{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T18:10:11Z","timestamp":1790878211543,"version":"4.1.0"},"reference-count":54,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Fonds f\u00fcr Verkerhssicherheit","award":["22.25.01"],"award-info":[{"award-number":["22.25.01"]}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Driving under the influence of cannabis is associated with impaired cognitive and psychomotor performance and an increased risk of traffic accidents. Reliable real-time in-vehicle systems for detecting cannabis-related driving impairment are currently lacking; but hold great potential for improving road safety.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This protocol describes the REVELIO test-track pilot study: a randomised, controlled, open-label, interventional, single-centre trial. The study assesses the feasibility and methodological requirements for developing and evaluating a multimodal in-vehicle detection approach using vehicle and driver state data. A total of 45 healthy recreational cannabis users will be enrolled and randomly allocated to an intervention or a reference control group. During the main study day, all participants will undergo biological sampling for tetrahydrocannabinol (THC) and related metabolites, as well as pre-driving assessments, followed by a sober baseline driving session on a closed test track using a dual-pedal vehicle with a certified driving instructor onboard. Participants in the intervention group will then receive a single controlled inhalative cannabis dose (target 0.67 mg THC per kg body weight), while the reference group will receive no cannabis. All participants will subsequently complete three additional standardized 50-minute driving sessions at predefined time points up to approximately six hours after administration, following identical schedules to enable within- and between-group comparisons. Between driving sessions, structured breaks will include recovery periods, repeated biological sampling, and traffic-medical, traffic-psychological, and pre-driving performance assessments, to characterise the temporal dynamics of cannabis-related impairment.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Discussion<\/jats:title>\n                    <jats:p>Multimodal data will be collected, including vehicle controller area network (CAN) data, driver monitoring camera (DMC) data, physiological signals using wearables, and biological samples (capillary blood, breath, oral fluid. Machine-learning\u2013based models will be developed and evaluated to distinguish sober from cannabis-influenced driving states under controlled conditions. Secondary analyses will examine changes in driving performance over time and associations between functional measures and biological THC concentrations. As an exploratory pilot study conducted on a secured test track, the protocol aims to generate standardized reference data and quantitative performance metrics to inform both feasibility and system design considerations.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Trial registration<\/jats:title>\n                    <jats:p>\n                      The study is registered at ClinicalTrials.gov (\n                      <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"https:\/\/clinicaltrials.gov\/ct2\/show\/NCT07401628\" xlink:type=\"simple\">NCT07401628<\/jats:ext-link>\n                      ).\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0349328","type":"journal-article","created":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T17:52:37Z","timestamp":1790877157000},"page":"e0349328","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Protocol for the REVELIO test-track pilot study: A randomised, controlled, single-centre trial in healthy recreational cannabis users investigating real-time in-vehicle detection of cannabis-impaired