{"paper_id":"3e003a59-db3d-4c2a-963d-b3ebf28c3901","body_text":"Exploring Music Representation Learning for Detection of Finer-grained Details | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Exploring Music Representation Learning for Detection of Finer-grained Details Vishnu S Pendyala, Samhita Konduri, Kriti Pendyala This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8050788/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The art of music is profound and includes the fine-tuning of multiple fine-grained aspects. Taking the example of one such attribute, the music tonic, this paper investigates if machine learning can be effectively applied to detect fine-grained features from various representations of music. It describes the methodology and experiments to determine the effectiveness of the audio representations and non-linear machine learning classifiers such as Support Vector Machines, K-Nearest Neighbors, and tree-based methods in capturing and detecting tonic informa-tion. The effectiveness of Mel-frequency cepstral coefficients is compared with Bark-frequency cepstral coefficients and Mel spectrogram data, which are other audio representations. The feature extraction of the Mel-frequency cepstral coef-ficients is performed using two different tools for comparison. A spectral analysis of the music renditions in a chosen dataset using Principal Component Analysis, and other dimensionality reduction techniques, t-distributed stochastic neighbor embedding, auto-encoder, and Uniform Manifold Approximation and Projection provided valuable insights into the representation learning of music in general. Classification using fine-tuned machine learning models demonstrated the fea-sibility of automating the detection and possible prediction of the music tonic. The work also resulted in a dataset with vocal renditions of the second and third authors of this paper that was used for some of the experiments. Cepstral Coefficients Machine Learning Uniform Manifold Approximation and Projection Support Vector Machines Random Forests Boosting Classifiers Full Text Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {\"props\":{\"pageProps\":{\"initialData\":{\"identity\":\"rs-8050788\",\"acceptedTermsAndConditions\":true,\"allowDirectSubmit\":true,\"archivedVersions\":[],\"articleType\":\"Research Article\",\"associatedPublications\":[],\"authors\":[{\"id\":541176005,\"identity\":\"92f07261-fdaf-42a0-b6f4-34ed1ca00765\",\"order_by\":0,\"name\":\"Vishnu S Pendyala\",\"email\":\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAABD0lEQVRIiWNgGAWjYDACZgY2GNOAgaGAQY6B4QBEnEgtBgzGhLUwoGlJbIAZhQsYHGd/9riwjSGPX7p5m8QPA7v0+Y3Hn0kwVFjD9GJqOcxjbjyzjaFYcs6xMskeg+TcDQfOmEkwnEnHqUWymYdNmreNIXHDjRwzCR4D5twNDGfYJBjbDuPRwv4MrGU/UIvkH4P6dPkGoMMY/+HWws/MYAaxRSLHTJrH4HACw4EDZhKMDfi08ABVnpMolriRVmwtY3DcEOgXY4uEY+nGuLSw8R9/Js1TZpPHPyN54803FdXy8jOOP7zxocZaFpcWKJBIABIsEhD2AQaGBPzKwQCkhvkDxK0EjB8Fo2AUjIIRBwA9ClK4T/hJFwAAAABJRU5ErkJggg==\",\"orcid\":\"https://orcid.org/0000-0001-6494-7832\",\"institution\":\"San Jose State University\",\"correspondingAuthor\":true,\"prefix\":\"\",\"firstName\":\"Vishnu\",\"middleName\":\"S\",\"lastName\":\"Pendyala\",\"suffix\":\"\"},{\"id\":541176006,\"identity\":\"06403f0a-db82-449e-90b1-f1e358e313db\",\"order_by\":1,\"name\":\"Samhita Konduri\",\"email\":\"\",\"orcid\":\"\",\"institution\":\"Palo Alto High School\",\"correspondingAuthor\":false,\"prefix\":\"\",\"firstName\":\"Samhita\",\"middleName\":\"\",\"lastName\":\"Konduri\",\"suffix\":\"\"},{\"id\":541176007,\"identity\":\"13e31917-5815-452d-a6ac-d54f2e647ac1\",\"order_by\":2,\"name\":\"Kriti Pendyala\",\"email\":\"\",\"orcid\":\"\",\"institution\":\"University Preparatory Academy\",\"correspondingAuthor\":false,\"prefix\":\"\",\"firstName\":\"Kriti\",\"middleName\":\"\",\"lastName\":\"Pendyala\",\"suffix\":\"\"}],\"badges\":[],\"createdAt\":\"2025-11-06 18:52:54\",\"currentVersionCode\":1,\"declarations\":{\"humanSubjects\":false,\"vertebrateSubjects\":false,\"conflictsOfInterestStatement\":false,\"humanSubjectEthicalGuidelines\":false,\"humanSubjectConsent\":false,\"humanSubjectClinicalTrial\":false,\"humanSubjectCaseReport\":false,\"vertebrateSubjectEthicalGuidelines\":false},\"doi\":\"10.21203/rs.3.rs-8050788/v1\",\"doiUrl\":\"https://doi.org/10.21203/rs.3.rs-8050788/v1\",\"draftVersion\":[],\"editorialEvents\":[],\"editorialNote\":\"\",\"failedWorkflow\":false,\"files\":[{\"id\":95528855,\"identity\":\"ed94d918-cc1c-4780-9fae-8b9ebc232d44\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:32\",\"extension\":\"docx\",\"order_by\":0,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":1369923,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"MusicTonic.docx\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/68cb11f7094083b376cd735a.docx\"},{\"id\":95509965,\"identity\":\"ad01c6c8-3a93-4d62-ac6f-937c388d3ebe\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:07\",\"extension\":\"json\",\"order_by\":1,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":342,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"rs8050788.json\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/044890b4269cb18ce6314463.json\"},{\"id\":95509974,\"identity\":\"951a0730-0fd8-4714-b931-15485135aca0\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"xml\",\"order_by\":2,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":175200,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"rs80507880enriched.xml\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/54e251eabfb173c9c5fd8d43.xml\"},{\"id\":95529148,\"identity\":\"2867e962-af45-433a-8fa2-e65bcd08c940\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:50\",\"extension\":\"eps\",\"order_by\":3,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/7cbce71e78c7b008824a49c7.eps\"},{\"id\":95509963,\"identity\":\"a62603a9-1077-4f78-b40d-bd68020b8ccc\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:07\",\"extension\":\"eps\",\"order_by\":4,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/aaf23a0bbff652b1230c07c1.eps\"},{\"id\":95509969,\"identity\":\"97b38f17-120a-4d3e-8b4c-2a84c1c11465\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"eps\",\"order_by\":5,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":389,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage3.