{"id":"https://openalex.org/W4283447041","doi":"https://doi.org/10.1093/bioinformatics/btac415","title":"Deep learning models for RNA secondary structure prediction (probably) do not generalize across families","display_name":"Deep learning models for RNA secondary structure prediction (probably) do not generalize across families","publication_year":2022,"publication_date":"2022-06-24","ids":{"openalex":"https://openalex.org/W4283447041","doi":"https://doi.org/10.1093/bioinformatics/btac415","pmid":"https://pubmed.ncbi.nlm.nih.gov/35748706"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac415","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac415","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":"hybrid","oa_url":"https://doi.org/10.1093/bioinformatics/btac415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004643538","display_name":"Marcell Szikszai","orcid":"https://orcid.org/0000-0003-0672-8222"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Marcell Szikszai","raw_affiliation_strings":["Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077067779","display_name":"Michael J. Wise","orcid":"https://orcid.org/0000-0001-6559-4303"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Wise","raw_affiliation_strings":["Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","The Marshall Centre for Infectious Diseases Research and Training, The University of Western Australia , Perth, WA 6009, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"The Marshall Centre for Infectious Diseases Research and Training, The University of Western Australia , Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005705210","display_name":"Amitava Datta","orcid":"https://orcid.org/0000-0001-6916-7907"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amitava Datta","raw_affiliation_strings":["Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014798059","display_name":"Max Ward","orcid":"https://orcid.org/0000-0001-9114-7339"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Max Ward","raw_affiliation_strings":["Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","Department of Molecular and Cellular Biology, Harvard University , Cambridge, MA 02138, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Software Engineering, The University of Western Australia , Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"Department of Molecular and Cellular Biology, Harvard University , Cambridge, MA 02138, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002272329","display_name":"David H. Mathews","orcid":"https://orcid.org/0000-0002-2907-6557"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David H Mathews","raw_affiliation_strings":["Department of Biochemistry & Biophysics, Center for RNA Biology, and Department of Biostatistics & Computational Biology, University of Rochester , Rochester, NY 14642, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biochemistry & Biophysics, Center for RNA Biology, and Department of Biostatistics & Computational Biology, University of Rochester , Rochester, NY 14642, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004643538"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":6.8452,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98054709,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"38","issue":"16","first_page":"3892","last_page":"3899"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":1.0,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":1.0,"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/T11482","display_name":"RNA modifications and cancer","score":0.9997000098228455,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9973000288009644,"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/generalization","display_name":"Generalization","score":0.7397036552429199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7185230255126953},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.6060757040977478},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5561643838882446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5502878427505493},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5240262150764465},{"id":"https://openalex.org/keywords/nucleic-acid-secondary-structure","display_name":"Nucleic acid secondary structure","score":0.5178452134132385},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5144670009613037},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4772239029407501},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4580039978027344},{"id":"https://openalex.org/keywords/rna","display_name":"RNA","score":0.4511108994483948},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36415815353393555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34364795684814453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10584160685539246},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09829497337341309},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09767776727676392}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7397036552429199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7185230255126953},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.6060757040977478},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5561643838882446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5502878427505493},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5240262150764465},{"id":"https://openalex.org/C85468374","wikidata":"https://www.wikidata.org/wiki/Q6589957","display_name":"Nucleic acid secondary structure","level":4,"score":0.5178452134132385},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5144670009613037},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4772239029407501},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4580039978027344},{"id":"https://openalex.org/C67705224","wikidata":"https://www.wikidata.org/wiki/Q11053","display_name":"RNA","level":3,"score":0.4511108994483948},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36415815353393555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34364795684814453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10584160685539246},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09829497337341309},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09767776727676392},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/bioinformatics/btac415","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac415","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":"pmh:oai:pure.atira.dk:publications/d60e24bd-5dfe-4652-8631-ea3c959dfce9","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/d60e24bd-5dfe-4652-8631-ea3c959dfce9","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Szikszai, M, Wise, M J, Datta, A, Ward, M & Mathews, D 2022, 'Deep learning models for RNA secondary structure prediction (probably) do not generalise across families', Bioinformatics, vol. 38, no. 16, pp. 3892-3899. https://doi.org/10.1093/bioinformatics/btac415","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmid:35748706","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35748706","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:pure.atira.dk:openaire/d60e24bd-5dfe-4652-8631-ea3c959dfce9","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/d60e24bd-5dfe-4652-8631-ea3c959dfce9","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Szikszai, M, Wise, M J, Datta, A, Ward, M & Mathews, D 2022, 'Deep learning models for RNA secondary structure prediction (probably) do not generalise across families', Bioinformatics, vol. 38, no. 16, pp. 3892-3899. https://doi.org/10.1093/bioinformatics/btac415","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:9364374","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9364374","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"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"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac415","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac415","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5804002630","display_name":null,"funder_award_id":"R01GM076485","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W166206240","https://openalex.org/W1481166764","https://openalex.org/W1498436455","https://openalex.org/W1502958771","https://openalex.org/W1555644224","https://openalex.org/W1972533328","https://openalex.org/W1973290333","https://openalex.org/W1980410097","https://openalex.org/W1981576666","https://openalex.org/W1988884185","https://openalex.org/W1998618859","https://openalex.org/W2004945910","https://openalex.org/W2009818318","https://openalex.org/W2020546070","https://openalex.org/W2042881722","https://openalex.org/W2057850636","https://openalex.org/W2064675550","https://openalex.org/W2071883352","https://openalex.org/W2085954575","https://openalex.org/W2086561953","https://openalex.org/W2098571862","https://openalex.org/W2099359200","https://openalex.org/W2100321825","https://openalex.org/W2102017611","https://openalex.org/W2102225325","https://openalex.org/W2109638684","https://openalex.org/W2120974004","https://openalex.org/W2131774270","https://openalex.org/W2134453550","https://openalex.org/W2136654689","https://openalex.org/W2141152740","https://openalex.org/W2142056356","https://openalex.org/W2146721220","https://openalex.org/W2148725278","https://openalex.org/W2155871507","https://openalex.org/W2158714788","https://openalex.org/W2162224067","https://openalex.org/W2170342148","https://openalex.org/W2408839459","https://openalex.org/W2416081024","https://openalex.org/W2472632604","https://openalex.org/W2536860838","https://openalex.org/W2559242307","https://openalex.org/W2624502278","https://openalex.org/W2759571676","https://openalex.org/W2919479895","https://openalex.org/W2927347551","https://openalex.org/W2933083636","https://openalex.org/W2951298881","https://openalex.org/W2963367647","https://openalex.org/W2990528340","https://openalex.org/W3014154699","https://openalex.org/W3022554208","https://openalex.org/W3095292732","https://openalex.org/W3100348855","https://openalex.org/W3126773939","https://openalex.org/W3147095886","https://openalex.org/W3212533323","https://openalex.org/W4245270879","https://openalex.org/W4253060000","https://openalex.org/W4285013647","https://openalex.org/W4300861274","https://openalex.org/W6645795113","https://openalex.org/W6684763515","https://openalex.org/W6761158814","https://openalex.org/W6781590543"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W4375867731","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2022-06-26T00:00:00"}
