Assessing the external validity of machine learning-based detection of glaucoma Article Swipe
Chi Li
,
Jacqueline Chua
,
Florian Schwarzhans
,
Rahat Husain
,
Michaël J. A. Girard
,
Shivani Majithia
,
Yih Chung Tham
,
Ching‐Yu Cheng
,
Tin Aung
,
Georg Fischer
,
Clemens Vass
,
Inna Bujor
,
Chee Keong Kwoh
,
Alina Popa‐Cherecheanu
,
Leopold Schmetterer
,
Damon Wing Kee Wong
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-023-27783-1
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-023-27783-1
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1038/s41598-023-27783-1
- https://www.nature.com/articles/s41598-023-27783-1.pdf
- OA Status
- gold
- Cited By
- 27
- References
- 39
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4315647068
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4315647068Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1038/s41598-023-27783-1Digital Object Identifier
- Title
-
Assessing the external validity of machine learning-based detection of glaucomaWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-01-11Full publication date if available
- Authors
-
Chi Li, Jacqueline Chua, Florian Schwarzhans, Rahat Husain, Michaël J. A. Girard, Shivani Majithia, Yih Chung Tham, Ching‐Yu Cheng, Tin Aung, Georg Fischer, Clemens Vass, Inna Bujor, Chee Keong Kwoh, Alina Popa‐Cherecheanu, Leopold Schmetterer, Damon Wing Kee WongList of authors in order
- Landing page
-
https://doi.org/10.1038/s41598-023-27783-1Publisher landing page
- PDF URL
-
https://www.nature.com/articles/s41598-023-27783-1.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.nature.com/articles/s41598-023-27783-1.pdfDirect OA link when available
- Concepts
-
Glaucoma, Receiver operating characteristic, Optical coherence tomography, Medicine, Ophthalmology, Reproducibility, Retinal, Artificial intelligence, Machine learning, Computer science, Internal medicine, Statistics, MathematicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
27Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 10, 2024: 8, 2023: 8, 2022: 1Per-year citation counts (last 5 years)
- References (count)
-
39Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4315647068 |
|---|---|
| doi | https://doi.org/10.1038/s41598-023-27783-1 |
| ids.doi | https://doi.org/10.1038/s41598-023-27783-1 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/36631567 |
| ids.openalex | https://openalex.org/W4315647068 |
| fwci | 11.68004128 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D006801 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Humans |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D012165 |
| mesh[1].is_major_topic | True |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Retinal Ganglion Cells |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D003430 |
| mesh[2].is_major_topic | False |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Cross-Sectional Studies |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D015203 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Reproducibility of Results |
| mesh[4].qualifier_ui | |
| mesh[4].descriptor_ui | D011446 |
| mesh[4].is_major_topic | False |
| mesh[4].qualifier_name | |
| mesh[4].descriptor_name | Prospective Studies |
| mesh[5].qualifier_ui | |
| mesh[5].descriptor_ui | D007429 |
| mesh[5].is_major_topic | False |
| mesh[5].qualifier_name | |
| mesh[5].descriptor_name | Intraocular Pressure |
| mesh[6].qualifier_ui | |
| mesh[6].descriptor_ui | D012372 |
| mesh[6].is_major_topic | False |
| mesh[6].qualifier_name | |
| mesh[6].descriptor_name | ROC Curve |
| mesh[7].qualifier_ui | |
| mesh[7].descriptor_ui | D012680 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | |
| mesh[7].descriptor_name | Sensitivity and Specificity |
| mesh[8].qualifier_ui | Q000175 |
| mesh[8].descriptor_ui | D005901 |
| mesh[8].is_major_topic | True |
| mesh[8].qualifier_name | diagnosis |
| mesh[8].descriptor_name | Glaucoma |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D000069550 |
| mesh[9].is_major_topic | False |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Machine Learning |
| mesh[10].qualifier_ui | Q000379 |
| mesh[10].descriptor_ui | D041623 |
| mesh[10].is_major_topic | False |
| mesh[10].qualifier_name | methods |
| mesh[10].descriptor_name | Tomography, Optical Coherence |
| mesh[11].qualifier_ui | |
| mesh[11].descriptor_ui | D006801 |
| mesh[11].is_major_topic | False |
| mesh[11].qualifier_name | |
| mesh[11].descriptor_name | Humans |
| mesh[12].qualifier_ui | |
| mesh[12].descriptor_ui | D012165 |
| mesh[12].is_major_topic | True |
| mesh[12].qualifier_name | |
