{"id":"https://openalex.org/W3199169486","doi":"https://doi.org/10.1093/bioinformatics/btad027","title":"PDBench: evaluating computational methods for protein-sequence design","display_name":"PDBench: evaluating computational methods for protein-sequence design","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W3199169486","doi":"https://doi.org/10.1093/bioinformatics/btad027","mag":"3199169486","pmid":"https://pubmed.ncbi.nlm.nih.gov/36637198"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btad027","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad027","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/bioinformatics/btad027","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034913299","display_name":"Leonardo V. Castorina","orcid":"https://orcid.org/0000-0002-4247-4883"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leonardo V Castorina","raw_affiliation_strings":["School of Informatics, University of Edinburgh , 10 Crichton Street, Newington , Edinburgh EH8 9AB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh , 10 Crichton Street, Newington , Edinburgh EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015540097","display_name":"Rokas Petrenas","orcid":"https://orcid.org/0000-0002-2997-7187"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rokas Petrenas","raw_affiliation_strings":["School of Biological Sciences, University of Edinburgh , Roger Land Building , Edinburgh EH9 3FF, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biological Sciences, University of Edinburgh , Roger Land Building , Edinburgh EH9 3FF, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086009008","display_name":"Kartic Subr","orcid":"https://orcid.org/0000-0002-7302-4383"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kartic Subr","raw_affiliation_strings":["School of Informatics, University of Edinburgh , 10 Crichton Street, Newington , Edinburgh EH8 9AB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh , 10 Crichton Street, Newington , Edinburgh EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085979292","display_name":"Christopher W. Wood","orcid":"https://orcid.org/0000-0003-1243-3105"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Christopher W Wood","raw_affiliation_strings":["School of Biological Sciences, University of Edinburgh , Roger Land Building , Edinburgh EH9 3FF, UK"],"raw_orcid":"https://orcid.org/0000-0003-1243-3105","affiliations":[{"raw_affiliation_string":"School of Biological Sciences, University of Edinburgh , Roger Land Building , Edinburgh EH9 3FF, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085979292"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":1.6468,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83272695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"39","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.8496999740600586,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.8496999740600586,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.05620000138878822,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.025499999523162842,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6640617847442627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6196144819259644},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34244871139526367},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13510441780090332},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10634639859199524}],"concepts":[{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6640617847442627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6196144819259644},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34244871139526367},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13510441780090332},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10634639859199524}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btad027","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad027","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36637198","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36637198","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9869650","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9869650","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9869650/pdf/btad027.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:pure.ed.ac.uk:publications/a35c8c6c-2255-4a49-8e5f-2cb75be373b9","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2109.07925","pdf_url":null,"source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.ed.ac.uk:openaire/8a9eab09-c4bc-4b86-bdbc-0ba451a66ff2","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/8a9eab09-c4bc-4b86-bdbc-0ba451a66ff2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Castorina, L V, Petrenas, R, Subr, K & Wood, C W 2023, 'PDBench : Evaluating computational methods for protein-sequence design', Bioinformatics, vol. 39, no. 1, btad027, pp. 1-3. https://doi.org/10.1093/bioinformatics/btad027","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/8a9eab09-c4bc-4b86-bdbc-0ba451a66ff2","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/8a9eab09-c4bc-4b86-bdbc-0ba451a66ff2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Castorina, L