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c78918a1b0fc5dd2a7ad92ff.eps\"},{\"id\":95509967,\"identity\":\"f4c01e50-d566-48ca-88e8-ce0f672fa5eb\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:07\",\"extension\":\"eps\",\"order_by\":6,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/93a82dc31df2c9ee220198cc.eps\"},{\"id\":95509964,\"identity\":\"9aeb272c-3eb1-4079-bcb5-b4736623474f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:07\",\"extension\":\"eps\",\"order_by\":7,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/4a47f0aec1e3c36d06641041.eps\"},{\"id\":95510000,\"identity\":\"09f53c83-5533-4993-af4c-7d7366fe6b5c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"eps\",\"order_by\":8,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":389,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage3.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/2f3818916796ebd878c553a8.eps\"},{\"id\":95528883,\"identity\":\"113a1498-6e35-48a6-9797-e705641d3a03\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:34\",\"extension\":\"eps\",\"order_by\":9,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/09b385f0918e98d4d47ada5f.eps\"},{\"id\":95509968,\"identity\":\"dba5d04e-1428-41bd-b60d-ea6626d0abb7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"eps\",\"order_by\":10,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":379,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"drawingimage1.eps\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/470b80f69f588613eab480c0.eps\"},{\"id\":95509975,\"identity\":\"8146dd81-bf1b-41c7-b54a-93775e1aabe2\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":11,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":166566,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d8289086ffd1072e8cbcd515.jpeg\"},{\"id\":95509981,\"identity\":\"107dc453-3cf3-414b-a0d5-7bde007bf0a0\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":12,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":167676,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage10.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/9c9c72969a965785b0633988.jpeg\"},{\"id\":95510082,\"identity\":\"cd1493e1-1fe6-46ea-85e3-8a631863bf12\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"jpeg\",\"order_by\":13,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":152859,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage11.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/77f93af2142df668bc05e8c3.jpeg\"},{\"id\":95510059,\"identity\":\"ed225812-f88d-472e-991d-bcb155ce8350\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"jpeg\",\"order_by\":14,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":148116,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage12.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a9663451ccc70ddefa4c442b.jpeg\"},{\"id\":95654170,\"identity\":\"ce539c65-b0dd-4e66-bab7-ffcab9621616\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:10:09\",\"extension\":\"jpeg\",\"order_by\":15,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":149900,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage2.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/bf71242f6fe3005eddcfd4a7.jpeg\"},{\"id\":95529647,\"identity\":\"48311741-627d-4932-afc6-5d7848c80a92\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:20\",\"extension\":\"jpeg\",\"order_by\":16,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":358988,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage3.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/08515f6146335a212c259a21.jpeg\"},{\"id\":95509973,\"identity\":\"42c17239-bb8d-4366-af07-dc4e8daea709\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":17,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":133605,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage4.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/efb6a9efd3fa45f3fc48c247.jpeg\"},{\"id\":95529616,\"identity\":\"ad5a3d5d-8895-44dc-82a4-909115fec0c3\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:17\",\"extension\":\"jpeg\",\"order_by\":18,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":259512,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage5.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/93c7862851277d6bc39cd46e.jpeg\"},{\"id\":95509979,\"identity\":\"15eba184-10e7-49cc-a369-cad9ff560827\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":19,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":232041,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage6.