{"id":"https://openalex.org/W2110242299","doi":"https://doi.org/10.1162/08997660252741149","title":"The Time-Rescaling Theorem and Its Application to Neural Spike Train Data Analysis","display_name":"The Time-Rescaling Theorem and Its Application to Neural Spike Train Data Analysis","publication_year":2002,"publication_date":"2002-02-01","ids":{"openalex":"https://openalex.org/W2110242299","doi":"https://doi.org/10.1162/08997660252741149","mag":"2110242299","pmid":"https://pubmed.ncbi.nlm.nih.gov/11802915"},"language":"en","primary_location":{"id":"doi:10.1162/08997660252741149","is_oa":false,"landing_page_url":"https://doi.org/10.1162/08997660252741149","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030321614","display_name":"Emery N. Brown","orcid":"https://orcid.org/0000-0003-2668-7819"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emery N. Brown","raw_affiliation_strings":["Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A., and Division of Health Sciences and Technology, Harvard Medical School = Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A., and Division of Health Sciences and Technology, Harvard Medical School = Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030899687","display_name":"Riccardo Barbieri","orcid":"https://orcid.org/0000-0001-9381-3833"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riccardo Barbieri","raw_affiliation_strings":["Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A.,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A.,","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024805161","display_name":"Val\u00e9rie Ventura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086114","display_name":"Center for the Neural Basis of Cognition","ror":"https://ror.org/00jfeg660","country_code":"US","type":"facility","lineage":["https://openalex.org/I170201317","https://openalex.org/I4210086114","https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Val\u00e9rie Ventura","raw_affiliation_strings":["Department of Statistics, Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburg, PA 15213, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburg, PA 15213, U.S.A","institution_ids":["https://openalex.org/I4210086114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026044539","display_name":"Robert E. Kass","orcid":"https://orcid.org/0000-0002-6680-4867"},"institutions":[{"id":"https://openalex.org/I4210086114","display_name":"Center for the Neural Basis of Cognition","ror":"https://ror.org/00jfeg660","country_code":"US","type":"facility","lineage":["https://openalex.org/I170201317","https://openalex.org/I4210086114","https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert E. Kass","raw_affiliation_strings":["Department of Statistics, Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburg, PA 15213, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Carnegie Mellon University, Center for the Neural Basis of Cognition, Pittsburg, PA 15213, U.S.A","institution_ids":["https://openalex.org/I4210086114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060193294","display_name":"Loren M. Frank","orcid":"https://orcid.org/0000-0002-1752-5677"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loren M. Frank","raw_affiliation_strings":["Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroscience Statistics Research Laboratory, Department of Anesthesia and Critical Care, Massachusetts General Hospital, Boston, MA 02114, U.S.A","institution_ids":["https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8372,"has_fulltext":false,"cited_by_count":554,"citation_normalized_percentile":{"value":0.96986579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"14","issue":"2","first_page":"325","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spike-train","display_name":"Spike train","score":0.7803082466125488},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.7529816627502441},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5317339301109314},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.47550612688064575},{"id":"https://openalex.org/keywords/cox-process","display_name":"Cox process","score":0.46247944235801697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4548128843307495},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.442910373210907},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4293232858181},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4155414402484894},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3942433297634125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33421754837036133},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17798185348510742}],"concepts":[{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.7803082466125488},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.7529816627502441},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5317339301109314},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.47550612688064575},{"id":"https://openalex.org/C155051063","wikidata":"https://www.wikidata.org/wiki/Q1290919","display_name":"Cox process","level":4,"score":0.46247944235801697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4548128843307495},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.442910373210907},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4293232858181},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4155414402484894},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3942433297634125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33421754837036133},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17798185348510742},{"id":"https://openalex.org/C166144826","wikidata":"https://www.wikidata.org/wiki/Q1145117","display_name":"Poisson