V, Petrenas, R, Subr, K & Wood, C W 2023, 'PDBench : Evaluating computational methods for protein-sequence design', Bioinformatics, vol. 39, no. 1, btad027, pp. 1-3. https://doi.org/10.1093/bioinformatics/btad027","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btad027","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad027","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3186036607","display_name":null,"funder_award_id":"EP/S02431X/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G388216973","display_name":null,"funder_award_id":"ISSF3","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G4145670801","display_name":null,"funder_award_id":"EP/S003002/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5933559460","display_name":"Development and experimental validation of a deep-learning based pipeline for user-centric protein design.","funder_award_id":"EP/S003002/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7603489359","display_name":"UKRI Centre for Doctoral Training in Biomedical Artificial Intelligence","funder_award_id":"EP/S02431X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320318751","display_name":"International Seafood Sustainability Foundation","ror":null},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W255996521","https://openalex.org/W834977926","https://openalex.org/W1536886974","https://openalex.org/W1799366690","https://openalex.org/W1973033471","https://openalex.org/W1980471666","https://openalex.org/W1981304244","https://openalex.org/W1981639762","https://openalex.org/W1991498388","https://openalex.org/W2004490932","https://openalex.org/W2011658408","https://openalex.org/W2031239680","https://openalex.org/W2034628403","https://openalex.org/W2074986801","https://openalex.org/W2109801072","https://openalex.org/W2110270259","https://openalex.org/W2126103104","https://openalex.org/W2130479394","https://openalex.org/W2142961247","https://openalex.org/W2143210482","https://openalex.org/W2146134187","https://openalex.org/W2473135273","https://openalex.org/W2519539312","https://openalex.org/W2606439133","https://openalex.org/W2621783632","https://openalex.org/W2624431344","https://openalex.org/W2790952361","https://openalex.org/W2792867913","https://openalex.org/W2911475376","https://openalex.org/W2943495267","https://openalex.org/W2945472816","https://openalex.org/W2970971581","https://openalex.org/W2979549406","https://openalex.org/W2996986155","https://openalex.org/W3010339412","https://openalex.org/W3035847987","https://openalex.org/W3088578860","https://openalex.org/W3146944767","https://openalex.org/W3175054838","https://openalex.org/W3177828909","https://openalex.org/W3183475563","https://openalex.org/W3184152800","https://openalex.org/W3186179742","https://openalex.org/W3191761521","https://openalex.org/W3194955130","https://openalex.org/W3199799076","https://openalex.org/W4230183193","https://openalex.org/W4300861364","https://openalex.org/W6762363781","https://openalex.org/W6762627229","https://openalex.org/W6799781913"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"SUMMARY:":[0],"Ever":[1],"increasing":[2],"amounts":[3],"of":[4,20,41,57,62,69,79,97,121],"protein":[5],"structure":[6],"data,":[7],"combined":[8],"with":[9,83],"advances":[10],"in":[11,87],"machine":[12],"learning,":[13],"have":[14],"led":[15],"to":[16,28,37,74,89,130],"the":[17,39,67,76,80,95,119],"rapid":[18],"proliferation":[19],"methods":[21],"available":[22,149],"for":[23,65,103,117],"protein-sequence":[24],"design.":[25],"In":[26],"order":[27,88],"utilize":[29],"a":[30,55,60,132],"design":[31,49,124,138],"method":[32,133],"effectively,":[33],"it":[34,46],"is":[35,101],"important":[36],"understand":[38],"nuances":[40],"its":[42],"performance":[43,68,106],"and":[44,59,107,126],"how":[45],"varies":[47],"by":[48],"target.":[50,139],"Here,":[51],"we":[52],"present":[53],"PDBench,":[54],"set":[56],"proteins":[58],"number":[61],"standard":[63],"tests":[64],"assessing":[66],"sequence-design":[70,98],"methods.":[71],"PDBench":[72],"aims":[73],"maximize":[75],"structural":[77],"diversity":[78],"benchmark,":[81],"compared":[82],"previous":[84],"benchmarking":[85],"sets,":[86],"provide":[90],"useful":[91,116],"biological":[92],"insight":[93],"into":[94],"behaviour":[96],"methods,":[99],"which":[100],"essential":[102],"evaluating":[104],"their":[105,137],"practical":[108],"utility.":[109],"We":[110],"believe":[111],"that":[112,134],"these":[113],"tools":[114],"are":[115,148],"guiding":[118],"development":[120],"novel":[122],"sequence":[123],"algorithms":[125],"will":[127],"enable":[128],"users":[129],"choose":[131],"best":[135],"suits":[136],"AVAILABILITY":[140],"AND":[141],"IMPLEMENTATION:":[142],"https://github.com/wells-wood-research/PDBench.":[143],"SUPPLEMENTARY":[144],"INFORMATION:":[145],"Supplementary":[146],"data":[147],"at":[150],"Bioinformatics":[151],"online.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}