Bayesian methods as a complementary tool: balancing innovation and rigor in critical care research Article Swipe
Sen Lu
,
Kai Liu
,
Xin-yun Chen
,
Jing‐chao Luo
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1186/s13054-025-05380-0
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1186/s13054-025-05380-0
Related Topics
Concepts
Metadata
- Type
- letter
- Language
- en
- Landing Page
- https://doi.org/10.1186/s13054-025-05380-0
- https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0
- OA Status
- gold
- Cited By
- 1
- References
- 1
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4408838019
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4408838019Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1186/s13054-025-05380-0Digital Object Identifier
- Title
-
Bayesian methods as a complementary tool: balancing innovation and rigor in critical care researchWork title
- Type
-
letterOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-03-25Full publication date if available
- Authors
-
Sen Lu, Kai Liu, Xin-yun Chen, Jing‐chao LuoList of authors in order
- Landing page
-
https://doi.org/10.1186/s13054-025-05380-0Publisher landing page
- PDF URL
-
https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0Direct OA link when available
- Concepts
-
Medicine, Bayesian probability, Critical illness, Intensive care medicine, Data science, Management science, Critically ill, Artificial intelligence, Computer science, EconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1Per-year citation counts (last 5 years)
- References (count)
-
1Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4408838019 |
|---|---|
| doi | https://doi.org/10.1186/s13054-025-05380-0 |
| ids.doi | https://doi.org/10.1186/s13054-025-05380-0 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/40134008 |
| ids.openalex | https://openalex.org/W4408838019 |
| fwci | 3.82647502 |
| type | letter |
| title | Bayesian methods as a complementary tool: balancing innovation and rigor in critical care research |
| biblio.issue | 1 |
| biblio.volume | 29 |
| biblio.last_page | 135 |
| biblio.first_page | 135 |
| topics[0].id | https://openalex.org/T10206 |
| topics[0].field.id | https://openalex.org/fields/18 |
| topics[0].field.display_name | Decision Sciences |
| topics[0].score | 0.5659999847412109 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1804 |
| topics[0].subfield.display_name | Statistics, Probability and Uncertainty |
| topics[0].display_name | Meta-analysis and systematic reviews |
| topics[1].id | https://openalex.org/T10804 |
| topics[1].field.id | https://openalex.org/fields/20 |
| topics[1].field.display_name | Economics, Econometrics and Finance |
| topics[1].score | 0.5375999808311462 |
| topics[1].domain.id | https://openalex.org/domains/2 |
| topics[1].domain.display_name | Social Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2002 |
| topics[1].subfield.display_name | Economics and Econometrics |
| topics[1].display_name | Health Systems, Economic Evaluations, Quality of Life |
| is_xpac | False |
| apc_list.value | 2390 |
| apc_list.currency | GBP |
| apc_list.value_usd | 2931 |
| apc_paid.value | 2390 |
| apc_paid.currency | GBP |
| apc_paid.value_usd | 2931 |
| concepts[0].id | https://openalex.org/C71924100 |
| concepts[0].level | 0 |
| concepts[0].score | 0.780972421169281 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[0].display_name | Medicine |
| concepts[1].id | https://openalex.org/C107673813 |
| concepts[1].level | 2 |
| concepts[1].score | 0.5737670063972473 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q812534 |
| concepts[1].display_name | Bayesian probability |
| concepts[2].id | https://openalex.org/C2993568657 |
| concepts[2].level | 3 |
| concepts[2].score | 0.44506359100341797 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q679690 |
| concepts[2].display_name | Critical illness |
| concepts[3].id | https://openalex.org/C177713679 |
| concepts[3].level | 1 |
| concepts[3].score | 0.418888658285141 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q679690 |
| concepts[3].display_name | Intensive care medicine |
| concepts[4].id | https://openalex.org/C2522767166 |
| concepts[4].level | 1 |
| concepts[4].score | 0.4108998775482178 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q2374463 |
| concepts[4].display_name | Data science |
| concepts[5].id | https://openalex.org/C539667460 |
| concepts[5].level | 1 |
| concepts[5].score | 0.322101891040802 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q2414942 |
| concepts[5].display_name | Management science |
| concepts[6].id | https://openalex.org/C2991859549 |
| concepts[6].level | 2 |
| concepts[6].score | 0.31943148374557495 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q679690 |
| concepts[6].display_name | Critically ill |
| concepts[7].id | https://openalex.org/C154945302 |
| concepts[7].level | 1 |
| concepts[7].score | 0.1598876416683197 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[7].display_name | Artificial intelligence |
| concepts[8].id | https://openalex.org/C41008148 |
| concepts[8].level | 0 |
| concepts[8].score | 0.13230222463607788 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[8].display_name | Computer science |
| concepts[9].id | https://openalex.org/C162324750 |
| concepts[9].level | 0 |
| concepts[9].score | 0.0 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q8134 |
| concepts[9].display_name | Economics |
| keywords[0].id | https://openalex.org/keywords/medicine |
| keywords[0].score | 0.780972421169281 |
| keywords[0].display_name | Medicine |
| keywords[1].id | https://openalex.org/keywords/bayesian-probability |
| keywords[1].score | 0.5737670063972473 |
| keywords[1].display_name | Bayesian probability |
| keywords[2].id | https://openalex.org/keywords/critical-illness |
| keywords[2].score | 0.44506359100341797 |
| keywords[2].display_name | Critical illness |
