{"id":"https://openalex.org/W3111732785","doi":"https://doi.org/10.1016/j.isci.2020.101890","title":"Machine learning in plant science and plant breeding","display_name":"Machine learning in plant science and plant breeding","publication_year":2020,"publication_date":"2020-12-04","ids":{"openalex":"https://openalex.org/W3111732785","doi":"https://doi.org/10.1016/j.isci.2020.101890","mag":"3111732785","pmid":"https://pubmed.ncbi.nlm.nih.gov/33364579","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/7750553"},"language":"en","primary_location":{"id":"doi:10.1016/j.isci.2020.101890","doi":"https://doi.org/10.1016/j.isci.2020.101890","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.isci.2020.101890","pdf_url":null,"source":{"id":"https://openalex.org/S2898358376","display_name":"iScience","issn_l":"2589-0042","issn":["2589-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"iScience","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.isci.2020.101890","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015936316","display_name":"Aalt D. J. van Dijk","orcid":"https://orcid.org/0000-0002-8872-5123","observed_orcids":["https://orcid.org/0000-0002-8872-5123"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Aalt Dirk Jan van Dijk","raw_affiliation_strings":["Bioinformatics Group, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","Biometris, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8872-5123","affiliations":[{"raw_affiliation_string":"Bioinformatics Group, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","institution_ids":["https://openalex.org/I913481162"]},{"raw_affiliation_string":"Biometris, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063259309","display_name":"Gert Kootstra","orcid":"https://orcid.org/0000-0002-2579-4324","observed_orcids":["https://orcid.org/0000-0002-2579-4324"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gert Kootstra","raw_affiliation_strings":["Farm Technology, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Farm Technology, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034288922","display_name":"Willem Kruijer","orcid":"https://orcid.org/0000-0001-7179-1733","observed_orcids":["https://orcid.org/0000-0001-7179-1733"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Willem Kruijer","raw_affiliation_strings":["Biometris, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometris, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080533789","display_name":"Dick de Ridder","orcid":"https://orcid.org/0000-0002-4944-4310","observed_orcids":["https://orcid.org/0000-0002-4944-4310"]},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dick de Ridder","raw_affiliation_strings":["Bioinformatics Group, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4944-4310","affiliations":[{"raw_affiliation_string":"Bioinformatics Group, Department of Plant Sciences, Wageningen University and Research, Wageningen 6708 PB, the Netherlands","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015936316"],"corresponding_institution_ids":["https://openalex.org/I913481162"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":{"value":3000,"currency":"USD","value_usd":3000},"fwci":3.2957,"has_fulltext":false,"cited_by_count":340,"citation_normalized_percentile":{"value":0.95262578,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"101890","last_page":"101890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7788000106811523,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7788000106811523,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.05620000138878822,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.04729999974370003,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/machine-learning","display_name":"machine learning","score":0.9860000014305115},{"id":"https://openalex.org/keywords/plant-breeding","display_name":"plant breeding","score":0.9729999899864197},{"id":"https://openalex.org/keywords/plant-phenotyping","display_name":"plant phenotyping","score":0.8690000176429749},{"id":"https://openalex.org/keywords/plant-genotyping","display_name":"plant genotyping","score":0.9750000238418579},{"id":"https://openalex.org/keywords/genotype-phenotype-correlation","display_name":"genotype-phenotype correlation","score":0.9210000038146973},{"id":"https://openalex.org/keywords/high-throughput-phenotyping","display_name":"high-throughput phenotyping","score":0.5569999814033508},{"id":"https://openalex.org/keywords/yield-prediction","display_name":"yield prediction","score":0.6460000276565552},{"id":"https://openalex.org/keywords/biochemical-traits","display_name":"biochemical