| mesh[12].descriptor_name | Retinal Ganglion Cells |
| mesh[13].qualifier_ui | |
| mesh[13].descriptor_ui | D003430 |
| mesh[13].is_major_topic | False |
| mesh[13].qualifier_name | |
| mesh[13].descriptor_name | Cross-Sectional Studies |
| mesh[14].qualifier_ui | |
| mesh[14].descriptor_ui | D015203 |
| mesh[14].is_major_topic | False |
| mesh[14].qualifier_name | |
| mesh[14].descriptor_name | Reproducibility of Results |
| mesh[15].qualifier_ui | |
| mesh[15].descriptor_ui | D011446 |
| mesh[15].is_major_topic | False |
| mesh[15].qualifier_name | |
| mesh[15].descriptor_name | Prospective Studies |
| mesh[16].qualifier_ui | |
| mesh[16].descriptor_ui | D007429 |
| mesh[16].is_major_topic | False |
| mesh[16].qualifier_name | |
| mesh[16].descriptor_name | Intraocular Pressure |
| mesh[17].qualifier_ui | |
| mesh[17].descriptor_ui | D012372 |
| mesh[17].is_major_topic | False |
| mesh[17].qualifier_name | |
| mesh[17].descriptor_name | ROC Curve |
| mesh[18].qualifier_ui | |
| mesh[18].descriptor_ui | D012680 |
| mesh[18].is_major_topic | False |
| mesh[18].qualifier_name | |
| mesh[18].descriptor_name | Sensitivity and Specificity |
| mesh[19].qualifier_ui | Q000175 |
| mesh[19].descriptor_ui | D005901 |
| mesh[19].is_major_topic | True |
| mesh[19].qualifier_name | diagnosis |
| mesh[19].descriptor_name | Glaucoma |
| mesh[20].qualifier_ui | |
| mesh[20].descriptor_ui | D000069550 |
| mesh[20].is_major_topic | False |
| mesh[20].qualifier_name | |
| mesh[20].descriptor_name | Machine Learning |
| mesh[21].qualifier_ui | Q000379 |
| mesh[21].descriptor_ui | D041623 |
| mesh[21].is_major_topic | False |
| mesh[21].qualifier_name | methods |
| mesh[21].descriptor_name | Tomography, Optical Coherence |
| type | article |
| title | Assessing the external validity of machine learning-based detection of glaucoma |
| awards[0].id | https://openalex.org/G3909394814 |
| awards[0].funder_id | https://openalex.org/F4320334737 |
| awards[0].display_name | |
| awards[0].funder_award_id | OFLCG/004c/2018-00 |
| awards[0].funder_display_name | National Medical Research Council |
| awards[1].id | https://openalex.org/G256128727 |
| awards[1].funder_id | https://openalex.org/F4320334737 |
| awards[1].display_name | |
| awards[1].funder_award_id | MOH-000249-00 |
| awards[1].funder_display_name | National Medical Research Council |
| awards[2].id | https://openalex.org/G1033214955 |
| awards[2].funder_id | https://openalex.org/F4320334737 |
| awards[2].display_name | |
| awards[2].funder_award_id | MOH-000647-00 |
| awards[2].funder_display_name | National Medical Research Council |
| awards[3].id | https://openalex.org/G6840053535 |
| awards[3].funder_id | https://openalex.org/F4320334737 |
| awards[3].display_name | |
| awards[3].funder_award_id | MOH-000707-00 |
| awards[3].funder_display_name | National Medical Research Council |
| awards[4].id | https://openalex.org/G1351529731 |
| awards[4].funder_id | https://openalex.org/F4320334741 |
| awards[4].display_name | |
| awards[4].funder_award_id | A20H4b0141 |
| awards[4].funder_display_name | Bioinformatics Institute |
| awards[5].id | https://openalex.org/G6233596021 |
| awards[5].funder_id | https://openalex.org/F4320334737 |
| awards[5].display_name | |
| awards[5].funder_award_id | CG/C010A/2017_SERI |
| awards[5].funder_display_name | National Medical Research Council |
| awards[6].id | https://openalex.org/G7475344151 |
| awards[6].funder_id | https://openalex.org/F4320334737 |
| awards[6].display_name | |
| awards[6].funder_award_id | MOH-001015-00 |
| awards[6].funder_display_name | National Medical Research Council |
| awards[7].id | https://openalex.org/G8005105709 |
| awards[7].funder_id | https://openalex.org/F4320334737 |
| awards[7].display_name | |
| awards[7].funder_award_id | MOH-001001-00 |
| awards[7].funder_display_name | National Medical Research Council |
| awards[8].id | https://openalex.org/G3228185410 |
| awards[8].funder_id | https://openalex.org/F4320320709 |
| awards[8].display_name | |
| awards[8].funder_award_id | NRF2019-THE002-0006 and NRF-CRP24-2020-0001 |
| awards[8].funder_display_name | National Research Foundation Singapore |
| awards[9].id | https://openalex.org/G2929283345 |
| awards[9].funder_id | https://openalex.org/F4320334737 |
| awards[9].display_name | |
| awards[9].funder_award_id | MOH-000500-00 |
| awards[9].funder_display_name | National Medical Research Council |
| biblio.issue | 1 |
| biblio.volume | 13 |
| biblio.last_page | 558 |
| biblio.first_page | 558 |
| topics[0].id | https://openalex.org/T10250 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 1.0 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2731 |