| keywords[3].id | https://openalex.org/keywords/intensive-care-medicine |
| keywords[3].score | 0.418888658285141 |
| keywords[3].display_name | Intensive care medicine |
| keywords[4].id | https://openalex.org/keywords/data-science |
| keywords[4].score | 0.4108998775482178 |
| keywords[4].display_name | Data science |
| keywords[5].id | https://openalex.org/keywords/management-science |
| keywords[5].score | 0.322101891040802 |
| keywords[5].display_name | Management science |
| keywords[6].id | https://openalex.org/keywords/critically-ill |
| keywords[6].score | 0.31943148374557495 |
| keywords[6].display_name | Critically ill |
| keywords[7].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[7].score | 0.1598876416683197 |
| keywords[7].display_name | Artificial intelligence |
| keywords[8].id | https://openalex.org/keywords/computer-science |
| keywords[8].score | 0.13230222463607788 |
| keywords[8].display_name | Computer science |
| language | en |
| locations[0].id | doi:10.1186/s13054-025-05380-0 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S191417626 |
| locations[0].source.issn | 1364-8535, 1466-609X |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1364-8535 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Critical Care |
| locations[0].source.host_organization | https://openalex.org/P4310320256 |
| locations[0].source.host_organization_name | BioMed Central |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320256, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | BioMed Central, Springer Nature |
| locations[0].license | |
| locations[0].pdf_url | https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0 |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Critical Care |
| locations[0].landing_page_url | https://doi.org/10.1186/s13054-025-05380-0 |
| locations[1].id | pmid:40134008 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Critical care (London, England) |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/40134008 |
| locations[2].id | pmh:oai:europepmc.org:10748617 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306400806 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | Europe PMC (PubMed Central) |
| locations[2].source.host_organization | https://openalex.org/I1303153112 |
| locations[2].source.host_organization_name | European Bioinformatics Institute |
| locations[2].source.host_organization_lineage | https://openalex.org/I1303153112 |
| locations[2].license | other-oa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | https://openalex.org/licenses/other-oa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/11934786 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5103055846 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-5687-508X |
| authorships[0].author.display_name | Sen Lu |
| authorships[0].countries | CN |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I150229711, https://openalex.org/I4210118397 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China |
| authorships[0].institutions[0].id | https://openalex.org/I4210118397 |
| authorships[0].institutions[0].ror | https://ror.org/01qh26a66 |
| authorships[0].institutions[0].type | healthcare |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210118397 |
| authorships[0].institutions[0].country_code | CN |
| authorships[0].institutions[0].display_name | Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital |
| authorships[0].institutions[1].id | https://openalex.org/I150229711 |
| authorships[0].institutions[1].ror | https://ror.org/04qr3zq92 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I150229711 |
| authorships[0].institutions[1].country_code | CN |
| authorships[0].institutions[1].display_name | University of Electronic Science and Technology of China |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Sen Lu |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China |
| authorships[1].author.id | https://openalex.org/A5100399791 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-5336-7939 |
| authorships[1].author.display_name | Kai Liu |
| authorships[1].countries | CN |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I157773358, https://openalex.org/I24943067, https://openalex.org/I4210127074, https://openalex.org/I4210128921 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China |
| authorships[1].institutions[0].id | https://openalex.org/I24943067 |
| authorships[1].institutions[0].ror | https://ror.org/013q1eq08 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I24943067 |
| authorships[1].institutions[0].country_code | CN |
| authorships[1].institutions[0].display_name | Fudan University |
| authorships[1].institutions[1].id | https://openalex.org/I157773358 |
| authorships[1].institutions[1].ror | https://ror.org/0064kty71 |
| authorships[1].institutions[1].type | education |
| authorships[1].institutions[1].lineage | https://openalex.org/I157773358 |
| authorships[1].institutions[1].country_code | CN |
| authorships[1].institutions[1].display_name | Sun Yat-sen University |
| authorships[1].institutions[2].id | https://openalex.org/I4210128921 |
| authorships[1].institutions[2].ror | https://ror.org/037p24858 |
| authorships[1].institutions[2].type | healthcare |
| authorships[1].institutions[2].lineage | https://openalex.org/I4210128921 |
| authorships[1].institutions[2].country_code | CN |
| authorships[1].institutions[2].display_name | The First Affiliated Hospital, Sun Yat-sen University |
| authorships[1].institutions[3].id | https://openalex.org/I4210127074 |
| authorships[1].institutions[3].ror | https://ror.org/032x22645 |
| authorships[1].institutions[3].type | healthcare |
| authorships[1].institutions[3].lineage | https://openalex.org/I4210127074 |
| authorships[1].institutions[3].country_code | CN |
| authorships[1].institutions[3].display_name | Zhongshan Hospital |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Kai Liu |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China |
