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tm_g_forest_rsp
and tm_g_forest_tte
to use refactored version of g_forest
. Plots are now displayed as ggplot
objects instead of grob
objects. Added parameters font_size
and rel_width_forest
to control font size and width of plot relative to table, respectively.tm_t_summary_by
to allow NULL
input to paramcd
argument.tm_g_km
to use refactored version of g_km
. Plots are now displayed as ggplot
objects instead of grob
objects. Added parameters rel_height_plot
, font_size
, control_annot_surv_med
, and control_annot_coxph
to control height of plot relative to table, font size, median survival time table size, and Cox-PH table size, respectively.control
argument to tm_t_binary_outcome
to control settings for the analysis (methods, confidence intervals, and odds ratios) within the module.na_level
argument to tern
functions with na_str
.strata
instead of strat
in all tern
function calls following the deprecation of this argument/name within tern
.formatters
from dependencies and replaced the use of its functions relating to variable labels with functions from teal.data
.teal_data
objects.teal.transform::choices_selected()
or teal.transform::data_extract_spec()
now only accept input from teal.transform::choices_selected()
. The affected modules are: tm_a_gee
, tm_a_mmrm
, tm_g_ci
, tm_g_forest_rsp
, tm_g_forest_tte
, tm_g_ipp
, tm_g_km
, tm_g_lineplot
, tm_g_pp_adverse_events
, tm_g_pp_patient_timeline
, tm_g_pp_therapy
, tm_g_pp_vitals
, tm_t_abnormality
, tm_t_abnormality_by_worst_grade
, tm_t_ancova
, tm_t_binary_outcome
, tm_t_coxreg
, tm_t_events
, tm_t_events_by_grade
, tm_t_events_patyear
, tm_t_events_summary
, tm_t_exposure
, tm_t_logistic
, tm_t_mult_events
, tm_t_pp_basic_info
, tm_t_pp_laboratory
, tm_t_pp_medical_history
, tm_t_pp_prior_medication
, tm_t_shift_by_arm
, tm_t_shift_by_arm_by_worst
, tm_t_shift_by_grade
, tm_t_smq
, tm_t_summary
, tm_t_summary_by
, and tm_t_tte
teal_data
object to teal::init()
.sort_freq_col
to tm_t_events
to allow the user to select column to use when sorting by decreasing frequency.incl_overall_sum
to tm_t_events
to allow the user to choose whether overall summary rows are included at the top of the table.teal_data
object to teal::init()
.default_total_label
and set_default_total_label
functions to get and set default total column label (total_label
) for modules.tern::default_na_str
and tern::set_default_na_str
functions to get and set default missing value replacement string (na_level
) for modules.tm_g_lineplot
forcing module to initialize with a table.aval
argument in tm_t_pp_laboratory
and tm_g_pp_vitals
and replaced it with the aval_var
argument.avalu
argument in tm_t_pp_laboratory
and replaced it with the avalu_var
argument.base_var
argument in tm_g_ipp
, tm_t_shift_by_arm
, and template_shift_by_arm_by_worst
and replaced it with the baseline_var
argument.summarize_vars
function with analyze_vars
.tidyr
, rlang
, magrittr
and styler
).tm_t_abnormality_by_worst_grade
.tm_t_abnormality_by_worst_grade
.total_label
argument to enable customization of the “All Patients” column/row label in the following modules: tm_a_mmrm
, tm_t_abnormality
, tm_t_abnormality_by_worst_grade
, tm_t_binary_outcome
, tm_t_events
, tm_t_events_by_grade
, tm_t_events_patyear
, tm_t_events_summary
, tm_t_exposure
, tm_t_mult_events
, tm_t_shift_by_arm
, tm_t_shift_by_arm_worst
, tm_t_shift_by_grade
, tm_t_smq
, tm_t_summary
, tm_t_summary_by
, and tm_t_tte
.tm_g_forest_tte
plot to prevent overlapping text.tm_g_km
.tm_t_exposure
to display “total” row as last row in table instead of as a summary row. Added parameters add_total_row
to set whether the total row should be displayed and total_row_label
to set the total row label.tm_t_events
to maintain indentation after pruning.tm_t_coxreg
to drop factor covariate variable levels that are not present to avoid errors when filtering.tm_t_pp_basic_info
, tm_t_pp_medical_history