| topics[0].subfield.display_name | Ophthalmology |
| topics[0].display_name | Glaucoma and retinal disorders |
| topics[1].id | https://openalex.org/T11438 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.9998999834060669 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2741 |
| topics[1].subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| topics[1].display_name | Retinal Imaging and Analysis |
| topics[2].id | https://openalex.org/T10170 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.995199978351593 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2731 |
| topics[2].subfield.display_name | Ophthalmology |
| topics[2].display_name | Retinal Diseases and Treatments |
| funders[0].id | https://openalex.org/F4320320709 |
| funders[0].ror | https://ror.org/03cpyc314 |
| funders[0].display_name | National Research Foundation Singapore |
| funders[1].id | https://openalex.org/F4320334737 |
| funders[1].ror | https://ror.org/04x3cxs03 |
| funders[1].display_name | National Medical Research Council |
| funders[2].id | https://openalex.org/F4320334741 |
| funders[2].ror | https://ror.org/044w3nw43 |
| funders[2].display_name | Bioinformatics Institute |
| is_xpac | False |
| apc_list.value | 1890 |
| apc_list.currency | EUR |
| apc_list.value_usd | 2190 |
| apc_paid.value | 1890 |
| apc_paid.currency | EUR |
| apc_paid.value_usd | 2190 |
| concepts[0].id | https://openalex.org/C2778527774 |
| concepts[0].level | 2 |
| concepts[0].score | 0.9265578389167786 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q159701 |
| concepts[0].display_name | Glaucoma |
| concepts[1].id | https://openalex.org/C58471807 |
| concepts[1].level | 2 |
| concepts[1].score | 0.705407977104187 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q327120 |
| concepts[1].display_name | Receiver operating characteristic |
| concepts[2].id | https://openalex.org/C2778818243 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5982938408851624 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q899552 |
| concepts[2].display_name | Optical coherence tomography |
| concepts[3].id | https://openalex.org/C71924100 |
| concepts[3].level | 0 |
| concepts[3].score | 0.5649725198745728 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[3].display_name | Medicine |
| concepts[4].id | https://openalex.org/C118487528 |
| concepts[4].level | 1 |
| concepts[4].score | 0.49909329414367676 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q161437 |
| concepts[4].display_name | Ophthalmology |
| concepts[5].id | https://openalex.org/C9893847 |
| concepts[5].level | 2 |
| concepts[5].score | 0.47304433584213257 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q1425625 |
| concepts[5].display_name | Reproducibility |
| concepts[6].id | https://openalex.org/C2780827179 |
| concepts[6].level | 2 |
| concepts[6].score | 0.4424856901168823 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q422001 |
| concepts[6].display_name | Retinal |
| concepts[7].id | https://openalex.org/C154945302 |
| concepts[7].level | 1 |
| concepts[7].score | 0.42155390977859497 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[7].display_name | Artificial intelligence |
| concepts[8].id | https://openalex.org/C119857082 |
| concepts[8].level | 1 |
| concepts[8].score | 0.3351742625236511 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[8].display_name | Machine learning |
| concepts[9].id | https://openalex.org/C41008148 |
| concepts[9].level | 0 |
| concepts[9].score | 0.2704820930957794 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[9].display_name | Computer science |
| concepts[10].id | https://openalex.org/C126322002 |
| concepts[10].level | 1 |
| concepts[10].score | 0.2288597822189331 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[10].display_name | Internal medicine |
| concepts[11].id | https://openalex.org/C105795698 |
| concepts[11].level | 1 |
| concepts[11].score | 0.15887489914894104 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q12483 |
| concepts[11].display_name | Statistics |
| concepts[12].id | https://openalex.org/C33923547 |
| concepts[12].level | 0 |
| concepts[12].score | 0.15084588527679443 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[12].display_name | Mathematics |
| keywords[0].id | https://openalex.org/keywords/glaucoma |
| keywords[0].score | 0.9265578389167786 |
| keywords[0].display_name | Glaucoma |
| keywords[1].id | https://openalex.org/keywords/receiver-operating-characteristic |
| keywords[1].score | 0.705407977104187 |