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/deb6649fdd9ad07d320ebe5f.jpeg\"},{\"id\":95529590,\"identity\":\"c8d2b5c9-54f9-4872-88c7-1c43d347197d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:16\",\"extension\":\"jpeg\",\"order_by\":20,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":162796,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage7.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f0964f78c1a517fcd7e80896.jpeg\"},{\"id\":95528817,\"identity\":\"a008c77a-a703-42aa-81f3-e2d2f73a5f05\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:31\",\"extension\":\"jpeg\",\"order_by\":21,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":138677,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage8.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/95ea1c39cf2e9f966eff366c.jpeg\"},{\"id\":95528863,\"identity\":\"50f39c58-0cb1-4312-aa72-f16f50d8ddaa\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:32\",\"extension\":\"jpeg\",\"order_by\":22,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":159990,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"floatimage9.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/9bde573d3d965e0bc1cdd9b9.jpeg\"},{\"id\":95528496,\"identity\":\"a74a5d05-907d-44c1-9b9c-aeab3f442e4d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:12\",\"extension\":\"jpeg\",\"order_by\":23,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/042af7bfed3a6bad10b0e82e.jpeg\"},{\"id\":95510078,\"identity\":\"a3fbb0e7-ddc9-49ea-901f-ce861ad28f0d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"jpeg\",\"order_by\":24,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/dc87ac64057a0f246c135b80.jpeg\"},{\"id\":95510014,\"identity\":\"06472622-24c2-47ea-ae1e-d4174bfb518d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":25,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e84871230cad73c95340e8ec.jpeg\"},{\"id\":95509971,\"identity\":\"e68c7613-07bf-4e0f-8867-5fef0680ef21\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":26,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/2af9a1c123e7a79c32767ad8.jpeg\"},{\"id\":95509986,\"identity\":\"132eff89-86d1-43b3-84ee-552286a69168\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":27,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/86a958cc49e513a69b59ffd0.jpeg\"},{\"id\":95510101,\"identity\":\"bf0150f0-fe21-42eb-aca0-64a3773dc671\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"jpeg\",\"order_by\":28,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/dfed5afee6b8d4a25d75b94b.jpeg\"},{\"id\":95510122,\"identity\":\"949bdb39-88a3-45b6-b2e9-756e8e6e2b91\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"jpeg\",\"order_by\":29,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/dc464e530fb76b71761f9493.jpeg\"},{\"id\":95510057,\"identity\":\"9f9e2b2d-dac9-4966-b85c-52b14fef9600\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"jpeg\",\"order_by\":30,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/91b459c9200c68a25817257b.jpeg\"},{\"id\":95510121,\"identity\":\"95ae9699-640c-4e9d-8af3-9bf36be8b774\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"jpeg\",\"order_by\":31,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e52a5a1db07e13146ad93fd2.jpeg\"},{\"id\":95529524,\"identity\":\"daf44de8-2f92-4179-b895-35cc374b0746\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:12\",\"extension\":\"jpeg\",\"order_by\":32,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e5924d72de099c44da466f2e.jpeg\"},{\"id\":95509977,\"identity\":\"bec52689-1915-483d-9b13-ab8152062f91\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:08\",\"extension\":\"jpeg\",\"order_by\":33,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/288f02d74dd7f2dcde24d938.jpeg\"},{\"id\":95528884,\"identity\":\"7f8060d4-059a-4ff1-9e54-6200fbcdccd3\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:34\",\"extension\":\"jpeg\",\"order_by\":34,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/18fb05ba94f5f8b175c146de.jpeg\"},{\"id\":95528529,\"identity\":\"78dc4e3e-f9be-4674-9bc0-7a8ddde893ae\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:15\",\"extension\":\"jpeg\",\"order_by\":35,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a5e5c83d1118144e651a16fe.jpeg\"},{\"id\":95510017,\"identity\":\"055e30d1-c3a1-4bbd-baf5-c761aa39e992\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"jpeg\",\"order_by\":36,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/02f65b0feb8980252facded7.jpeg\"},{\"id\":95528525,\"identity\":\"b26aff8e-8836-4d0a-b9e7-a43495d61a87\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:14\",\"extension\":\"jpeg\",\"order_by\":37,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8776fb08c4e2bcd2e898f371.jpeg\"},{\"id\":95529905,\"identity\":\"185c0369-6490-4618-8dca-5a63b8d5febd\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:39\",\"extension\":\"jpeg\",\"order_by\":38,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/119a61ca5b69857a17d7d11e.jpeg\"},{\"id\":95528898,\"identity\":\"7f7b8eb3-bd78-4c7f-b7cb-9182994d6455\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:35\",\"extension\":\"jpeg\",\"order_by\":39,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/855a89e562cdaee516438e33.jpeg\"},{\"id\":95510064,\"identity\":\"5a6e47bd-e7b8-4f8c-9614-c4bed2e48c10\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"jpeg\",\"order_by\":40,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d54da302800e748ce3605256.jpeg\"},{\"id\":95528935,\"identity\":\"29d58dc6-88e0-407e-9eec-fa13a5a00320\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:37\",