, tm_g_pp_therapy
, tm_g_pp_adverse_events
, and tm_t_pp_laboratory
to print patient ID above table.tm_t_pp_basic_info
, tm_g_pp_therapy
, tm_g_pp_adverse_events
, and tm_t_pp_laboratory
to use rlistings
to print data neatly in reports.tm_g_lineplot
to allow user to remove interval from plot.teal_data
object to teal::init()
.tm_t_coxreg
preventing table from being displayed when no covariates are selected.control_incidence_rate
parameter names in tm_t_events_patyear
from time_unit_input
and time_unit_output
to input_time_unit
and num_pt_year
, respectively, after parameter names were changed in tern
.datanames = "all"
parameter with the datasets used internally by the module.chunks
with simpler qenv
class.datasets
argument containing FilteredData
with the new arguments data
(tdata
object) and filter_panel_api
(FilterPanelAPI
).synthetic_cdisc_data
with refactored synthetic_cdisc_dataset
function to speed up dataset loading in tests/examples.tm_a_gee
.tm_t_ancova
.shinyvalidate::InputValidator
for better UI experience. Previously used shiny::validate
.tm_a_mmrm
to allow for Kenward-Roger
adjustments of standard errors and p-values.tm_g_barchart_simple
.label
parameter to cs_to_select_spec
/cs_to_des_select
and cs_to_filter_spec
/cs_to_des_filter
to allow the user to customize the label printed over the selection field.tm_t_coxreg
module after refactoring summarize_coxreg
in tern
to fix indentation.tm_t_exposure
module to use new function analyze_patients_exposure_in_cols
to fix table structure.tm_g_barchart_simple
.svg
format.tm_t_summary
and tm_t_summary_by
preventing users from specifying the numeric_stats
argument.scda.2022
rather than scda.2021
.param
from tm_g_pp_vitals
.tm_a_mmrm
since we can always use the automatically determined optimizer.adsl
, adae
, adaette
, adcm
, adeg
, adex
, adlb
, admh
, adqs
, adrs
, adtte
, and advs
. These datasets are stored in the data folder and accessible via the tmc_ex_*
prefix.teal.modules.clinical
package instead of scda
datasets.testthat
3rd edition and replaced all applicable tests with snapshot testing.lubridate
package for date variables in internal data.plot_width
in tm_g_forest_rsp
to prevent clutter.rcd_2022_02_28
.tests/testthat/
to synthetic_cdisc_data("2022_02_28")
tm_t_summary
(encoding and filtering should be separate).teal.reporter
functionality to all modules.tm_t_pp_medical_history
module to use the table_with_settings
module and return an rtables
object.nestcolor
in examples, refactored tm_g_barchart_simple
to allow use of nestcolor
.tm_g_ci
.tm_a_mmrm
column name when deselecting treatment from “all obs” to “All Patients”, added subtitles and footnotes.tm_t_exposure
, cleaned up labels.tm_t_shift_by_grade
and tm_t_shift_by_arm_by_worst
.tm_t_events_patyear
with CI method.tm_g_km
.tm_t_binary_outcome
.tm_a_mmrm
.tm_t_exposure
.tm_g_km
and tm_t_tte
when “Compare Treatments” is off.tm_g_barchart_simple
which prevented display of graph.tm_t_abnormality_by_worst_grade
.tm_a_mmrm
which prevented table headers from displaying.tm_g_forest_rsp
when deselecting endpoint.tm_t_binary_outcome
that crashed the app when deselecting all paramcd
.teal.reporter
card names for tm_t_smq
.tm_t_shift_by_arm_by_worst
by adding validations for choosing different endpoint values.tm_t_coxreg
preventing footnotes from displaying for univariate models.nestcolor
dependency and replaced deprecated function tern::color_palette
with nestcolor::color_palette
.tm_g_pp_adverse_events
tm_t_summary_by
tm_t_summary
Date
, POSIXt
).tm_t_binary_outcome
to enable an option to apply a continuity correction in the Newcombe
method.tm_g_pp_patient_timeline
module.Debug Info
.summarize_logistic
implementation broken by empty string error. upstream. _NA_
is the new standard flag to allow it to pivot over empty entries in data frames.@title
from tm_t_binary_outcome.R
that was producing a warning.tm_g_pp_patient_timeline
module.pkgdown
template to the documentation.Covariates
in tm_t_coxreg.R
to track user input and reflect the order in the table.tm_t_shift_by_arm_by_worst
for the analysis of the laboratory abnormalities with the most severe grade flag.tm_t_events_patyear
to include selected parameter in title of the table.tm_t_mult_events
to include selected parameter in title of the table.moduleServer
and updated calls to teal.devel
modules which were also written to use moduleServer
.teal.devel
. Use ordered = TRUE
in cs_to_des_select
or cs_to_select_spec
to return ordered selection.teal::root_modules
with teal::modules
following deprecation of teal::root_modules
.tm_t_events_summary
now allows nested arm_var
columns matching other outputs such as tm_t_events
.tm_t_abnormality_by_worst_grade
when arm_var
is not selected.tm_t_binary_outcome
to include all responders in the response table by default.tm_g_forest_tte
, tm_t_coxreg
, and tm_t_binary_outcome
listing stratification factors.tm_g_forest_rsp.R
causing shiny
errors during the runtime.Compare Treatments
conditional panel with a marked Combine all comparison groups?
option conflicted with adding a column with all patients to tables in tm_t_binary_outcome.R
and tm_t_tte.R
.rtables::var_labels
calls in the documentation examples.tern.mmrm
package and change some references after split of tern
.teal
framework.tm_g_pp_patient_timeline
output when switching between absolute and relative days.tm_t_abnormality
due to changes in count_abnormal
that abnormal
argument is taking list as input now.tm_g_pp_patient_timeline
parameter, cmtrt
, to cmdecod
.tm_t_abnormality_by_worst_grade
for the analysis of laboratory test results with highest grade post-baseline.tm_t_ancova
to include selected parameter(s), visit(s) and the analysis variable in title of the table.tm_g_lineplot
for creating line plots.tm_t_logistic
to include selected parameter in title of the table.tm_g_forest_rsp
to include selected parameter in title of the table.tm_g_forest_tte
to include selected parameter in title of the table.tm_g_pp_patient_timeline
with bold axes labels and integer values on the axis.tm_g_ipp
to allow users not to display AVALU
in the title nor in the y axis.logger
package and added info level logs upon initialization of a module.default_responses
argument to tm_t_binary_outcome
and tm_g_forest_rsp
to allow the user to specify default selected responses and possible response levels.tm_t_binary_outcome
to show selected responses in the output table when selecting “Show All Selected Response Categories”.rsp_table
argument to tm_t_binary_outcome
to allow the user to initialize the module matching the RSPT01
STREAM template.ggplot2::labs
and ggplot2::theme
in plot based modules.rtables::basic_table
in table based modules.tm_t_binary_outcome
to enable an option to apply a continuity correction in the Wilson method.teal.devel::data_extract_input
into calls to its replacement teal.devel::data_extract_ui
.data_merge_module
interface provided by teal.devel
and removed usage of the now deprecated function teal.devel::get_input_order
.tm_t_binary_outcome
module to add a template and removed the now deprecated module tm_t_rsp
.utils.nest
dependency and replaced calls with checkmate
equivalents.tm_g_pp_therapy
where if the cmstdy
or cmendy
argument is of type integer
causes the plot to crash.tm_t_smq
for the analysis of adverse events by Standardized MedDRA
Query.tm_t_shift_by_grade
for the analysis of grade laboratory abnormalities.tm_t_exposure
for the analysis of duration of exposure for risk management plan.tm_t_shift_by_arm
that can display shift table of ECG interval data.tm_a_mmrm
to be able to consider the treatment variable in all interactions.tm_t_binary_outcome
and tm_t_rsp
to choose the correct CI estimation method for Proportions Difference in Stratified Analysis (i.e. Wald-type confidence interval with CMH
weights).tm_t_rsp
and tm_t_binary_outcome
for stratification errors from applied filters.tm_g_km