| keywords[1].display_name | Receiver operating characteristic |
| keywords[2].id | https://openalex.org/keywords/optical-coherence-tomography |
| keywords[2].score | 0.5982938408851624 |
| keywords[2].display_name | Optical coherence tomography |
| keywords[3].id | https://openalex.org/keywords/medicine |
| keywords[3].score | 0.5649725198745728 |
| keywords[3].display_name | Medicine |
| keywords[4].id | https://openalex.org/keywords/ophthalmology |
| keywords[4].score | 0.49909329414367676 |
| keywords[4].display_name | Ophthalmology |
| keywords[5].id | https://openalex.org/keywords/reproducibility |
| keywords[5].score | 0.47304433584213257 |
| keywords[5].display_name | Reproducibility |
| keywords[6].id | https://openalex.org/keywords/retinal |
| keywords[6].score | 0.4424856901168823 |
| keywords[6].display_name | Retinal |
| keywords[7].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[7].score | 0.42155390977859497 |
| keywords[7].display_name | Artificial intelligence |
| keywords[8].id | https://openalex.org/keywords/machine-learning |
| keywords[8].score | 0.3351742625236511 |
| keywords[8].display_name | Machine learning |
| keywords[9].id | https://openalex.org/keywords/computer-science |
| keywords[9].score | 0.2704820930957794 |
| keywords[9].display_name | Computer science |
| keywords[10].id | https://openalex.org/keywords/internal-medicine |
| keywords[10].score | 0.2288597822189331 |
| keywords[10].display_name | Internal medicine |
| keywords[11].id | https://openalex.org/keywords/statistics |
| keywords[11].score | 0.15887489914894104 |
| keywords[11].display_name | Statistics |
| keywords[12].id | https://openalex.org/keywords/mathematics |
| keywords[12].score | 0.15084588527679443 |
| keywords[12].display_name | Mathematics |
| language | en |
| locations[0].id | doi:10.1038/s41598-023-27783-1 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S196734849 |
| locations[0].source.issn | 2045-2322 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2045-2322 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Scientific Reports |
| locations[0].source.host_organization | https://openalex.org/P4310319908 |
| locations[0].source.host_organization_name | Nature Portfolio |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.nature.com/articles/s41598-023-27783-1.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Scientific Reports |
| locations[0].landing_page_url | https://doi.org/10.1038/s41598-023-27783-1 |
| locations[1].id | pmid:36631567 |
| 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 | Scientific reports |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/36631567 |
| locations[2].id | pmh:oai:doaj.org/article:99feac07d77e4a24b6cd44bf8d4ad50d |
| locations[2].is_oa | False |
| locations[2].source.id | https://openalex.org/S4306401280 |
| 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 | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Scientific Reports, Vol 13, Iss 1, Pp 1-9 (2023) |
| locations[2].landing_page_url | https://doaj.org/article/99feac07d77e4a24b6cd44bf8d4ad50d |
| locations[3].id | pmh:oai:dr.ntu.edu.sg:10356/168760 |
| locations[3].is_oa | True |
| locations[3].source.id | https://openalex.org/S4306402609 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | DR-NTU (Nanyang Technological University) |
| locations[3].source.host_organization | https://openalex.org/I172675005 |
| locations[3].source.host_organization_name | Nanyang Technological University |
| locations[3].source.host_organization_lineage | https://openalex.org/I172675005 |
| locations[3].license | cc-by |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | Journal Article |
| locations[3].license_id | https://openalex.org/licenses/cc-by |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | |
| locations[3].landing_page_url | https://hdl.handle.net/10356/168760 |
| locations[4].id | pmh:oai:pubmedcentral.nih.gov:9834286 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S2764455111 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | PubMed Central |
| locations[4].source.host_organization | https://openalex.org/I1299303238 |
| locations[4].source.host_organization_name | National Institutes of Health |
| locations[4].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[4].license | other-oa |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | Text |
| locations[4].license_id | https://openalex.org/licenses/other-oa |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | Sci Rep |
| locations[4].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/9834286 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5100351603 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-4813-3729 |
| authorships[0].author.display_name | Chi Li |
| authorships[0].countries | SG |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[0].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[0].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[0].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[0].institutions[0].type | facility |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[0].institutions[0].country_code | SG |
| authorships[0].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Chi Li |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[1].author.id | https://openalex.org/A5030728121 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-6474-5293 |
| authorships[1].author.display_name | Jacqueline Chua |
| authorships[1].countries | SG |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[1].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[1].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[1].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[1].institutions[0].type | facility |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[1].institutions[0].country_code | SG |
| authorships[1].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Jacqueline Chua |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[2].author.id | https://openalex.org/A5060592051 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-1413-4574 |
| authorships[2].author.display_name | Florian Schwarzhans |
| authorships[2].countries | AT |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I1327969474 |
| authorships[2].affiliations[0].raw_affiliation_string | Center for Medical Statistics Informatics and Intelligent Systems, Section for Medical Information Management, Medical University Vienna, Vienna, Austria |
| authorships[2].institutions[0].id | https://openalex.org/I1327969474 |
| authorships[2].institutions[0].ror | https://ror.org/030j5vf66 |
| authorships[2].institutions[0].type | government |
| authorships[2].institutions[0].lineage | https://openalex.org/I1327969474 |
| authorships[2].institutions[0].country_code | AT |
| authorships[2].institutions[0].display_name | Statistics Austria |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Florian Schwarzhans |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Center for Medical Statistics Informatics and Intelligent Systems, Section for Medical Information Management, Medical University Vienna, Vienna, Austria |
| authorships[3].author.id | https://openalex.org/A5046797938 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-5234-9621 |
| authorships[3].author.display_name | Rahat Husain |
| authorships[3].countries | SG |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[3].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[3].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[3].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[3].institutions[0].type | facility |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[3].institutions[0].country_code | SG |
| authorships[3].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Rahat Husain |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[4].author.id | https://openalex.org/A5054878311 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-4408-5918 |
| authorships[4].author.display_name | Michaël J. A. Girard |
| authorships[4].countries | SG |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[4].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[4].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[4].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[4].institutions[0].type | facility |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[4].institutions[0].country_code | SG |
| authorships[4].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Michaël J. A. Girard |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[5].author.id | https://openalex.org/A5000333473 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | Shivani Majithia |
| authorships[5].countries | SG |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[5].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[5].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[5].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[5].institutions[0].type | facility |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[5].institutions[0].country_code | SG |
| authorships[5].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Shivani Majithia |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[6].author.id | https://openalex.org/A5085096438 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-6752-797X |
| authorships[6].author.display_name | Yih Chung Tham |
| authorships[6].countries | SG |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[6].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[6].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[6].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[6].institutions[0].type | facility |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[6].institutions[0].country_code | SG |
| authorships[6].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Yih-Chung Tham |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[7].author.id | https://openalex.org/A5032933669 |
| authorships[7].author.orcid | https://orcid.org/0000-0003-0655-885X |
| authorships[7].author.display_name | Ching‐Yu Cheng |
| authorships[7].countries | SG |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210116917 |
| authorships[7].affiliations[0].raw_affiliation_string | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[7].institutions[0].id | https://openalex.org/I4210116917 |
| authorships[7].institutions[0].ror | https://ror.org/02crz6e12 |
| authorships[7].institutions[0].type | facility |
| authorships[7].institutions[0].lineage | https://openalex.org/I4210116917 |
| authorships[7].institutions[0].country_code | SG |
| authorships[7].institutions[0].display_name | Singapore Eye Research Institute |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Ching-Yu Cheng |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, The Academia, Level 6, Discovery Tower, Singapore, 169856, Singapore |
| authorships[8].author.id | https://openalex.org/A5022464374 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-7916-0589 |
| authorships[8].author.display_name | Tin Aung |
| authorships[8].countries | SG |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I4210126319 |
| authorships[8].affiliations[0].raw_affiliation_string | Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore |
| authorships[8].institutions[0].id | https://openalex.org/I4210126319 |
| authorships[8].institutions[0].ror | https://ror.org/02j1m6098 |
| authorships[8].institutions[0].type | education |
| authorships[8].institutions[0].lineage | https://openalex.org/I165932596, https://openalex.org/I170897317, https://openalex.org/I4210126319 |
| authorships[8].institutions[0].country_code | SG |
| authorships[8].institutions[0].display_name | Duke-NUS Medical School |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Tin Aung |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore |
| authorships[9].author.id | https://openalex.org/A5063161060 |
| authorships[9].author.orcid | https://orcid.org/0000-0002-4033-2005 |
| authorships[9].author.display_name | Georg Fischer |
| authorships[9].countries | AT |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I1327969474 |
| authorships[9].affiliations[0].raw_affiliation_string | Center for Medical Statistics Informatics and Intelligent Systems, Section for Medical Information Management, Medical University Vienna, Vienna, Austria |
| authorships[9].institutions[0].id | https://openalex.org/I1327969474 |
| authorships[9].institutions[0].ror | https://ror.org/030j5vf66 |
| authorships[9].institutions[0].type | government |
| authorships[9].institutions[0].lineage | https://openalex.org/I1327969474 |
| authorships[9].institutions[0].country_code | AT |
| authorships[9].institutions[0].display_name | Statistics Austria |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Georg Fischer |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Center for Medical Statistics Informatics and Intelligent Systems, Section for Medical Information Management, Medical University Vienna, Vienna, Austria |
| authorships[10].author.id | https://openalex.org/A5036289948 |
| authorships[10].author.orcid | https://orcid.org/0000-0003-4756-9088 |
| authorships[10].author.display_name | Clemens Vass |
| authorships[10].countries | AT |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I76134821 |
| authorships[10].affiliations[0].raw_affiliation_string | Department of Ophthalmology and Optometry, Medical University Vienna, Vienna, Austria |
| authorships[10].institutions[0].id | https://openalex.org/I76134821 |
| authorships[10].institutions[0].ror | https://ror.org/05n3x4p02 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I76134821 |
| authorships[10].institutions[0].country_code | AT |