\"extension\":\"jpeg\",\"order_by\":41,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c22633dbf3adc7955bfc5500.jpeg\"},{\"id\":95529248,\"identity\":\"1ed9b2e5-bda6-49b3-84fa-558aa3dcef59\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:55\",\"extension\":\"jpeg\",\"order_by\":42,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a48d3c8cd1e2c9953f7d6100.jpeg\"},{\"id\":95528438,\"identity\":\"807ab3d9-0b8b-4a31-a0bf-4ab725952ebe\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:06\",\"extension\":\"jpeg\",\"order_by\":43,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/10aae37726de0c7bc55fefe4.jpeg\"},{\"id\":95509984,\"identity\":\"b69882fd-439d-4161-9086-a239278d263c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":44,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/0efb9877ab7d1da13e0a7cb2.jpeg\"},{\"id\":95510036,\"identity\":\"bae1d48e-335b-48d5-b5b0-97cda85f8bc9\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"jpeg\",\"order_by\":45,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/3ed49583fa2b92c875f15353.jpeg\"},{\"id\":95510022,\"identity\":\"2f708f03-5044-4ea3-88db-d7360773af0f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"jpeg\",\"order_by\":46,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6a637c6e2f6e2724de19c309.jpeg\"},{\"id\":95529077,\"identity\":\"7f1f1b5a-4be6-430a-9104-f85e0d5ac466\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:46\",\"extension\":\"jpeg\",\"order_by\":47,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f3237da741b667ce340be738.jpeg\"},{\"id\":95510088,\"identity\":\"37c301bd-54fb-4113-8a52-35b416fd41d7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"jpeg\",\"order_by\":48,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/5fdff305714801b35d0d2004.jpeg\"},{\"id\":95529603,\"identity\":\"04073b9b-f14a-461d-a79b-443dfc27adbe\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:17\",\"extension\":\"jpeg\",\"order_by\":49,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/dcb5b451e65fe72b3d77e2cb.jpeg\"},{\"id\":95529501,\"identity\":\"84af515f-1526-4354-8da5-a78403be4ed8\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:11\",\"extension\":\"jpeg\",\"order_by\":50,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/226dddaf5e22cf84218647e5.jpeg\"},{\"id\":95509987,\"identity\":\"af31e697-db2e-42fb-aa98-ea9a08115aa9\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":51,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/370916d515b3ebb76da59649.jpeg\"},{\"id\":95529742,\"identity\":\"2a348452-b712-444f-9d53-acf1c88c8163\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:27\",\"extension\":\"jpeg\",\"order_by\":52,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/29a370f85ffef9aeb085f0a3.jpeg\"},{\"id\":95529717,\"identity\":\"fd94022c-bc6d-412d-bd48-232cf5491a2b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:25\",\"extension\":\"jpeg\",\"order_by\":53,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/1e32d9f3da5db3f68629fcc4.jpeg\"},{\"id\":95529122,\"identity\":\"20f1d548-d0bd-4b8a-9357-26129a674d27\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:48\",\"extension\":\"jpeg\",\"order_by\":54,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/533778a578d332356c338343.jpeg\"},{\"id\":95529174,\"identity\":\"885c2290-c8f6-4f30-a4ca-655b1e823e12\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:51\",\"extension\":\"jpeg\",\"order_by\":55,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/1c479c8d2dee58e0d413d869.jpeg\"},{\"id\":95510011,\"identity\":\"d096313b-1636-46c2-b9b3-4d5c4a8ec2b3\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":56,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/afd3818f966eccca00b57f88.jpeg\"},{\"id\":95654085,\"identity\":\"321ee32e-98fa-4104-a1e3-ccdeca4ae20b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:09:37\",\"extension\":\"jpeg\",\"order_by\":57,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/11a32e820e285649c34a240c.jpeg\"},{\"id\":95510002,\"identity\":\"4739d181-71e6-43e3-adcb-b730c8692df7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":58,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a3771e61444076fbf20585e7.jpeg\"},{\"id\":95528809,\"identity\":\"235f31e7-9351-4853-877d-c3b09ad5c9a5\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:31\",\"extension\":\"jpeg\",\"order_by\":59,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/659c1fc5107f3174766758f4.jpeg\"},{\"id\":95509982,\"identity\":\"2e0449b9-2473-45c8-ac43-1a4c53639a5b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":60,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/791ff23ad784bbb185d0b314.jpeg\"},{\"id\":95529751,\"identity\":\"325a1252-ca8b-41f8-b12d-ea881c581c44\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:28\",\"extension\":\"jpeg\",\"order_by\":61,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/ebbeb98d2f8a2046233f7ea5.jpeg\"},{\"id\":95528564,\"identity\":\"689ea261-1927-4c27-b33d-620db818f37f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:16\",\"extension\":\"jpeg\",\"order_by\":62,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/405cb140dab31e84ebc9e40d.jpeg\"},{\"id\":95510003,\"identity\":\"8a5d9f8d-bc6d-4c3d-b9ae-9bdb3b3bca82\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":63,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/85b30bce2b864c7f1f306d83.jpeg\"},{\"id\":95510012,\"identity\":\"bec907f5-4e44-4285-bfc1-dba4669cbe42\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