validation check for plot tables font size.tm_g_km
to add the selected paramcd
in the plot title.tm_t_events
now can display layouts with two nested column as treatment variables. The same options for pruning and sorting are available.tm_t_events_by_grade
to display grading groups in nested columns with col_by_grade
option and support pruning and sorting options like tm_t_events
.format_count_fraction
to fix formatting inconsistency in tm_t_events_summary
.count_occurrences
vars
argument in tm_t_shift_by_grade
.tm_t_pp_laboratory
to display 4 decimals by default.tm_t_events_by_grade
to use the trim_levels_in_group
split function instead of the trim_rows
function.tm_t_tte
.tm_t_rsp
and tm_t_binary_outcome
.LICENCE
and README
with new package references.error_on_lint: TRUE
to .lintr
.insert_rrow
and updated usage of count_patients_by_flags
in tm_t_events_summary
.dplyr
package. The functions should be now fully specified (e.g. dplyr::filter
).tm_t_summary
, tm_t_summary_by
, tm_g_forest_rsp
, tm_g_forest_tte
, tm_t_events_summary
, tm_t_abnormality
, tm_t_mult_events
.numeric_stats
to tm_t_summary
and tm_t_summary_by
to control displayed summary statistics for numeric variables.drop_zero_levels
to tm_t_summary_by
so that you can drop rows with all zeros from result table.tm_g_patient_profile
tabs into 8 separate new modules.tm_g_patient_timeline
when the plot is empty.tm_a_mmrm
to work without the treatment variable.tm_t_pp_laboratory
.tm_g_pp_patient_timeline
hiding/showing relative study days on the x-axis.tm_g_forest_tte
more informative when deselecting the Endpoint
column in the left-hand encoding panel.tm_t_summary
.tm_t_coxreg
.tm_t_ancova
when selected covariate variables contain one level.tm_t_events_patyear
when the events variable is empty.tm_g_km
to more precisely describe what it controls.tm_t_logistic
so that interaction choices depend on the selected covariates.tm_t_rsp
so that strata input is visible when comparing treatments.tm_t_pp_laboratory
to return identical HTML formatted table as displayed in the app.tm_t_coxreg
to ensure treatment, strata and covariate variables do not overlap.tm_g_pp_patient_timeline
to X-axis for a more consistent look.tm_t_summary_by
so that paramcd
is not required when analyzing ADSL
variables.tm_t_coxreg
so that it can work when there is no covariate selected.tm_a_mmrm
so that it can work when treatment variable is not selected.tm_g_forest_tte
so that total number of events are also shown in the table.tm_t_events_summary
to work with pooled studies.at
level of tm_t_coxreg
.at
level of tm_t_logistic
.tm_t_binary_outcome
and tm_t_rsp
to ensure strata variable contains more than one level when selecting one strata variable.tm_t_summary
and tm_t_summary_by
to explain need to select at least one statistic.tm_g_km
added support for downloading images and updated x-axis label to show in title case.tm_g_patient_profile
:
PARAMCD
selected levels for current patient.tm_t_tte
:
template_tte
so that a dataset without any events still produces a table.tm_t_summary
:
arm_var
to accept more than one column. When selecting two columns for arm_var
, the second variable will nest under the first one.show_labels
to template_summary
to show the label for a single summary variable in the table.conf_arg
to tm_t_rsp
to be consistent with other efficacy modules.tm_g_ipp
module to print message when deselecting Timepoint Variable
drop-down.tm_g_forest_rsp
and tm_g_forest_tte
as there is now a default header in g_forest
.tm_t_coxreg
so that models without strata and using likelihood tests return a result.drop_arm_levels
for tm_t_summary
and tm_t_summary_by
. In the encodings panel, the checkbox will show when the parent dataset and analysis dataset are different.observe
function calls with observeEvent
to optimize performance.tm_g_patient_profile
.font_size
default of the templates to be 12L instead of a vector of 3 integers and cleaned associated unnecessary code.tm_g_barchart_simple
.subgroup_var
definition truncation in tm_g_forest_rsp
and tm_g_forest_tte
.tm_t_coxreg
.tm_g_patient_profile
.filter_spec
objects.PARAMCD
variable levels input in tm_g_patient_profile
vitals tab so that the plot does not get reset when filtering.tm_g_patient_profile
to drop NA entries in the plot.tm_t_coxreg
to take at values into account.tm_t_coxreg
to have interactions in univariate models but not in multivariate models.tm_t_events_summary
to work with pooled studies.tm_g_patient_profile
to profile patients based on predefined categories.tm_g_ipp
for individual patient plots.drop_arm_levels
to all safety modules. This allows removal of columns based on factor levels not found in filtered data.tm_g_km
to allow plot of failure probability on y-axis, tick interval selection on x-axis and option to create plot without confidence interval ribbon (new default).time_unit_var
to template_g_km
to add the time unit to the x-axis label.Analysis Data:
label from Encodings Panel.tm_a_mmrm
requires five records, tm_t_logistic
and tm_t_coxreg
require two records, and the remaining modules require at least one record per treatment group. For graphs, the lower threshold is two records.cnsr_val
from tm_t_events_patyear
and added new argument events_var
.arm_ref_comp_observer
to include parentname
argument.data_extract_spec
objects.stringr
dependency from the patient profile module.tm_t_events
and tm_t_events_by_grade
.tm_g_ci
for confidence interval plots.tm_t_ancova
for analysis of variance summary tables.tm_t_mult_events
for multi-event tables.rtables
and tern
packages.data_extract_spec
and data_merge_module
functionality from teal
.OptionalSelectInput
for conf_level
.substitute
which can be helpful when developing analysis template functions for teal modules.tm_t_events
module to use user’s non-default choices for prune_freq
and prune_diff
.plot_width
argument which specifies the plot width and renders a slider to adjust the width interactively in the module.FilteredData
object is now passed to arm_ref_comp_observer
and modules now support nested lists containing delayed_data
objects.plot_with_height
module with new plot_with_settings
module.code
argument inside cdisc_dataset
.tm_t_coxreg
to optionally produce univariate Cox regressions.tm_t_binary_outcome
to display Odds Ratio estimates, include new methods for CIs and p-values and display a summary for individual response categories.tm_t_tte
to optionally compare between arms, removed conf_level
argument.tm_g_km
to optionally compare between arms.tm_g_km
to optionally scale X axis range in case of more than one plot.tm_a_mmrm
for MMRM
analysis.tm_t_mmrm
(superseded by tm_a_mmrm
).tm_t_coxreg
module for multi-variable Cox regressions.tm_t_binary_outcome
module.tm_t_events_patyear
module: events rate adjusted for patient-year at risk table.grade_levels
argument from tm_t_events_by_grade
.tm_t_abnormality
module.get_relabel_call
and get_relabel_call2
in favor of teal.devel::get_relabel_call
and teal.devel::get_anl_relabel_call
.survfit
, coxph
, ztest
; add confidence type, ties, percentiles to tm_t_tte
.tm_t_events
and tm_t_events_by_grade
modules.tm_t_logistic
module.tm_t_mmrm
module.tm_t_summary_by
and tm_t_events_summary
.tm_g_forest_tte
and tm_g_forest_rsp
.tm_g_forest_rsp
and tm_g_forest_tte
.tm_t_events
and tm_t_events_by_grade
modules.CoxPH
table in tm_g_km
.teal.devel
.teal.modules.clinical
.tm_t_summarize_variables
to tm_t_summary
.teal::choices_selected()
function instead of *_var
and *_var_choices
arguments.teal.tern
.tern
prefixed with an tm_
.teal.oncology
into two packages: tern
and teal.oncology
where tern
contains all the analysis code and teal.oncology
contains the teal modules that make the analysis function interactive with encodings and filtering. Find the tern
package here: https://github.com/insightsengineering/tern.atezo
SREPs
.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.