{"id":"https://openalex.org/W7225467289","doi":"https://doi.org/10.1038/s41598-026-79507-w","title":"Enhanced labor activity recognition via wearable physiological signals: a comparative machine learning study","display_name":"Enhanced labor activity recognition via wearable physiological signals: a comparative machine learning study","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225467289","doi":"https://doi.org/10.1038/s41598-026-79507-w"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-026-79507-w","doi":"https://doi.org/10.1038/s41598-026-79507-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-79507-w","pdf_url":"https://www.nature.com/articles/s41598-026-79507-w_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"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":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-026-79507-w_reference.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015229778","display_name":"Luqman Ali","orcid":"https://orcid.org/0000-0001-5996-7804","observed_orcids":["https://orcid.org/0000-0001-5996-7804"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Luqman Ali","raw_affiliation_strings":["Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161192163","display_name":"Lujain Kuruvachalil","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Lujain Kuruvachalil","raw_affiliation_strings":["Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043766631","display_name":"Medha Mohan Ambali Parambil","orcid":"https://orcid.org/0000-0002-9336-2902","observed_orcids":["https://orcid.org/0000-0002-9336-2902"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Medha Mohan Ambali Parambil","raw_affiliation_strings":["Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161250700","display_name":"Abdul Rahman Masoud","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abdul Rahman Masoud","raw_affiliation_strings":["Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161226249","display_name":"MD Didarul Alam","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"MD Didarul Alam","raw_affiliation_strings":["Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079190137","display_name":"Fady Alnajjar","orcid":"https://orcid.org/0000-0001-6102-3765","observed_orcids":["https://orcid.org/0000-0001-6102-3765"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fady Alnajjar","raw_affiliation_strings":["Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030284249","display_name":"Salah Bouktif","orcid":"https://orcid.org/0000-0001-5846-9897","observed_orcids":["https://orcid.org/0000-0001-5846-9897","https://orcid.org/0000-0002-8193-0546"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Salah Bouktif","raw_affiliation_strings":["Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027768249","display_name":"Hamad Al Jassmi","orcid":"https://orcid.org/0000-0002-4230-4067","observed_orcids":["https://orcid.org/0000-0002-4230-4067"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Hamad AlJassmi","raw_affiliation_strings":["Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Emirates Center for Mobility Research, United Arab Emirates University, 15551, Al Ain, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5027768249"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9071999788284302,"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":0.9071999788284302,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.06019999831914902,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.007199999876320362,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/blood-volume-pulse","display_name":"blood volume pulse","score":0.675000011920929},{"id":"https://openalex.org/keywords/electrodermal-activity","display_name":"electrodermal activity","score":0.9039999842643738},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.9319999814033508},{"id":"https://openalex.org/keywords/respiration-rate","display_name":"respiration rate","score":0.9909999966621399},{"id":"https://openalex.org/keywords/skin-temperature","display_name":"skin temperature","score":0.968999981880188},{"id":"https://openalex.org/keywords/empatica-e4","display_name":"Empatica E4","score":0.7940000295639038},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.6510000228881836},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.6449999809265137},{"id":"https://openalex.org/keywords/catboost","display_name":"CatBoost","score":0.8140000104904175},{"id":"https://openalex.org/keywords/extra-trees","display_name":"extra trees","score":0.4740000069141388}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6802999973297119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6434999704360962},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5989999771118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.541100025177002},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5303000211715698},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.3790999948978424},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36739999055862427},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C3020255362","wikidata":"https://www.wikidata.org/wiki/Q747883","display_name":"Physical activity","level":2,"score":0.22200000286102295},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.21389999985694885}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1038/s41598-026-79507-w","doi":"https://doi.org/10.1038/s41598-026-79507-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-79507-w","pdf_url":"https://www.nature.com/articles/s41598-026-79507-w_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"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":"Scientific Reports","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1038/s41598-026-79507-w","doi":"https://doi.org/10.1038/s41598-026-79507-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-79507-w","pdf_url":"https://www.nature.com/articles/s41598-026-79507-w_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"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":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.833299994468689,"id":"https://metadata.un.org/sdg/8"},{"display_name":"Good health and well-being","score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225467289.pdf","grobid_xml":"https://content.openalex.org/works/W7225467289.