traits","score":0.6819999814033508},{"id":"https://openalex.org/keywords/data-integration","display_name":"data integration","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6283916234970093},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6162621974945068},{"id":"https://openalex.org/C2994435560","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Plant science","level":2,"score":0.5499916076660156},{"id":"https://openalex.org/C2992936677","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Plant biology","level":2,"score":0.5407654047012329},{"id":"https://openalex.org/C155015343","wikidata":"https://www.wikidata.org/wiki/Q788558","display_name":"Plant breeding","level":2,"score":0.4829484820365906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.472639262676239},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.465279757976532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4444020688533783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4335263669490814},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.33832624554634094},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.33036720752716064},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.10385510325431824},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10254856944084167},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.08123713731765747},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1016/j.isci.2020.101890","doi":"https://doi.org/10.1016/j.isci.2020.101890","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.isci.2020.101890","pdf_url":null,"source":{"id":"https://openalex.org/S2898358376","display_name":"iScience","issn_l":"2589-0042","issn":["2589-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"iScience","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7750553","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7750553","pdf_url":null,"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,"listed_in":[],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"iScience","raw_type":"Text"},{"id":"pmid:33364579","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33364579","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,"listed_in":[],"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":"iScience","raw_type":"Journal Article"},{"id":"pmh:oai:library.wur.nl:wurpubs/575670","doi":null,"is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/machine-learning-in-plant-science-and-plant-breeding","pdf_url":null,"source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ISSN: 2589-0042","raw_type":"Article/Letter to editor"},{"id":"pmh:oai:doaj.org/article:25a60e1c3326441ba4fbda16c094f9da","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/25a60e1c3326441ba4fbda16c094f9da","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"iScience, Vol 24, Iss 1, Pp 101890- (2021)","raw_type":"article"},{"id":"pmh:wur:oai:library.wur.nl:wurpubs/575670","doi":null,"is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/machine-learning-in-plant-science-and-plant-breeding","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"iScience, 24(1)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.isci.2020.101890","doi":"https://doi.org/10.1016/j.isci.2020.101890","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.isci.2020.101890","pdf_url":null,"source":{"id":"https://openalex.org/S2898358376","display_name":"iScience","issn_l":"2589-0042","issn":["2589-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-20","vabb-shw"],"host_organization":"https://openalex.org/P4310315673","host_organization_name":"Cell Press","host_organization_lineage":["https://openalex.org/P4310315673","https://openalex.org/P4310320990"],"host_organization_lineage_names":["Cell Press","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"iScience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.8409000039100647,"display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W1505191356","https://openalex.org/W1966076168","https://openalex.org/W1985870845","https://openalex.org/W1998686312","https://openalex.org/W2007743779","https://openalex.org/W2019961888","https://openalex.org/W2022495797","https://openalex.org/W2029575047","https://openalex.org/W2030126026","https://openalex.org/W2032510388","https://openalex.org/W2038546252","https://openalex.org/W2076063813","https://openalex.org/W2098071274","https://openalex.org/W2109349581","https://openalex.org/W2111363946","https://openalex.org/W2114980338","https://openalex.org/W2123633988","https://openalex.org/W2130244527","https://openalex.org/W2154909789","https://openalex.org/W2155055487","https://openalex.org/W2164094120","https://openalex.org/W2185489349","https://openalex.org/W2