| authorships[2].author.id | https://openalex.org/A5021587330 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Xin-yun Chen |
| authorships[2].countries | CN |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210116924 |
| authorships[2].affiliations[0].raw_affiliation_string | School of Data Science, Chinese University of Hong Kong, Shenzhen, China |
| authorships[2].institutions[0].id | https://openalex.org/I4210116924 |
| authorships[2].institutions[0].ror | https://ror.org/02d5ks197 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I177725633, https://openalex.org/I180726961, https://openalex.org/I4210116924 |
| authorships[2].institutions[0].country_code | CN |
| authorships[2].institutions[0].display_name | Chinese University of Hong Kong, Shenzhen |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Xin-yun Chen |
| authorships[2].is_corresponding | True |
| authorships[2].raw_affiliation_strings | School of Data Science, Chinese University of Hong Kong, Shenzhen, China |
| authorships[3].author.id | https://openalex.org/A5045610398 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-9349-7543 |
| authorships[3].author.display_name | Jing‐chao Luo |
| authorships[3].countries | CN |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I150229711, https://openalex.org/I4210118397 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China |
| authorships[3].institutions[0].id | https://openalex.org/I4210118397 |
| authorships[3].institutions[0].ror | https://ror.org/01qh26a66 |
| authorships[3].institutions[0].type | healthcare |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210118397 |
| authorships[3].institutions[0].country_code | CN |
| authorships[3].institutions[0].display_name | Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital |
| authorships[3].institutions[1].id | https://openalex.org/I150229711 |
| authorships[3].institutions[1].ror | https://ror.org/04qr3zq92 |
| authorships[3].institutions[1].type | education |
| authorships[3].institutions[1].lineage | https://openalex.org/I150229711 |
| authorships[3].institutions[1].country_code | CN |
| authorships[3].institutions[1].display_name | University of Electronic Science and Technology of China |
| authorships[3].author_position | last |
| authorships[3].raw_author_name | Jing-chao Luo |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Department of Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China |
| has_content.pdf | True |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Bayesian methods as a complementary tool: balancing innovation and rigor in critical care research |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T06:51:31.235846 |
| primary_topic.id | https://openalex.org/T10206 |
| primary_topic.field.id | https://openalex.org/fields/18 |
| primary_topic.field.display_name | Decision Sciences |
| primary_topic.score | 0.5659999847412109 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1804 |
| primary_topic.subfield.display_name | Statistics, Probability and Uncertainty |
| primary_topic.display_name | Meta-analysis and systematic reviews |
| related_works | https://openalex.org/W4390065326, https://openalex.org/W2979685266, https://openalex.org/W4211157171, https://openalex.org/W2207493841, https://openalex.org/W2092069826, https://openalex.org/W630413005, https://openalex.org/W1788304568, https://openalex.org/W2588498999, https://openalex.org/W2161123588, https://openalex.org/W1988708075 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 3 |
| best_oa_location.id | doi:10.1186/s13054-025-05380-0 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S191417626 |
| best_oa_location.source.issn | 1364-8535, 1466-609X |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1364-8535 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Critical Care |
| best_oa_location.source.host_organization | https://openalex.org/P4310320256 |
| best_oa_location.source.host_organization_name | BioMed Central |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320256, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | BioMed Central, Springer Nature |
| best_oa_location.license | |
| best_oa_location.pdf_url | https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0 |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Critical Care |
| best_oa_location.landing_page_url | https://doi.org/10.1186/s13054-025-05380-0 |
| primary_location.id | doi:10.1186/s13054-025-05380-0 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S191417626 |
| primary_location.source.issn | 1364-8535, 1466-609X |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1364-8535 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Critical Care |
| primary_location.source.host_organization | https://openalex.org/P4310320256 |
| primary_location.source.host_organization_name | BioMed Central |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320256, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | BioMed Central, Springer Nature |
| primary_location.license | |
| primary_location.pdf_url | https://ccforum.biomedcentral.com/counter/pdf/10.1186/s13054-025-05380-0 |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Critical Care |
| primary_location.landing_page_url | https://doi.org/10.1186/s13054-025-05380-0 |
| publication_date | 2025-03-25 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W4407355633 |
| referenced_works_count | 1 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| corresponding_author_ids | https://openalex.org/A5021587330 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 4 |
| corresponding_institution_ids | https://openalex.org/I4210116924 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.6299999952316284 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.86332535 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |