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SLOS

ICU Length of Stay Prediction and Efficiency Evaluation

v1.0.1 · Feb 6, 2025 · MIT + file LICENSE

Description

Provides tools for predicting ICU length of stay and assessing ICU efficiency. It is based on the methodologies proposed by Peres et al. (2022, 2023), which utilize data-driven approaches for modeling and validation, offering insights into ICU performance and patient outcomes. References: Peres et al. (2022)<https://pubmed.ncbi.nlm.nih.gov/35988701/>, Peres et al. (2023)<https://pubmed.ncbi.nlm.nih.gov/37922007/>. More information: <https://github.com/igor-peres/ICU-Length-of-Stay-Prediction>.

Downloads

CRAN

229

Last 30 days

21609th

580

Last 90 days

1.9K

Last year

Trend: +65.9% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

24

Last 90 days

93

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

3

Last 7 days

8

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 11, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available: 'ems', 'caretEnsemble'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 6, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 5, 2026
ERROR r-devel-linux-x86_64-debian-gcc

tests

Running ‘testthat.R’ [42s/122s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(SLOS)
  > 
  > test_check("SLOS")
  Saving _problems/test-Prediction-3.R
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 4 ]
  
  ═
...[truncated]...
uest_fetch.write_disk(req$output, req$url, handle)
   7. │         └─curl::curl_fetch_disk(url, x$path, handle = handle)
   8. └─curl:::raise_libcurl_error(...)
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 4 ]
  Error:
  ! Test failures.
  Execution halted
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
ERROR r-release-macos-x86_64

package dependencies

Package required but not available: ‘caretEnsemble’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 10, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 9, 2026
ERROR r-devel-linux-x86_64-debian-gcc

tests

Running ‘testthat.R’ [1m/39m]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(SLOS)
  > 
  > test_check("SLOS")
  Saving _problems/test-Evaluation-5.R
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 7 ]
  
  ══ 
...[truncated]...
_fetch.write_disk(req$output, req$url, handle)
   10. │           └─curl::curl_fetch_disk(url, x$path, handle = handle)
   11. └─curl:::raise_libcurl_error(...)
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 7 ]
  Error:
  ! Test failures.
  Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

301

Files

18

Compiled share

0%

Has compiled src

No

Language breakdown

R 174 (57.8%)Tests 30 (10%)Docs 97 (32.2%)

API

Exported functions

3

Internal functions

0

Recent export changes

v1.0.0+3 SLOS, load_SLOSModel, predict_and_evaluate

Testing & CI

Has tests

Yes

Test-to-code ratio

0.17

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

100%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

100%

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.5.0

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2025-01-20

Latest release

2025-02-06

Avg cadence

17 days

Cold removal rate

Dep drift

0

LOC over versions

v1.0.0: 297 LOCv1.0.1: 301 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies httr MLmetrics ems dplyr ggplot2 magrittr caretEnsemble ranger SLOS

Version History

3 tracked
new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Feb 5, 2025
new 1.0.0 Jan 19, 2025