process","level":3,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008251","descriptor_name":"Macaca","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008251","descriptor_name":"Macaca","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008251","descriptor_name":"Macaca","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011338","descriptor_name":"Probability Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011338","descriptor_name":"Probability Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011338","descriptor_name":"Probability Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014795","descriptor_name":"Visual Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014795","descriptor_name":"Visual Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014795","descriptor_name":"Visual Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/08997660252741149","is_oa":false,"landing_page_url":"https://doi.org/10.1162/08997660252741149","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:11802915","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11802915","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":"Neural computation","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.142.9977","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.142.9977","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stat.columbia.edu/~liam/teaching/neurostat-spr07/papers/brown-et-al/time-rescaling.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2542850024","display_name":null,"funder_award_id":"MH61637","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3657709004","display_name":null,"funder_award_id":"CA54652","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G5210991089","display_name":null,"funder_award_id":"MH59733","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1513618424","https://openalex.org/W1562893243","https://openalex.org/W1583666889","https://openalex.org/W1585564530","https://openalex.org/W1586180564","https://openalex.org/W1605797652","https://openalex.org/W1943309769","https://openalex.org/W1965499003","https://openalex.org/W1969012035","https://openalex.org/W1969769253","https://openalex.org/W1989839720","https://openalex.org/W1991385580","https://openalex.org/W1998404609","https://openalex.org/W2043535819","https://openalex.org/W2052197092","https://openalex.org/W2052515926","https://openalex.org/W2052923946","https://openalex.org/W2064758233","https://openalex.org/W2092487949","https://openalex.org/W2096038694","https://openalex.org/W2100768766","https://openalex.org/W2102529861","https://openalex.org/W2103162253","https://openalex.org/W2109843705","https://openalex.org/W2116905996","https://openalex.org/W2131722136","https://openalex.org/W2143347295","https://openalex.org/W2146367411","https://openalex.org/W2148839232","https://openalex.org/W2150103500","https://openalex.org/W2154532813","https://openalex.org/W2156537337","https://openalex.org/W2169183612","https://openalex.org/W2171442490","https://openalex.org/W2317494021","https://openalex.org/W2322524800","https://openalex.org/W2402051274","https://openalex.org/W2615953416","https://openalex.org/W2796700885","https://openalex.org/W2799002609","https://openalex.org/W3027720329","https://openalex.org/W3161976867","https://openalex.org/W4233547670"],"related_works":["https://openalex.org/W2060487882","https://openalex.org/W4312501805","https://openalex.org/W2116721504","https://openalex.org/W4302604222","https://openalex.org/W2730885742","https://openalex.org/W2952894338","https://openalex.org/W2096038694","https://openalex.org/W1830005216","https://openalex.org/W4247612853","https://openalex.org/W2120503473"],"abstract_inverted_index":{"Measuring":[0],"agreement":[1],"between":[2],"a":[3,7,33,40,72,94,131,152,156,196,215,221,248],"statistical":[4],"model":[5,219],"and":[6,60,115,137,155,160,167,232],"spike":[8,47,65,122,144,222,235,253],"train":[9,48,66,236,254],"data":[10,255],"series,":[11],"that":[12,80,242],"is,":[13],"evaluating":[14],"goodness":[15],"of":[16,120,133,142,151,158,172,220],"fit,":[17],"is":[18,39,71],"crucial":[19],"for":[20,43,51,112,251],"establishing":[21],"the":[22,103,147,182,185,208,243],"model's":[23],"validity":[24],"prior":[25],"to":[26,29,108,190,213,229],"using":[27,198],"it":[28,227],"make":[30,181],"inferences":[31],"about":[32],"particular":[34],"neural":[35,46,121,143,234,252],"system.":[36],"Assessing":[37],"goodness-of-fit":[38,110],"challenging":[41],"problem":[42],"point":[44,82,117,217],"process":[45,83,96,118,218],"models,":[49],"especially":[50],"histogram-based":[52,116,233],"models":[53,119,141,171,237],"such":[54],"as":[55],"perstimulus":[56],"time":[57],"histograms":[58],"(PSTH)":[59],"rate":[61],"functions":[62],"estimated":[63],"by":[64],"smoothing.":[67],"The":[68],"time-rescaling":[69,186,244],"theorem":[70,104,187,209,245],"well-known":[73],"result":[74],"in":[75,128,192],"probability":[76,201],"theory,":[77],"which":[78],"states":[79],"any":[81],"with":[84,97],"an":[85],"integrable":[86],"conditional":[87],"intensity":[88],"function":[89],"may":[90,105,210],"be":[91,106,211,247],"transformed":[92],"into":[93],"Poisson":[95],"unit":[98],"rate.":[99],"We":[100,124,204],"describe":[101],"how":[102,207],"used":[107,212],"develop":[109],"tests":[111,127],"both":[113],"parametric":[114,231],"trains.":[123],"apply":[125],"these":[126],"two":[129],"examples:":[130],"comparison":[132,157],"PSTH,":[134],"inhomogeneous":[135,138,163,165,168],"Poisson,":[136,164],"Markov":[139],"interval":[140],"trains":[145],"from":[146],"supplementary":[148],"eye":[149],"field":[150],"macque":[153],"monkey":[154],"temporal":[159],"spatial":[161],"smoothers,":[162],"gamma,":[166],"inverse":[169],"gaussian":[170],"rat":[173],"hippocampal":[174],"place":[175],"cell":[176],"spiking":[177],"activity.":[178],"To":[179],"help":[180],"logic":[183],"behind":[184],"more":[188],"accessible":[189],"researchers":[191],"neuroscience,":[193],"we":[194],"present":[195],"proof":[197],"only":[199],"elementary":[200],"theory":[202],"arguments.":[203],"also":[205],"show":[206],"simulate":[214],"general":[216],"train.":[223],"Our":[224],"paradigm":[225],"makes":[226],"possible":[228],"compare":[230],"directly.":[238],"These":[239],"results":[240],"suggest":[241],"can":[246],"valuable":[249],"tool":[250],"analysis.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":25},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":31},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":33}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