259938310","https://openalex.org/W2264784471","https://openalex.org/W2460828264","https://openalex.org/W2501369945","https://openalex.org/W2518417964","https://openalex.org/W2523095706","https://openalex.org/W2541344361","https://openalex.org/W2557283755","https://openalex.org/W2576460391","https://openalex.org/W2733608569","https://openalex.org/W2755811281","https://openalex.org/W2760544538","https://openalex.org/W2763198744","https://openalex.org/W2767103329","https://openalex.org/W2781137302","https://openalex.org/W2783880833","https://openalex.org/W2785291720","https://openalex.org/W2785701833","https://openalex.org/W2789833233","https://openalex.org/W2790979755","https://openalex.org/W2801890059","https://openalex.org/W2803763306","https://openalex.org/W2805361563","https://openalex.org/W2806820858","https://openalex.org/W2884588043","https://openalex.org/W2886424099","https://openalex.org/W2886555888","https://openalex.org/W2897443710","https://openalex.org/W2901218091","https://openalex.org/W2901922019","https://openalex.org/W2903889209","https://openalex.org/W2906471214","https://openalex.org/W2910987047","https://openalex.org/W2915594101","https://openalex.org/W2920609618","https://openalex.org/W2921053708","https://openalex.org/W2921808728","https://openalex.org/W2922014473","https://openalex.org/W2922995994","https://openalex.org/W2925510773","https://openalex.org/W2929165397","https://openalex.org/W2932347607","https://openalex.org/W2936307272","https://openalex.org/W2943212148","https://openalex.org/W2945510383","https://openalex.org/W2945720445","https://openalex.org/W2948301682","https://openalex.org/W2949237386","https://openalex.org/W2949642792","https://openalex.org/W2949930735","https://openalex.org/W2952113409","https://openalex.org/W2952651429","https://openalex.org/W2963721881","https://openalex.org/W2964943600","https://openalex.org/W2968752241","https://openalex.org/W2974503353","https://openalex.org/W2974740838","https://openalex.org/W2975643820","https://openalex.org/W2983849081","https://openalex.org/W2990812431","https://openalex.org/W2991004173","https://openalex.org/W2998075897","https://openalex.org/W2999044305","https://openalex.org/W3002058427","https://openalex.org/W3002262829","https://openalex.org/W3002497963","https://openalex.org/W3004741665","https://openalex.org/W3007172120","https://openalex.org/W3008695158","https://openalex.org/W3011826307","https://openalex.org/W3012307849","https://openalex.org/W3012909962","https://openalex.org/W3015774841","https://openalex.org/W3017652057","https://openalex.org/W3024112412","https://openalex.org/W3045623890","https://openalex.org/W3046263796","https://openalex.org/W3081400722"],"related_works":["https://openalex.org/W4313341920","https://openalex.org/W2997141917","https://openalex.org/W4296698254","https://openalex.org/W7124434958","https://openalex.org/W4283591323","https://openalex.org/W4281729810","https://openalex.org/W7125157373","https://openalex.org/W3088726196","https://openalex.org/W7039245466","https://openalex.org/W7166039629"],"abstract_inverted_index":{"Technological":[0],"developments":[1],"have":[2],"revolutionized":[3],"measurements":[4,30],"on":[5,79],"plant":[6,54,72,75,117],"genotypes":[7,92],"and":[8,31,43,52,56,74,89],"phenotypes,":[9],"leading":[10],"to":[11,22,25,32,87,93,111],"routine":[12],"production":[13],"of":[14,65,71,106],"large,":[15],"complex":[16],"data":[17,35],"sets.":[18,36],"This":[19],"has":[20,40],"led":[21],"increased":[23],"efforts":[24],"extract":[26],"meaning":[27],"from":[28,85],"these":[29],"integrate":[33],"various":[34],"Concurrently,":[37],"machine":[38,66,101],"learning":[39,67,102],"rapidly":[41],"evolved":[42],"is":[44],"now":[45],"widely":[46],"applied":[47],"in":[48,50,53,58,68,90,115],"science":[49,73],"general":[51],"genotyping":[55],"phenotyping":[57],"particular.":[59],"Here,":[60],"we":[61,98],"review":[62],"the":[63,69],"application":[64],"context":[70],"breeding.":[76],"We":[77],"focus":[78],"analyses":[80],"at":[81],"different":[82],"phenotype":[83],"levels,":[84],"biochemical":[86],"yield,":[88],"connecting":[91],"these.":[94],"In":[95],"this":[96],"way,":[97],"illustrate":[99],"how":[100],"offers":[103],"a":[104],"suite":[105],"methods":[107],"that":[108],"enable":[109],"researchers":[110],"find":[112],"meaningful":[113],"patterns":[114],"relevant":[116],"data.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":67},{"year":2025,"cited_by_count":70},{"year":2024,"cited_by_count":53},{"year":2023,"cited_by_count":71},{"year":2022,"cited_by_count":57},{"year":2021,"cited_by_count":22}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-12-21T00:00:00"}