":64,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/da2285dc8838961e03d06856.jpeg\"},{\"id\":95510029,\"identity\":\"ceacf2ee-0863-4c9c-bc6d-80974ce33e85\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"jpeg\",\"order_by\":65,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/dffa918c445a4c8d536f97a2.jpeg\"},{\"id\":95529400,\"identity\":\"7c30e292-b717-4dbf-b4bc-8fafb25c8e5f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:04\",\"extension\":\"jpeg\",\"order_by\":66,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/fd207d07f6070ac69708ef91.jpeg\"},{\"id\":95528176,\"identity\":\"e71c3c87-5662-4d79-b85d-81a5fd56451e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:15:40\",\"extension\":\"jpeg\",\"order_by\":67,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8e941b00de440a14e17f320e.jpeg\"},{\"id\":95509990,\"identity\":\"6b52ea15-794d-40ce-8ef0-cf520d5ebe47\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":68,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6b0a318183bf6958ad5ea3c2.jpeg\"},{\"id\":95509993,\"identity\":\"dff87b01-9791-4b62-ae82-ae6f524d0e27\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":69,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cd94bc0dd056ebc144b141c6.jpeg\"},{\"id\":95509996,\"identity\":\"022e7614-e502-409e-93fb-423e583c7706\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":70,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6c5fe26871034b2d3513ddf1.jpeg\"},{\"id\":95528562,\"identity\":\"2035411c-185f-4ab2-97fb-8a61ce73ce2c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:16\",\"extension\":\"jpeg\",\"order_by\":71,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/0c785d61b7c721b4f1365392.jpeg\"},{\"id\":95510114,\"identity\":\"ba1b3c3e-7d2d-4fa3-b0a5-5f685a365d7a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"jpeg\",\"order_by\":72,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c6c25a657989193d7327a9c9.jpeg\"},{\"id\":95528924,\"identity\":\"4158de65-3e7d-44a0-a4f0-fedbf519c848\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:36\",\"extension\":\"jpeg\",\"order_by\":73,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cf377349d1973a798a56d922.jpeg\"},{\"id\":95510040,\"identity\":\"741f6f5b-d408-4477-bee8-e5647a132f15\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"jpeg\",\"order_by\":74,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/26de5778e66413a65b41dad8.jpeg\"},{\"id\":95529598,\"identity\":\"20cc15a8-b42d-4ec5-8f0d-3c40645d1899\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:16\",\"extension\":\"jpeg\",\"order_by\":75,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/4a014a08a9ded34a9741c9bd.jpeg\"},{\"id\":95510096,\"identity\":\"d3e4d038-50ee-46b0-bd1b-de4370b20ffd\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"jpeg\",\"order_by\":76,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6fdb8ab1a85790b505f6811e.jpeg\"},{\"id\":95510127,\"identity\":\"fcbd00d3-a25a-4f74-a8a4-740bc99b0a59\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"jpeg\",\"order_by\":77,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/ebaf8f6e4c76e6b90284c4c5.jpeg\"},{\"id\":95528758,\"identity\":\"16140d08-e8d5-48de-a08f-6f54b7220d38\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:27\",\"extension\":\"jpeg\",\"order_by\":78,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f9b4f2b649d93f0a4aa02b2d.jpeg\"},{\"id\":95528921,\"identity\":\"e73b1f45-065a-46b8-ae96-74c1b05e87f6\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:36\",\"extension\":\"jpeg\",\"order_by\":79,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/0a0f6c53418acd5d3afa7cb8.jpeg\"},{\"id\":95510045,\"identity\":\"e0518363-274d-4619-b70b-49deea14de8a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"jpeg\",\"order_by\":80,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/4ea6aafb33a862ed5ff47897.jpeg\"},{\"id\":95529560,\"identity\":\"37a8eed0-8657-44d7-95e3-5ccaeb9f28a2\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:13\",\"extension\":\"jpeg\",\"order_by\":81,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d747016c1f040ac05c758810.jpeg\"},{\"id\":95510055,\"identity\":\"1d6b8b7b-d0f4-44c5-a4ea-a9f7ae3ba84a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"jpeg\",\"order_by\":82,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6e65385a88f132cd6b08ec94.jpeg\"},{\"id\":95529682,\"identity\":\"c325f044-a530-46a8-b89a-878fe53727bd\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:22\",\"extension\":\"jpeg\",\"order_by\":83,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f14ff3e0b31454ceb9418f5f.jpeg\"},{\"id\":95654177,\"identity\":\"55956b38-6b7a-4cfb-8f17-ca8a90f7c200\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:10:10\",\"extension\":\"jpeg\",\"order_by\":84,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/9630a06aeddbc9a7d15c3e0d.jpeg\"},{\"id\":95529247,\"identity\":\"5435293d-8103-49ef-9e56-bf2e239111f5\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:55\",\"extension\":\"jpeg\",\"order_by\":85,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/11e74d198c04ac847e56ee91.jpeg\"},{\"id\":95510076,\"identity\":\"1d730833-47a1-45dc-b8ce-67ee0afdbdc6\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"jpeg\",\"order_by\":86,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/78ba3daffe9ea6a7e5a00d51.jpeg\"},{\"id\":95528607,\"identity\":\"8e6b2828-a792-4156-aba7-076cfbd826f0\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