{"id":"https://openalex.org/W4389538671","doi":"https://doi.org/10.1109/jbhi.2023.3341077","title":"Detecting Eating Episodes From Wrist Motion Using Daily Pattern Analysis","display_name":"Detecting Eating Episodes From Wrist Motion Using Daily Pattern Analysis","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4389538671","doi":"https://doi.org/10.1109/jbhi.2023.3341077","pmid":"https://pubmed.ncbi.nlm.nih.gov/38079368","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10904729"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3341077","doi":"https://doi.org/10.1109/jbhi.2023.3341077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3341077","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10904729/pdf/nihms-1964701.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102745444","display_name":"Zeyu Tang","orcid":"https://orcid.org/0000-0002-2747-4615","observed_orcids":["https://orcid.org/0000-0002-2747-4615"]},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zeyu Tang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA"],"raw_orcid":"https://orcid.org/0000-0002-2747-4615","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089301363","display_name":"A Patyk","orcid":"https://orcid.org/0009-0009-7088-7384","observed_orcids":["https://orcid.org/0009-0009-7088-7384"]},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Patyk","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA"],"raw_orcid":"https://orcid.org/0009-0009-7088-7384","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":null,"display_name":"James Jolly","orcid":"https://orcid.org/0009-0006-2615-144X","observed_orcids":["https://orcid.org/0009-0006-2615-144X"]},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Jolly","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA"],"raw_orcid":"https://orcid.org/0009-0006-2615-144X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026133779","display_name":"Stephanie Paige Goldstein","orcid":"https://orcid.org/0000-0002-9656-1675","observed_orcids":["https://orcid.org/0000-0002-9656-1675"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie P. Goldstein","raw_affiliation_strings":["Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA"],"raw_orcid":"https://orcid.org/0000-0002-9656-1675","affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013612551","display_name":"John Graham Thomas","orcid":"https://orcid.org/0000-0001-7549-2431","observed_orcids":["https://orcid.org/0000-0001-7549-2431"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Graham Thomas","raw_affiliation_strings":["Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA"],"raw_orcid":"https://orcid.org/0000-0001-7549-2431","affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009609077","display_name":"Adam W. Hoover","orcid":"https://orcid.org/0000-0003-2965-6524","observed_orcids":["https://orcid.org/0000-0003-2965-6524"]},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Hoover","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA"],"raw_orcid":"https://orcid.org/0000-0003-2965-6524","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":0.3617,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55142777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":"2","first_page":"1054","last_page":"1065"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wrist-motion","display_name":"wrist kinematics","score":0.8820000290870667},{"id":"https://openalex.org/keywords/meal-detection","display_name":"meal detection","score":0.7379999756813049},{"id":"https://openalex.org/keywords/wearable-sensors","display_name":"wearable sensors","score":0.40799999237060547},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.7379999756813049},{"id":"https://openalex.org/keywords/false-positive-reduction","display_name":"false positive reduction","score":0.7080000042915344}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5785155892372131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5175013542175293},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.4906970262527466},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4781521260738373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4464586675167084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4142428934574127},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3999878764152527},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3474190831184387},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.1262502670288086},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014953","descriptor_name":"Wrist","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062407","descriptor_name":"Meals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2023.3341077","doi":"https://doi.org/10.1109/jbhi.2023.3341077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3341077","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","dongbi-a","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38079368","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38079368","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":"IEEE journal of biomedical and health informatics","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10904729","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10904729","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10904729/pdf/nihms-1964701.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,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10904729","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10904729","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10904729/pdf/nihms-1964701.