driving"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-6608-7208","authenticated-orcid":true,"given":"Robin","family":"Deuber","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0845-1844","authenticated-orcid":true,"given":"Michal","family":"Bechny","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christoph","family":"Heck","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joel","family":"Br\u00fcgger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthias","family":"Pf\u00e4ffli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mia","family":"Jovanova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4842-1117","authenticated-orcid":true,"given":"Elgar","family":"Fleisch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Felix","family":"Wortmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8659-1304","authenticated-orcid":true,"given":"Wolfgang","family":"Weinmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,10,1]]},"reference":[{"key":"pone.0349328.ref001","unstructured":"Thomas F, Darrah J, Graham L, Berning A, Blomberg R, Finstad K, et al. Drug prevalence among seriously or fatally injured road users (Report No. DOT HS 813 399). Washington, DC: National Highway Traffic Safety Administration. 2022."},{"key":"pone.0349328.ref002","doi-asserted-by":"crossref","unstructured":"Schulze H, Schumacher M, Urmeew R, Alvarez J, Bernhoft IM, de Gier HdG, et al. Driving under the influence of drugs, alcohol and medicines in Europe\u2014findings from the DRUID project. European Monitoring Centre for Drugs and Drug Addiction; 2012.","DOI":"10.1093\/eurpub\/ckt126.151"},{"key":"pone.0349328.ref003","doi-asserted-by":"crossref","DOI":"10.1136\/bmj.e536","article-title":"Acute cannabis consumption and motor vehicle collision risk: systematic review of observational studies and meta-analysis","volume":"344","author":"M Asbridge","year":"2012","journal-title":"BMJ"},{"issue":"8","key":"pone.0349328.ref004","doi-asserted-by":"crossref","first-page":"1348","DOI":"10.1111\/add.13347","article-title":"The effects of cannabis intoxication on motor vehicle collision revisited and revised","volume":"111","author":"O Rogeberg","year":"2016","journal-title":"Addiction"},{"issue":"11","key":"pone.0349328.ref005","article-title":"Cannabis, alcohol and fatal road accidents","volume":"12","author":"J-L Martin","year":"2017","journal-title":"PLoS One"},{"issue":"8","key":"pone.0349328.ref006","doi-asserted-by":"crossref","first-page":"1119","DOI":"10.1001\/jamainternmed.2020.1769","article-title":"Change in Traffic Fatality Rates in the First 4 States to Legalize Recreational Marijuana","volume":"180","author":"RS Kamer","year":"2020","journal-title":"JAMA Intern Med"},{"issue":"2","key":"pone.0349328.ref007","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1056\/NEJMsa2109371","article-title":"Cannabis Legalization and Detection of Tetrahydrocannabinol in Injured Drivers","volume":"386","author":"JR Brubacher","year":"2022","journal-title":"N Engl J Med"},{"issue":"4","key":"pone.0349328.ref008","doi-asserted-by":"crossref","first-page":"494","DOI":"10.15288\/jsad.2022.83.494","article-title":"Changes in Traffic Crash Rates After Legalization of Marijuana: Results by Crash Severity","volume":"83","author":"CM Farmer","year":"2022","journal-title":"J Stud Alcohol Drugs"},{"key":"pone.0349328.ref009","doi-asserted-by":"crossref","first-page":"689444","DOI":"10.3389\/fpsyt.2021.689444","article-title":"Cannabis and Driving","volume":"12","author":"GD Pearlson","year":"2021","journal-title":"Front Psychiatry"},{"issue":"2","key":"pone.0349328.ref010","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.drugalcdep.2003.10.008","article-title":"Dose related risk of motor vehicle crashes after cannabis use","volume":"73","author":"JG Ramaekers","year":"2004","journal-title":"Drug Alcohol Depend"},{"issue":"5384","key":"pone.0349328.ref011","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1038\/241060b0","article-title":"Cannabis induced impairment of performance of a divided attention task","volume":"241","author":"S Casswell","year":"1973","journal-title":"Nature"},{"issue":"3","key":"pone.0349328.ref012","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1007\/BF00445566","article-title":"Divided attention performance in cannabis users and non-users following alcohol and cannabis separately and in combination","volume":"99","author":"DF Marks","year":"1989","journal-title":"Psychopharmacology (Berl)"},{"issue":"6","key":"pone.0349328.ref013","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1002\/cpt1970116808","article-title":"Comparative effects of smoking marihuana or placebo on human