:19\",\"extension\":\"jpeg\",\"order_by\":87,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e3f3e0ddd1303a1950f415cb.jpeg\"},{\"id\":95510005,\"identity\":\"c4b65a5a-caaf-4473-a9ef-e743b065804c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":88,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/7bffd81dd7269a06eedbfd28.jpeg\"},{\"id\":95529579,\"identity\":\"adc485f0-00b6-400e-9047-8cd20c840e43\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:15\",\"extension\":\"jpeg\",\"order_by\":89,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/651395a0287c8526e210a3a6.jpeg\"},{\"id\":95528823,\"identity\":\"3ead1f06-8820-445d-98d9-084038aad3fb\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:31\",\"extension\":\"jpeg\",\"order_by\":90,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cd4e713c74b39fd2ed7548eb.jpeg\"},{\"id\":95510115,\"identity\":\"7ab37bb3-4507-47ad-9fc3-e2b86090ff6d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"jpeg\",\"order_by\":91,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e75aa097e916b2bca081092c.jpeg\"},{\"id\":95509992,\"identity\":\"52767d76-af64-4ac7-a8c6-cb45b7c55078\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:09\",\"extension\":\"jpeg\",\"order_by\":92,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/95aab60ccd6d0b49b95528f9.jpeg\"},{\"id\":95510020,\"identity\":\"ec3ea57f-ed87-4a06-82f2-9b25f9e9eb8b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"jpeg\",\"order_by\":93,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d074fc61590f20fb11e19fca.jpeg\"},{\"id\":95510016,\"identity\":\"32b30185-761a-4110-8638-ca76c0cf6e4d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"jpeg\",\"order_by\":94,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/110e70e96fae2b0323d730eb.jpeg\"},{\"id\":95510007,\"identity\":\"ad28103d-9b63-4f84-b4dc-06656be989e6\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":95,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cacf5afbb3079b5e617c0d53.jpeg\"},{\"id\":95529079,\"identity\":\"e634becc-4962-416f-9fc6-2021b46bf688\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:46\",\"extension\":\"jpeg\",\"order_by\":96,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/ba758e680af572f7f7053572.jpeg\"},{\"id\":95509998,\"identity\":\"a2dab956-770c-4af4-b1ed-a72ef0740666\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"jpeg\",\"order_by\":97,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/df9ea0c752a34bf7d14f5218.jpeg\"},{\"id\":95510032,\"identity\":\"ea3c435e-bf40-4072-82b7-eeb2bffd01d0\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"jpeg\",\"order_by\":98,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":300,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"groupimage1.jpeg\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6718f19ff5a035d644d94fec.jpeg\"},{\"id\":95510052,\"identity\":\"217c0777-fa6e-4c34-a341-f842c18e404d\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"png\",\"order_by\":99,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":43267,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/31762e60ff5e42941d97dada.png\"},{\"id\":95654356,\"identity\":\"7cb27b0a-21cb-49ae-9e71-9dbeca71706f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:11:13\",\"extension\":\"png\",\"order_by\":100,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":42368,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage10.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d5ecf179f2ea7de207c0260d.png\"},{\"id\":95510134,\"identity\":\"b5d21fdc-f59a-42f4-9fec-e48db66952d9\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":101,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":68683,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage11.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/198885b497aa01114b92fbf0.png\"},{\"id\":95529258,\"identity\":\"28cfe342-5b51-4335-92da-76871b33740c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:56\",\"extension\":\"png\",\"order_by\":102,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":28903,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage12.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c007518b384d8ccd130dc42c.png\"},{\"id\":95510124,\"identity\":\"6dfec399-3ad3-43b0-a024-1f6ad4928df6\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":103,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":29019,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage2.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/40c238de70ded7582d50d06d.png\"},{\"id\":95528627,\"identity\":\"b8bada7b-cc35-4ffe-bdcb-baac9cbfbe99\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:21\",\"extension\":\"png\",\"order_by\":104,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":66150,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage3.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/80818f6506c881dfd41b2444.png\"},{\"id\":95529712,\"identity\":\"07811f08-fda8-44db-bb75-e8f3fbd7a2ad\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:25\",\"extension\":\"png\",\"order_by\":105,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":37753,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage4.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/29b69abd104c3587f16a8570.png\"},{\"id\":95528734,\"identity\":\"bef787dc-47fe-4274-8c4d-e2b29936ca1b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:26\",\"extension\":\"png\",\"order_by\":106,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":105238,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage5.