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(v1.2.0.9023) ab_from_text() improvement

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dr. M.S. (Matthijs) Berends
2020-07-02 21:12:52 +02:00
parent 298e67a45b
commit 152ac5bcad
29 changed files with 175 additions and 118 deletions
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104
R/first_isolate.R
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@ -259,25 +259,25 @@ first_isolate <- function(x,
# arrange data to the right sorting
if (is.null(specimen_group)) {
x <- x[order(x$newvar_patient_id,
x$newvar_genus_species,
x$newvar_date), ]
rownames(x) <- NULL
row.start <- 1
row.end <- nrow(x)
x <- x[order(x$newvar_patient_id,
x$newvar_genus_species,
x$newvar_date), ]
rownames(x) <- NULL
row.start <- 1
row.end <- nrow(x)
} else {
# filtering on specimen and only analyse these rows to save time
x <- x[order(pull(x, col_specimen),
x$newvar_patient_id,
x$newvar_genus_species,
x$newvar_date), ]
rownames(x) <- NULL
suppressWarnings(
row.start <- which(x %>% pull(col_specimen) == specimen_group) %>% min(na.rm = TRUE)
)
suppressWarnings(
row.end <- which(x %>% pull(col_specimen) == specimen_group) %>% max(na.rm = TRUE)
)
x <- x[order(pull(x, col_specimen),
x$newvar_patient_id,
x$newvar_genus_species,
x$newvar_date), ]
rownames(x) <- NULL
suppressWarnings(
row.start <- which(x %>% pull(col_specimen) == specimen_group) %>% min(na.rm = TRUE)
)
suppressWarnings(
row.end <- which(x %>% pull(col_specimen) == specimen_group) %>% max(na.rm = TRUE)
)
}
# no isolates found
@ -290,7 +290,7 @@ first_isolate <- function(x,
# did find some isolates - add new index numbers of rows
x$newvar_row_index_sorted <- seq_len(nrow(x))
scope.size <- nrow(x[which(x$newvar_row_index_sorted %in% c(row.start + 1:row.end) &
!is.na(x$newvar_mo)), , drop = FALSE])
@ -318,17 +318,17 @@ first_isolate <- function(x,
# Analysis of first isolate ----
x$other_pat_or_mo <- if_else(x$newvar_patient_id == lag(x$newvar_patient_id) &
x$newvar_genus_species == lag(x$newvar_genus_species),
FALSE,
TRUE)
x$newvar_genus_species == lag(x$newvar_genus_species),
FALSE,
TRUE)
x$episode_group <- paste(x$newvar_patient_id, x$newvar_genus_species)
x$more_than_episode_ago <- unname(unlist(lapply(unique(x$episode_group),
function(g,
df = x,
days = episode_days) {
identify_new_year(x = df[which(df$episode_group == g), "newvar_date"],
episode_days = days)
})))
x$more_than_episode_ago <- unlist(lapply(unique(x$episode_group),
function(g,
df = x,
days = episode_days) {
identify_new_year(x = df[which(df$episode_group == g), "newvar_date", drop = TRUE],
episode_days = days)
}))
weighted.notice <- ""
if (!is.null(col_keyantibiotics)) {
@ -336,38 +336,38 @@ first_isolate <- function(x,
if (info == TRUE) {
if (type == "keyantibiotics") {
message(font_black(paste0("[Criterion] Base inclusion on key antibiotics, ",
ifelse(ignore_I == FALSE, "not ", ""),
"ignoring I")))
ifelse(ignore_I == FALSE, "not ", ""),
"ignoring I")))
}
if (type == "points") {
message(font_black(paste0("[Criterion] Base inclusion on key antibiotics, using points threshold of "
, points_threshold)))
, points_threshold)))
}
}
type_param <- type
x$other_key_ab <- !key_antibiotics_equal(y = x$newvar_key_ab,
z = lag(x$newvar_key_ab),
type = type_param,
ignore_I = ignore_I,
points_threshold = points_threshold,
info = info)
z = lag(x$newvar_key_ab),
type = type_param,
ignore_I = ignore_I,
points_threshold = points_threshold,
info = info)
# with key antibiotics
x$newvar_first_isolate <- if_else(x$newvar_row_index_sorted >= row.start &
x$newvar_row_index_sorted <= row.end &
x$newvar_genus_species != "" &
(x$other_pat_or_mo | x$more_than_episode_ago | x$other_key_ab),
TRUE,
FALSE)
x$newvar_row_index_sorted <= row.end &
x$newvar_genus_species != "" &
(x$other_pat_or_mo | x$more_than_episode_ago | x$other_key_ab),
TRUE,
FALSE)
} else {
# no key antibiotics
x$newvar_first_isolate <- if_else(x$newvar_row_index_sorted >= row.start &
x$newvar_row_index_sorted <= row.end &
x$newvar_genus_species != "" &
(x$other_pat_or_mo | x$more_than_episode_ago),
TRUE,
FALSE)
x$newvar_row_index_sorted <= row.end &
x$newvar_genus_species != "" &
(x$other_pat_or_mo | x$more_than_episode_ago),
TRUE,
FALSE)
}
# first one as TRUE
@ -391,17 +391,17 @@ first_isolate <- function(x,
# handle empty microorganisms
if (any(x$newvar_mo == "UNKNOWN", na.rm = TRUE) & info == TRUE) {
message(font_blue(paste0("NOTE: ", ifelse(include_unknown == TRUE, "Included ", "Excluded "),
format(sum(x$newvar_mo == "UNKNOWN", na.rm = TRUE),
decimal.mark = decimal.mark, big.mark = big.mark),
" isolates with a microbial ID 'UNKNOWN' (column `", font_bold(col_mo), "`)")))
format(sum(x$newvar_mo == "UNKNOWN", na.rm = TRUE),
decimal.mark = decimal.mark, big.mark = big.mark),
" isolates with a microbial ID 'UNKNOWN' (column `", font_bold(col_mo), "`)")))
}
x[which(x$newvar_mo == "UNKNOWN"), "newvar_first_isolate"] <- include_unknown
# exclude all NAs
if (any(is.na(x$newvar_mo)) & info == TRUE) {
message(font_blue(paste0("NOTE: Excluded ", format(sum(is.na(x$newvar_mo), na.rm = TRUE),
decimal.mark = decimal.mark, big.mark = big.mark),
" isolates with a microbial ID 'NA' (column `", font_bold(col_mo), "`)")))
decimal.mark = decimal.mark, big.mark = big.mark),
" isolates with a microbial ID 'NA' (column `", font_bold(col_mo), "`)")))
}
x[which(is.na(x$newvar_mo)), "newvar_first_isolate"] <- FALSE
@ -465,7 +465,7 @@ filter_first_weighted_isolate <- function(x,
col_keyantibiotics <- "keyab"
}
}
subset(x, first_isolate(x = y,
col_date = col_date,
col_patient_id = col_patient_id,