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W176323845","https://openalex.org/W1498436455","https://openalex.org/W1929083272","https://openalex.org/W1965461651","https://openalex.org/W1981399499","https://openalex.org/W1988790447","https://openalex.org/W1999250675","https://openalex.org/W2064980505","https://openalex.org/W2089282851","https://openalex.org/W2131774270","https://openalex.org/W2135293965","https://openalex.org/W2222318234","https://openalex.org/W2295598076","https://openalex.org/W2507244352","https://openalex.org/W2790194913","https://openalex.org/W2911964244","https://openalex.org/W2948950091","https://openalex.org/W2972317743","https://openalex.org/W3014111375","https://openalex.org/W3015666110","https://openalex.org/W3047170760","https://openalex.org/W3089188715","https://openalex.org/W3109448213","https://openalex.org/W3134689613","https://openalex.org/W3164845984","https://openalex.org/W3182967956","https://openalex.org/W3202321232","https://openalex.org/W3202511679","https://openalex.org/W4226054578","https://openalex.org/W4239510810","https://openalex.org/W4290459660","https://openalex.org/W4292382514","https://openalex.org/W4297957988","https://openalex.org/W4311102626","https://openalex.org/W4319785812","https://openalex.org/W4372286441","https://openalex.org/W4386418078","https://openalex.org/W4392663995","https://openalex.org/W4392941104","https://openalex.org/W4395028852","https://openalex.org/W4399800820","https://openalex.org/W4407064556","https://openalex.org/W4408658474","https://openalex.org/W4409942857","https://openalex.org/W4411529475","https://openalex.org/W4411690794","https://openalex.org/W4411995892"],"related_works":["https://openalex.org/W6941548982","https://openalex.org/W7001156891","https://openalex.org/W7039494948","https://openalex.org/W1489581664","https://openalex.org/W7071712416","https://openalex.org/W7223968598","https://openalex.org/W4409099133","https://openalex.org/W6903958818","https://openalex.org/W2805146018","https://openalex.org/W3193974582"],"abstract_inverted_index":{"Labor":[0],"activity":[1],"recognition":[2,40,43],"using":[3,69,144],"wearable":[4,76],"physiological":[5,55,96],"signals":[6],"can":[7],"support":[8],"safety,":[9],"productivity":[10],"monitoring,":[11],"and":[12,29,41,72,89,123,126,137,177,188,204,223],"human-centered":[13],"decision-making":[14],"in":[15,64],"industrial":[16],"workplaces.":[17],"This":[18],"study":[19],"presents":[20],"an":[21,103],"exploratory":[22],"comparative":[23],"benchmark":[24],"of":[25,44],"twenty":[26],"machine":[27],"learning":[28,31],"deep":[30],"models":[32,141],"for":[33,220],"two":[34],"labor":[35],"activity-recognition":[36],"tasks:":[37],"binary":[38,116,164],"productive/non-productive":[39],"multiclass":[42,128,183],"specific":[45],"productive":[46,122],"tasks.":[47],"The":[48,114,158],"raw":[49],"data":[50],"comprised":[51],"29,187":[52],"synchronized":[53],"one-second":[54],"readings":[56],"collected":[57],"from":[58],"four":[59],"workers":[60],"during":[61],"three":[62],"shifts":[63],"a":[65,145],"stone":[66],"prefabrication":[67],"facility":[68],"Empatica":[70],"E4":[71],"Zephyr":[73],"BioHarness":[74],"3":[75],"devices.":[77],"Blood":[78],"volume":[79],"pulse,":[80],"electrodermal":[81],"activity/galvanic":[82],"skin":[83,90],"response,":[84],"heart":[85],"rate,":[86,88],"respiration":[87],"temperature":[91],"were":[92,142],"transformed":[93],"into":[94],"35":[95],"statistical":[97],"features":[98],"per":[99,111],"labeled":[100],"analysis":[101],"window;":[102],"additional":[104],"activity-window":[105],"Duration":[106],"predictor":[107],"yielded":[108],"36":[109],"predictors":[110],"modeling":[112],"window.":[113],"final":[115],"dataset":[117,129],"contained":[118,130],"400":[119],"windows":[120,132],"(200":[121],"200":[124],"non-productive),":[125],"the":[127,155,162,218],"393":[131],"(131":[133],"oiling,":[134],"131":[135,138],"moving,":[136],"cleaning).":[139],"All":[140],"evaluated":[143],"stratified":[146],"80/20":[147],"train-test":[148],"split,":[149],"with":[150],"standardization":[151],"fitted":[152],"only":[153],"on":[154],"training":[156],"data.":[157],"MLP":[159],"Classifier":[160],"achieved":[161,192],"highest":[163],"performance":[165,215],"(accuracy":[166],"=":[167,171,175,180,194,198,202,207],"0.8625,":[168,176],"support-weighted":[169,173,178,196,200,205],"precision":[170,197],"0.8646,":[172],"recall":[174,201],"F1-score":[179,206],"0.8623).":[181],"For":[182],"recognition,":[184],"CatBoost,":[185],"Extra":[186],"Trees,":[187],"Bidirectional":[189],"LSTM":[190],"each":[191],"accuracy":[193],"0.9873,":[195,203],"0.9878,":[199],"0.9873.":[208],"These":[209],"findings":[210],"demonstrate":[211],"strong":[212],"within-dataset":[213],"classification":[214],"while":[216],"emphasizing":[217],"need":[219],"future":[221],"worker-independent":[222],"multi-site":[224],"validation.":[225]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-08T00:00:00"}