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/01726c83df2e8c140c85c063.png\"},{\"id\":95510133,\"identity\":\"58b94e2d-7a55-488d-89e0-3f7b45562742\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":107,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":97019,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage6.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/703799974be639cf6421b802.png\"},{\"id\":95510091,\"identity\":\"56a14e1d-7de5-4435-ba5e-9f1d5205494c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"png\",\"order_by\":108,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":60662,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage7.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cd52aec639ff7fe7249e416e.png\"},{\"id\":95529866,\"identity\":\"1b4afb0e-8c48-4fe0-8f0b-db484c1a1da4\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:34\",\"extension\":\"png\",\"order_by\":109,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":34747,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage8.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/52011b1c161c4d8d4bd8d7a1.png\"},{\"id\":95510139,\"identity\":\"482a5c9c-a37f-4848-a817-c25c99d3209e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":110,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":76711,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinefloatimage9.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/3ebc72a249f0a335b3dcb6e1.png\"},{\"id\":95510105,\"identity\":\"984f0477-b0a2-45fe-aefe-55c3371a182f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":111,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/1f99eb40ead7d742256259fa.png\"},{\"id\":95529213,\"identity\":\"961aaf89-790c-4aea-ba85-a65796a2826e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:54\",\"extension\":\"png\",\"order_by\":112,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/2b915f60c08955b8d370c590.png\"},{\"id\":95529005,\"identity\":\"3285bdce-efa1-40f0-a370-93fee19b6909\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:42\",\"extension\":\"png\",\"order_by\":113,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/31f00d4fd8998f34fae00cf4.png\"},{\"id\":95529114,\"identity\":\"06899089-e1bc-43cc-a514-8998473e045f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:46\",\"extension\":\"png\",\"order_by\":114,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/fe2f756cc2ad39ed846f5b1d.png\"},{\"id\":95529108,\"identity\":\"2dc61e24-b827-4d37-bd9e-a15b35fea389\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:46\",\"extension\":\"png\",\"order_by\":115,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8ddd841d97f37e6178ed9c65.png\"},{\"id\":95510033,\"identity\":\"da53758f-ff51-4740-a02b-cc0c518b0270\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"png\",\"order_by\":116,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/10a370dd89b04cdb1c4f7141.png\"},{\"id\":95529537,\"identity\":\"b186fff9-6975-470d-a155-cf592823f394\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:13\",\"extension\":\"png\",\"order_by\":117,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/0f5f0a76f50d796e31088a7b.png\"},{\"id\":95529889,\"identity\":\"956f0a53-07fc-4a9f-b476-1b6f9151be86\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:37\",\"extension\":\"png\",\"order_by\":118,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6d32acfa4d963bacbc58d35d.png\"},{\"id\":95510046,\"identity\":\"4dc29e44-27fe-4d7f-9f8d-21da75d2ed96\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"png\",\"order_by\":119,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/870537863d1863814eff8436.png\"},{\"id\":95510009,\"identity\":\"cbf8eade-db67-431d-8531-251649c6e7d4\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:10\",\"extension\":\"png\",\"order_by\":120,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/7514da09feb54753166d3de2.png\"},{\"id\":95528617,\"identity\":\"1beaab34-4a14-48e6-b8fe-0f9cfabf6670\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:20\",\"extension\":\"png\",\"order_by\":121,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/45b3e37244f62d1ccfe243b8.png\"},{\"id\":95510150,\"identity\":\"ceef6a21-d524-4ac3-9922-1a91f1d6cfcc\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:18\",\"extension\":\"png\",\"order_by\":122,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c67f22347833450ac0bc753e.png\"},{\"id\":95510067,\"identity\":\"cae8348a-bd7b-4ec4-be93-d9eebb039735\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":123,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/4f43ee8dfd5ee01741ee3324.png\"},{\"id\":95510018,\"identity\":\"c87c0d47-5ae0-493b-9181-40569817e2ef\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"png\",\"order_by\":124,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/751c0c2b49729a2aa0ef60e7.png\"},{\"id\":95528700,\"identity\":\"46649f50-1d7f-4308-bb2f-dd4b8c51e4b4\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:24\",\"extension\":\"png\",\"order_by\":125,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/45bd1dd8d657279402b47a8b.png\"},{\"id\":95529208,\"identity\":\"1f842333-d92e-4c38-ade1-4643a942510e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:53\",\"extension\":\"png\",\"order_by\":126,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/3e0480c7d82b47da1a88a432.png\"},{\"id\":95528183,\"identity\":\"bcc853ee-321a-