motor and mental performance","volume":"11","author":"JE Manno","year":"1970","journal-title":"Clin Pharmacol Ther"},{"issue":"6","key":"pone.0349328.ref014","doi-asserted-by":"crossref","first-page":"395","DOI":"10.4088\/JCP.v60n0609","article-title":"Effect of cannabis use on cognitive functions and driving ability","volume":"60","author":"I Kurzthaler","year":"1999","journal-title":"J Clin Psychiatry"},{"issue":"1","key":"pone.0349328.ref015","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0052545","article-title":"Weed or wheel! FMRI, behavioural, and toxicological investigations of how cannabis smoking affects skills necessary for driving","volume":"8","author":"G Battistella","year":"2013","journal-title":"PLoS One"},{"issue":"3","key":"pone.0349328.ref016","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1007\/BF00423060","article-title":"The effect of marihuana on tracking task performance","volume":"33","author":"WT Roth","year":"1973","journal-title":"Psychopharmacologia"},{"issue":"1","key":"pone.0349328.ref017","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1080\/02791072.2010.10399782","article-title":"Sex differences in the effects of marijuana on simulated driving performance","volume":"42","author":"BM Anderson","year":"2010","journal-title":"Journal of psychoactive drugs"},{"issue":"3","key":"pone.0349328.ref018","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1016\/j.aap.2009.04.021","article-title":"The effects of cannabis and alcohol on simulated arterial driving: Influences of driving experience and task demand","volume":"42","author":"MG Lenn\u00e9","year":"2010","journal-title":"Accid Anal Prev"},{"key":"pone.0349328.ref019","first-page":"107","article-title":"Driving simulator studies of marijuana alone and in combination with alcohol. In: Proceedings:","volume-title":"American Association for Automotive Medicine Annual Conference","author":"AM Smiley","year":"1981"},{"issue":"7","key":"pone.0349328.ref020","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1002\/1099-1077(200010)15:7<551::AID-HUP236>3.0.CO;2-P","article-title":"Marijuana, alcohol and actual driving performance","volume":"15","author":"JG Ramaekers","year":"2000","journal-title":"Hum Psychopharmacol"},{"key":"pone.0349328.ref021","doi-asserted-by":"crossref","unstructured":"Robbe H. Marijuana\u2019s impairing effects on driving are moderate when taken alone but severe when combined with alcohol. Human psychopharmacology: clinical and experimental. 1998;13(S2):S70\u20138.","DOI":"10.1002\/(SICI)1099-1077(1998110)13:2+<S70::AID-HUP50>3.0.CO;2-R"},{"issue":"5","key":"pone.0349328.ref022","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1176\/ajp.138.5.613","article-title":"Impaired speed of visual information processing in marijuana intoxication","volume":"138","author":"DL Braff","year":"1981","journal-title":"Am J Psychiatry"},{"issue":"5","key":"pone.0349328.ref023","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1002\/hup.307","article-title":"Visual search and urban driving under the influence of marijuana and alcohol","volume":"16","author":"CTJ Lamers","year":"2001","journal-title":"Hum Psychopharmacol"},{"key":"pone.0349328.ref024","article-title":"Pharmacokinetics of cannabinoids","author":"IJ McGilveray","year":"2005","journal-title":"Pain Res Manag"},{"issue":"8","key":"pone.0349328.ref025","doi-asserted-by":"crossref","first-page":"1770","DOI":"10.1002\/cbdv.200790152","article-title":"Human cannabinoid pharmacokinetics","volume":"4","author":"MA Huestis","year":"2007","journal-title":"Chem Biodivers"},{"key":"pone.0349328.ref026","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1007\/978-1-59259-710-9_11","article-title":"Pharmacokinetics of THC in Inhaled and Oral Preparations","volume-title":"Marihuana and Medicine","author":"M Huestis","year":"1999"},{"key":"pone.0349328.ref027","volume-title":"European Monitoring Centre for Drugs and Drug Addiction, Canadian Centre on Substance Use and Addiction. Cannabis and driving: questions and answers for policymaking","year":"2018"},{"key":"pone.0349328.ref028","unstructured":"Toyota. T-Mate driving assistance: Your T-Mate while driving; 2025. Accessed: 2026-01-23. https:\/\/www.toyota-europe.com\/brands-and-services\/toyota\/t-mate-driving-assistance"},{"key":"pone.0349328.ref029","unstructured":"General Motors. How hands-free driving tech is shaping safer driving habits; 2024. Accessed: 2026-01-23. https:\/\/news.gm.com\/home.detail.html\/Pages\/topic\/us\/en\/2024\/dec\/1217-supercruise.html"},{"key":"pone.0349328.ref030","volume-title":"How hands-free driving tech is shaping safer driving habits","author":"A Morillon","year":"2024"},{"key":"pone.0349328.ref031","unstructured":"AB SE. Smart Eye\u2019s market-leading driver monitoring software included in new Volvo EX90; 2023. Accessed: 2026-01-23. https:\/\/www.smarteye.se\/news\/smart-eyes-market-leading-driver-monitoring-software-included-in-new-volvo-ex90\/"},{"issue":"1","key":"pone.0349328.ref032","doi-asserted-by":"crossref","first-page":"108","DOI":"10.3390\/ijerph14010108","article-title":"Support Vector Machine Classification of Drunk Driving Behaviour","volume":"14","author":"H Chen","year":"2017","journal-title":"Int J Environ Res Public Health"},{"key":"pone.0349328.ref033","doi-asserted-by":"crossref","unstructured":"Deuber R, Langer P, Kraus M, Pf\u00e4ffli M, Bantle M, Barata F, et al. Moving Beyond the Simulator: Interaction-Based Drunk Driving Detection in a Real Vehicle Using Driver Monitoring Cameras and Real-Time Vehicle Data. In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025. 1\u201325. https:\/\/doi.org\/10.1145\/3706598.3714007","DOI":"10.1145\/3706598.3714007"},{"key":"pone.0349328.ref034","doi-asserted-by":"crossref","unstructured":"Koch K, Maritsch M, Van Weenen E, Feuerriegel S, Pf\u00e4ffli M, Fleisch E, et al. Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023. 1\u201332. https:\/\/doi.org\/10.1145\/3544548.3580975","DOI":"10.1145\/3544548.3580975"},{"issue":"2","key":"pone.0349328.ref035","first-page":"7","article-title":"Assessing the feasibility of vehicle-based sensors to detect alcohol impairment. Washington, DC:","volume":"1","author":"JD Lee","year":"2010","journal-title":"National Highway Traffic Safety Administration"},{"key":"pone.0349328.ref036","first-page":"61","article-title":"Drunk driving detection based on classification of multivariate time series","volume":"54","author":"Z Li","year":"2015","journal-title":"J Safety Res"},{"issue":"2","key":"pone.0349328.ref037","doi-asserted-by":"crossref","first-page":"155014772090523","DOI":"10.1177\/1550147720905234","article-title":"Random forest\u2013based feature selection and detection method for drunk driving recognition","volume":"16","author":"Z Li","year":"2020","journal-title":"International Journal of Distributed Sensor Networks"},{"issue":"8","key":"pone.0349328.ref038","doi-asserted-by":"crossref","first-page":"1408","DOI":"10.1049\/itr2.12520","article-title":"Practical aspects of measuring camera\u2010based indicators of alcohol intoxication in manual and automated driving","volume":"18","author":"R Zemblys","year":"2024","journal-title":"IET Intelligent Trans Sys"},{"issue":"5","key":"pone.0349328.ref039","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1111\/1556-4029.12227","article-title":"A review of alcohol-impaired driving: the role of blood alcohol concentration and complexity of the driving task","volume":"58","author":"TL Martin","year":"2013","journal-title":"J Forensic Sci"},{"issue":"3","key":"pone.0349328.ref040","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.jsr.2005.07.006","article-title":"The effectiveness of reducing illegal blood alcohol concentration (BAC) limits for driving: evidence for lowering the limit to\u2009.05 BAC","volume":"37","author":"JC Fell","year":"2006","journal-title":"J Safety Res"},{"issue":"1","key":"pone.0349328.ref041","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1186\/s40621-014-0026-z","article-title":"Establishing legal limits for driving under the influence of marijuana","volume":"1","author":"K Wong","year":"2014","journal-title":"Inj Epidemiol"},{"issue":"6","key":"pone.0349328.ref042","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1080\/00952990.2019.1655568","article-title":"Strengths and limitations of two cannabis-impaired driving detection methods: a review of the literature","volume":"45","author":"BC Ginsburg","year":"2019","journal-title":"Am J Drug Alcohol Abuse"},{"issue":"4","key":"pone.0349328.ref043","doi-asserted-by":"crossref","first-page":"510","DOI":"10.15288\/jsad.25-00110","article-title":"Validation of Methods for Detecting Driving Under the Influence of Cannabis: Paths Forward","volume":"86","author":"TD Marcotte","year":"2025","journal-title":"J Stud Alcohol Drugs"},{"issue":"2","key":"pone.0349328.ref044","doi-asserted-by":"crossref","first-page":"219","DOI":"10.3138\/CJCCJ.2014.ES05","article-title":"Cannabis Impaired Driving: An Evaluation of Current Modes of Detection","volume":"56","author":"A Owusu-Bempah","year":"2014","journal-title":"Canadian Journal of Criminology and Criminal Justice"},{"issue":"10491","key":"pone.0349328.ref045","article-title":"SPIRIT 2025 statement: updated guideline for protocols of randomised trials","volume":"405","author":"A-W Chan","year":"2025","journal-title":"Lancet"},{"key":"pone.0349328.ref046","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.drugalcdep.2010.02.017","article-title":"An improved brief measure of cannabis misuse: the Cannabis Use Disorders Identification Test-Revised (CUDIT-R)","volume":"110","author":"SJ Adamson","year":"2010","journal-title":"Drug Alcohol Depend"},{"issue":"6","key":"pone.0349328.ref047","doi-asserted-by":"crossref","first-page":"791","DOI":"10.1111\/j.1360-0443.1993.tb02093.x","article-title":"Development of the alcohol use disorders identification test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II","volume":"88","author":"JB Saunders","year":"1993","journal-title":"Addiction"},{"key":"pone.0349328.ref048","unstructured":"Z\u00fcger T, Lehmann V, Kraus M, Feuerriegel S, Kowatsch T, Wortmann F, et al. HEADWIND: Design and Evaluation of a Vehicle Hypoglycemia Warning System in Diabetes-a proof of principle study. 2019 Jahrestagung Abstracts. 2019:26\u20136."},{"key":"pone.0349328.ref049","doi-asserted-by":"crossref","unstructured":"Yadav AK, Velaga NR. Modelling the relationship between different Blood Alcohol Concentrations and reaction time of young and mature drivers. Transportation research part F: traffic psychology and behaviour. 2019;64:227\u201345.","DOI":"10.1016\/j.trf.2019.05.011"},{"key":"pone.0349328.ref050","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.aap.2012.12.042","article-title":"Comparison of driving simulator performance with real driving after alcohol intake: a randomised, single blind, placebo-controlled, cross-over trial","volume":"53","author":"A Helland","year":"2013","journal-title":"Accid Anal Prev"},{"issue":"1","key":"pone.0349328.ref051","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1186\/1472-6947-12-8","article-title":"Predicting sample size required for classification performance","volume":"12","author":"RL Figueroa","year":"2012","journal-title":"BMC medical informatics and decision making"},{"issue":"3","key":"pone.0349328.ref052","doi-asserted-by":"crossref","DOI":"10.1056\/AIoa2300013","article-title":"Machine Learning to Infer a Health State Using Biomedical Signals \u2014 Detection of Hypoglycemia in People with Diabetes while Driving Real Cars","volume":"1","author":"V Lehmann","year":"2024","journal-title":"NEJM AI"},{"issue":"5","key":"pone.0349328.ref053","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1016\/S0893-133X(01)00273-1","article-title":"Effects of acute smoked marijuana on complex cognitive performance","volume":"25","author":"CL Hart","year":"2001","journal-title":"Neuropsychopharmacology"},{"issue":"1","key":"pone.0349328.ref054","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1159\/000509733","article-title":"Terpenes\/terpenoids in cannabis: are they important","volume":"3","author":"LO Hanu\u0161","year":"2020","journal-title":"Medical Cannabis and Cannabinoids"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0349328","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T17:52:45Z","timestamp":1790877165000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0349328"}},"subtitle":[],"editor":[{"given":"Alejandro","family":"Torrado Pacheco","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,10,1]]},"references-count":54,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2026,10,1]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0349328","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,1]]}}}