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,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3886856178","display_name":null,"funder_award_id":"2242812","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G4320918210","display_name":"Optimizing Just-in-Time Adaptive Intervention to Improve Dietary Adherence in Behavioral Obesity Treatment: A Micro-randomized Trial","funder_award_id":"R01HL153543","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5554097790","display_name":"RII Track-1: AI-enabled Devices for the Advancement of Personalized and Transformative Healthcare in South Carolina","funder_award_id":"2242812","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G9000886508","display_name":"Using Multimodal Real-Time Assessment to Phenotype Dietary Non-Adherence Behaviors that Contribute to Poor Outcomes in Behavioral Obesity Treatment","funder_award_id":"R01DK132210","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G9000913010","display_name":"Validating Sensor-based Approaches for Monitoring Eating Behavior and Energy Intake by Accounting for Real-World Factors that Impact Accuracy and Acceptability","funder_award_id":"R01DK135679","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389538671.pdf","grobid_xml":"https://content.openalex.org/works/W4389538671.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W203985546","https://openalex.org/W1995330098","https://openalex.org/W2035040039","https://openalex.org/W2061498171","https://openalex.org/W2064675550","https://openalex.org/W2095344888","https://openalex.org/W2128944537","https://openalex.org/W2143527605","https://openalex.org/W2145216788","https://openalex.org/W2171703113","https://openalex.org/W2194775991","https://openalex.org/W2523701324","https://openalex.org/W2568993235","https://openalex.org/W2580313822","https://openalex.org/W2754630480","https://openalex.org/W2887857317","https://openalex.org/W2909644522","https://openalex.org/W2945628303","https://openalex.org/W2964199361","https://openalex.org/W3005514510","https://openalex.org/W3009491366","https://openalex.org/W3014606255","https://openalex.org/W3026315368","https://openalex.org/W3030996222","https://openalex.org/W3038024393","https://openalex.org/W3046869313","https://openalex.org/W3046966159","https://openalex.org/W3047814546","https://openalex.org/W3084151054","https://openalex.org/W3089851637","https://openalex.org/W3127269508","https://openalex.org/W3193256039","https://openalex.org/W3206914632","https://openalex.org/W4213116490","https://openalex.org/W4280626498","https://openalex.org/W4308826689"],"related_works":["https://openalex.org/W7055786346","https://openalex.org/W4213116490","https://openalex.org/W2128944537","https://openalex.org/W3198478790","https://openalex.org/W2909644522","https://openalex.org/W3082816458","https://openalex.org/W4416144439","https://openalex.org/W3089851637","https://openalex.org/W7096086259","https://openalex.org/W2304212337"],"abstract_inverted_index":{"This":[0,96],"paper":[1],"presents":[2],"new":[3],"methods":[4,115],"to":[5,46,99,209,216],"detect":[6],"eating":[7,34,140,155],"from":[8,38,107],"wrist":[9,22],"motion.":[10],"Our":[11,151,188],"main":[12],"novelty":[13],"is":[14],"that":[15,30,129,191,207],"we":[16],"analyze":[17],"a":[18,26,43,48,74,101,172],"full":[19],"day":[20,76],"of":[21,33,58,61,70,92,104,109,132,161,176],"motion":[23],"data":[24],"as":[25,77],"single":[27,75],"sample":[28],"so":[29],"the":[31,64,89,93,117,130,180,185,192],"detection":[32],"occurrences":[35],"can":[36],"benefit":[37],"diurnal":[39],"context.":[40],"We":[41,112,142],"develop":[42],"two-stage":[44],"framework":[45,81],"facilitate":[47],"feasible":[49],"full-day":[50],"analysis.":[51],"The":[52,80],"first-stage":[53,94],"model":[54,66],"calculates":[55,67],"local":[56],"probabilities":[57,69],"eating$P(E_{w})$within":[59],"windows":[60,215],"data,":[62],"and":[63,124,127,171,200],"second-stage":[65],"enhanced":[68],"eating$P(E_{d})$by":[71],"treating":[72],"all$P(E_{w})$within":[73],"one":[78],"sample.":[79],"also":[82,143],"incorporates":[83],"an":[84,154],"augmentation":[85],"technique,":[86],"which":[87,178],"involves":[88],"iterative":[90],"retraining":[91],"model.":[95],"allows":[97],"us":[98],"generate":[100],"sufficient":[102],"number":[103],"day-length":[105,133],"samples":[106],"datasets":[108],"limited":[110],"size.":[111],"test":[113],"our":[114,145],"on":[116,184,213],"publicly":[118],"available":[119],"Clemson":[120],"All-Day":[121],"(CAD)":[122],"dataset":[123],"FreeFIC":[125],"dataset,":[126],"find":[128],"inclusion":[131],"analysis":[134],"substantially":[135,196],"improves":[136,197],"accuracy":[137,175],"in":[138,201],"detecting":[139],"episodes.":[141],"benchmark":[144],"results":[146,189],"against":[147],"several":[148],"state-of-the-art":[149],"methods.":[150],"approach":[152],"achieved":[153],"episode":[156],"true":[157,168],"positive":[158,169],"rate":[159],"(TPR)":[160],"89%":[162],"with":[163],"1.4":[164],"false":[165,205],"positives":[166],"per":[167],"(FP/TP),":[170],"time":[173],"weighted":[174],"84%,":[177],"are":[179],"highest":[181],"accuracies":[182],"reported":[183],"CAD":[186],"dataset.":[187],"show":[190],"daily":[193],"pattern":[194],"classifier":[195],"meal":[198],"detections":[199,206],"particular":[202],"reduces":[203],"transient":[204],"tend":[208],"occur":[210],"when":[211],"relying":[212],"shorter":[214],"look":[217],"for":[218],"individual":[219],"ingestion":[220],"or":[221],"consumption":[222],"events.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-12-12T00:00:00"}