| authorships[10].institutions[0].display_name | Medical University of Vienna |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Clemens Vass |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Department of Ophthalmology and Optometry, Medical University Vienna, Vienna, Austria |
| authorships[11].author.id | https://openalex.org/A5061920196 |
| authorships[11].author.orcid | |
| authorships[11].author.display_name | Inna Bujor |
| authorships[11].countries | RO |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I162051807 |
| authorships[11].affiliations[0].raw_affiliation_string | Carol Davila University of Medicine and Pharmacy, Bucharest, Romania |
| authorships[11].institutions[0].id | https://openalex.org/I162051807 |
| authorships[11].institutions[0].ror | https://ror.org/04fm87419 |
| authorships[11].institutions[0].type | education |
| authorships[11].institutions[0].lineage | https://openalex.org/I162051807 |
| authorships[11].institutions[0].country_code | RO |
| authorships[11].institutions[0].display_name | Carol Davila University of Medicine and Pharmacy |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Inna Bujor |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Carol Davila University of Medicine and Pharmacy, Bucharest, Romania |
| authorships[12].author.id | https://openalex.org/A5027208445 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-8547-6387 |
| authorships[12].author.display_name | Chee Keong Kwoh |
| authorships[12].countries | SG |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I172675005 |
| authorships[12].affiliations[0].raw_affiliation_string | School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore |
| authorships[12].institutions[0].id | https://openalex.org/I172675005 |
| authorships[12].institutions[0].ror | https://ror.org/02e7b5302 |
| authorships[12].institutions[0].type | education |
| authorships[12].institutions[0].lineage | https://openalex.org/I172675005 |
| authorships[12].institutions[0].country_code | SG |
| authorships[12].institutions[0].display_name | Nanyang Technological University |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | Chee Keong Kwoh |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore |
| authorships[13].author.id | https://openalex.org/A5086679794 |
| authorships[13].author.orcid | https://orcid.org/0000-0003-4189-6571 |
| authorships[13].author.display_name | Alina Popa‐Cherecheanu |
| authorships[13].countries | RO |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I162051807 |
| authorships[13].affiliations[0].raw_affiliation_string | Carol Davila University of Medicine and Pharmacy, Bucharest, Romania |
| authorships[13].institutions[0].id | https://openalex.org/I162051807 |
| authorships[13].institutions[0].ror | https://ror.org/04fm87419 |
| authorships[13].institutions[0].type | education |
| authorships[13].institutions[0].lineage | https://openalex.org/I162051807 |
| authorships[13].institutions[0].country_code | RO |
| authorships[13].institutions[0].display_name | Carol Davila University of Medicine and Pharmacy |
| authorships[13].author_position | middle |
| authorships[13].raw_author_name | Alina Popa-Cherecheanu |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | Carol Davila University of Medicine and Pharmacy, Bucharest, Romania |
| authorships[14].author.id | https://openalex.org/A5015017045 |
| authorships[14].author.orcid | https://orcid.org/0000-0002-7189-1707 |
| authorships[14].author.display_name | Leopold Schmetterer |
| authorships[14].countries | SG |
| authorships[14].affiliations[0].institution_ids | https://openalex.org/I4210126319 |
| authorships[14].affiliations[0].raw_affiliation_string | Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore |
| authorships[14].institutions[0].id | https://openalex.org/I4210126319 |
| authorships[14].institutions[0].ror | https://ror.org/02j1m6098 |
| authorships[14].institutions[0].type | education |
| authorships[14].institutions[0].lineage | https://openalex.org/I165932596, https://openalex.org/I170897317, https://openalex.org/I4210126319 |
| authorships[14].institutions[0].country_code | SG |
| authorships[14].institutions[0].display_name | Duke-NUS Medical School |
| authorships[14].author_position | middle |
| authorships[14].raw_author_name | Leopold Schmetterer |
| authorships[14].is_corresponding | False |
| authorships[14].raw_affiliation_strings | Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore |
| authorships[15].author.id | https://openalex.org/A5015497605 |
| authorships[15].author.orcid | https://orcid.org/0000-0003-4601-9121 |
| authorships[15].author.display_name | Damon Wing Kee Wong |
| authorships[15].affiliations[0].raw_affiliation_string | SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore |
| authorships[15].author_position | last |
| authorships[15].raw_author_name | Damon Wong |
| authorships[15].is_corresponding | False |
| authorships[15].raw_affiliation_strings | SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.nature.com/articles/s41598-023-27783-1.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Assessing the external validity of machine learning-based detection of glaucoma |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10250 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 1.0 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2731 |
| primary_topic.subfield.display_name | Ophthalmology |
| primary_topic.display_name | Glaucoma and retinal disorders |
| related_works | https://openalex.org/W2413717610, https://openalex.org/W1973270181, https://openalex.org/W2417696084, https://openalex.org/W2368782778, https://openalex.org/W2087830269, https://openalex.org/W3106281778, https://openalex.org/W2140154150, https://openalex.org/W2500847435, https://openalex.org/W1014602304, https://openalex.org/W1033756233 |
| cited_by_count | 27 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 10 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 8 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 8 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 1 |
| locations_count | 5 |
| best_oa_location.id | doi:10.1038/s41598-023-27783-1 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S196734849 |
| best_oa_location.source.issn | 2045-2322 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2045-2322 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Scientific Reports |
| best_oa_location.source.host_organization | https://openalex.org/P4310319908 |
| best_oa_location.source.host_organization_name | Nature Portfolio |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.nature.com/articles/s41598-023-27783-1.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Scientific Reports |
| best_oa_location.landing_page_url | https://doi.org/10.1038/s41598-023-27783-1 |
| primary_location.id | doi:10.1038/s41598-023-27783-1 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S196734849 |
| primary_location.source.issn | 2045-2322 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2045-2322 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Scientific Reports |
| primary_location.source.host_organization | https://openalex.org/P4310319908 |
| primary_location.source.host_organization_name | Nature Portfolio |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.nature.com/articles/s41598-023-27783-1.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Scientific Reports |
| primary_location.landing_page_url | https://doi.org/10.1038/s41598-023-27783-1 |
| publication_date | 2023-01-11 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W2034742711, https://openalex.org/W2054923311, https://openalex.org/W2521776509, https://openalex.org/W4200288697, https://openalex.org/W2969678086, https://openalex.org/W2912650418, https://openalex.org/W2616952103, https://openalex.org/W2809387697, https://openalex.org/W3138645122, https://openalex.org/W3109609494, https://openalex.org/W1976743712, https://openalex.org/W2005851490, https://openalex.org/W2017880933, https://openalex.org/W2077057198, https://openalex.org/W2170424334, https://openalex.org/W2335084711, https://openalex.org/W2043163806, https://openalex.org/W2903546628, https://openalex.org/W2059623157, https://openalex.org/W1978979480, https://openalex.org/W1979321850, https://openalex.org/W1730903970, https://openalex.org/W3209308223, https://openalex.org/W3019502405, https://openalex.org/W2997423313, https://openalex.org/W3120781358, https://openalex.org/W2093454950, https://openalex.org/W2056058732, https://openalex.org/W2063050902, https://openalex.org/W2945662552, https://openalex.org/W2158648291, https://openalex.org/W2911964244, https://openalex.org/W1678356000, https://openalex.org/W2155806188, https://openalex.org/W2328176404, https://openalex.org/W2999309192, https://openalex.org/W2084782093, https://openalex.org/W3023514987, https://openalex.org/W2034645360 |
| referenced_works_count | 39 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 89 |
| countries_distinct_count | 3 |
| institutions_distinct_count | 16 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/1 |
| sustainable_development_goals[0].score | 0.6299999952316284 |
| sustainable_development_goals[0].display_name | No poverty |
| citation_normalized_percentile.value | 0.98517772 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |