1a20 Mon Sep 17 00:00:00 2001 From: Edoardo Mancini Date: Thu, 8 Aug 2024 12:03:14 +0000 Subject: [PATCH 09/12] #56 fix checks --- data-raw/eg.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-raw/eg.R b/data-raw/eg.R index 90bcc12..6d098c8 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -69,7 +69,7 @@ eg <- expand.grid( EGTESTCD == "QT" & EGELTM == "PT3M" ~ floor(rnorm(n(), 457.7265, 60)), EGTESTCD == "QT" & EGELTM == "PT1M" ~ floor(rnorm(n(), 455.3394, 60)) ), - EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c( "NORMAL", "ABNORMAL"), 1), as.character(EGSTRESN)), + EGSTRESC = ifelse(EGTESTCD == "ECGINT", sample(c("NORMAL", "ABNORMAL"), 1), as.character(EGSTRESN)), EGORRES = EGSTRESC, EGSTRESU = c("QT" = "msec", "HR" = "BEATS/MIN", "RR" = "msec", "ECGINT" = NA)[EGTESTCD], EGSTAT = "", From 6f2bfa32ebb67341e95f7c1e172ce4939c15622d Mon Sep 17 00:00:00 2001 From: Vladyslav Date: Fri, 9 Aug 2024 08:24:49 +0000 Subject: [PATCH 10/12] #56 Added myself as an author --- DESCRIPTION | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8240dd0..4657ab0 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -9,7 +9,8 @@ Authors@R: c( person("Pooja", "Kumari", role = "aut"), person("Stefan", "Bundfuss", role = "aut"), person("Zelos", "Zhu", role = "aut"), - person("Sadchla", "Mascary", role = "aut") + person("Sadchla", "Mascary", role = "aut"), + person("Vladyslav", "Shuliar", role = "aut") ) Description: A set of Study Data Tabulation Model (SDTM) datasets from the Clinical Data Interchange Standards Consortium (CDISC) pilot project used for testing From 3c28941c6e1509cc0a7e873183eb9a8fa65505c6 Mon Sep 17 00:00:00 2001 From: Vladyslav Shuliar Date: Tue, 13 Aug 2024 09:28:55 +0100 Subject: [PATCH 11/12] Update DESCRIPTION --- DESCRIPTION | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 4657ab0..b729270 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -3,14 +3,14 @@ Type: Package Title: SDTM Test Data for the 'Pharmaverse' Family of Packages Version: 1.0.0 Authors@R: c( - person("Edoardo", "Mancini", email = "edoardo.mancini@roche.com", role = c("aut", "cre")), + person("Edoardo", "Mancini", email = "edoardo.mancini@roche.com", role = c("aut", "cre"), comment = c(ORCID = "0009-0006-4899-8641")), person("Gayatri", "G", role = "aut"), person("Kangjie", "Zhang", role = "aut"), person("Pooja", "Kumari", role = "aut"), - person("Stefan", "Bundfuss", role = "aut"), + person("Stefan", "Bundfuss", role = "aut", comment = c(ORCID = "0009-0005-0027-1198")), person("Zelos", "Zhu", role = "aut"), person("Sadchla", "Mascary", role = "aut"), - person("Vladyslav", "Shuliar", role = "aut") + person("Vladyslav", "Shuliar", role = "aut", comment = c(ORCID = "0009-0008-2354-8999")) ) Description: A set of Study Data Tabulation Model (SDTM) datasets from the Clinical Data Interchange Standards Consortium (CDISC) pilot project used for testing From fcc35ed227402f0eb6a515dfed5158da9fed454d Mon Sep 17 00:00:00 2001 From: Vladyslav Shuliar Date: Mon, 16 Sep 2024 11:48:01 +0100 Subject: [PATCH 12/12] Apply suggestions from code review Co-authored-by: Kangjie Zhang <47867131+kaz462@users.noreply.github.com> --- data-raw/eg.R | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/data-raw/eg.R b/data-raw/eg.R index 6d098c8..b7a4508 100644 --- a/data-raw/eg.R +++ b/data-raw/eg.R @@ -20,7 +20,7 @@ egdtc <- vs %>% # Generate patients data ---- eg <- expand.grid( USUBJID = unique(vs$USUBJID), - EGTESTCD = c("QT", "HR", "RR", "ECGINT") %>% as.character(), + EGTESTCD = c("QT", "HR", "RR", "ECGINT"), EGTPT = c("AFTER LYING DOWN FOR 5 MINUTES", "AFTER STANDING FOR 1 MINUTE", "AFTER STANDING FOR 3 MINUTES"), VISIT = c( "SCREENING 1", @@ -38,7 +38,7 @@ eg <- expand.grid( "WEEK 24", "WEEK 26", "RETRIEVAL" - ) + ), stringsAsFactors = FALSE ) %>% # The original CDISC dataset kept no information about ECG Interpretation on specified visits # Remove entries with specific visit names where EGTESTCD == "ECGINT" @@ -161,13 +161,13 @@ eg <- expand.grid( DOMAIN = "Domain Abbreviation", USUBJID = "Unique Subject Identifier", EGSEQ = "Sequence Number", - EGTESTCD = "Test Code", - EGTEST = "Test Name", - EGORRES = "Original Result", + EGTESTCD = "ECG Test Short Name", + EGTEST = "ECG Test Name", + EGORRES = "Result or Finding in Original Units", EGORRESU = "Original Units", EGELTM = "Elapsed Time", - EGSTRESC = "Standard Character Result", - EGSTRESN = "Standard Numeric Result", + EGSTRESC = "Character Result/Finding in Std Format", + EGSTRESN = "Numeric Result/Finding in Standard Units", EGSTRESU = "Standard Units", EGSTAT = "Completion Status", EGLOC = "Location of Vital Signs Measurement",