4af1-871a-1c1043507041\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:15:40\",\"extension\":\"png\",\"order_by\":127,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f8505d8f0de1ec3a6911b80c.png\"},{\"id\":95528878,\"identity\":\"0957bd92-10f0-4e8a-89f2-2ae3f61f135c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:33\",\"extension\":\"png\",\"order_by\":128,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/700db181097ed4eb2def5ebf.png\"},{\"id\":95654145,\"identity\":\"9f40bae7-b953-4b1b-8603-0ed4ad666704\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:10:01\",\"extension\":\"png\",\"order_by\":129,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d6036282a2006db28db8a532.png\"},{\"id\":95510044,\"identity\":\"fefc24c9-2072-40cd-88b0-ad1c91d0216a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"png\",\"order_by\":130,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/70d366d16f6c09367b8c6896.png\"},{\"id\":95510110,\"identity\":\"e65b86d0-398f-4b65-a995-e10de8e4794b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":131,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d73d0dd29ef5bc7f15b50194.png\"},{\"id\":95510144,\"identity\":\"d90d5a6a-e611-48b4-8030-dcd334290a86\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:18\",\"extension\":\"png\",\"order_by\":132,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6db7aae439f7c34806db3dad.png\"},{\"id\":95510118,\"identity\":\"c9c934d3-2476-47bc-b496-bc01e839a574\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":133,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/640921d3edb27270c9b6f718.png\"},{\"id\":95510062,\"identity\":\"d0ad19f7-5758-46b3-8197-9ffeca376125\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":134,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/b82444e198ba9b335c30b5c7.png\"},{\"id\":95510065,\"identity\":\"9f12d68b-f4b9-4d8e-b2fd-29721f08259a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":135,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f4b432a45c7beef69d88caa7.png\"},{\"id\":95510053,\"identity\":\"842abe1b-26dc-4afd-b831-66b8c4bcea24\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"png\",\"order_by\":136,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/5fb99c9556b5614d13a16658.png\"},{\"id\":95510031,\"identity\":\"97fff3bc-c5cb-4214-8347-d4d7ef61e594\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"png\",\"order_by\":137,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/e284e4788efe355126659784.png\"},{\"id\":95510049,\"identity\":\"4e1918db-13af-449e-a951-cdd8073bc382\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:13\",\"extension\":\"png\",\"order_by\":138,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/154da5642f6899e60065f665.png\"},{\"id\":95529020,\"identity\":\"60ecfa07-62dd-47d2-8e86-85050735a36b\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:42\",\"extension\":\"png\",\"order_by\":139,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/adc8c240ecb300209e6bbc29.png\"},{\"id\":95510132,\"identity\":\"8aa959dd-c7c6-4ca6-80ba-394df65e175c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":140,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f150ac2a91b222e26f01b658.png\"},{\"id\":95529159,\"identity\":\"92937236-f54a-4bb1-940c-ed5f51320574\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:51\",\"extension\":\"png\",\"order_by\":141,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f39cca7f3fe072afbce9b524.png\"},{\"id\":95529707,\"identity\":\"e66c7fc9-adf9-41de-92ee-0b0001422916\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:24\",\"extension\":\"png\",\"order_by\":142,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d9490964b9db63b3fc433384.png\"},{\"id\":95654032,\"identity\":\"9d2e0515-49d8-4621-95ec-e082dda23fb5\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:08:53\",\"extension\":\"png\",\"order_by\":143,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/36b2428d6b9e45fcf754ee25.png\"},{\"id\":95510025,\"identity\":\"dc090268-ec62-4b34-89b0-5eeddec64b71\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:11\",\"extension\":\"png\",\"order_by\":144,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/9513a93ef3ea1e465b3d18a5.png\"},{\"id\":95529399,\"identity\":\"787e5400-5f86-4577-a0d7-c33b6a48ae85\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:04\",\"extension\":\"png\",\"order_by\":145,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/fbd058db959134213820abdc.png\"},{\"id\":95528493,\"identity\":\"bc04f52d-6b29-4b50-9c02-ccbf3ab77f4a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:12\",\"extension\":\"png\",\"order_by\":146,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8e170754e8c4b2c67a6887a0.png\"},{\"id\":95510130,\"identity\":\"fb6d100c-f1df-4ff1-bc1a-d7aaca155c30\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:17\",\"extension\":\"png\",\"order_by\":147,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/21cda5c384e4ffff091656d3.png\"},{\"id\":95529627,\"identity\":\"db5c0918-703f-4f14-bd56-df72bc6e240c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:19\",\"extension\":\"png\",\"order_by\":148,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cbe1fc4d1441b1c79783575e.png\"},{\"id\":95510151,\"identity\":\"40af23ad-4d73-44d2-918a-17c8f6ade994\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:18\",\"extension\":\"png\",\"order_by\":149,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/4c367b4cf1fc8ccb88228c3d.png\"},{\"id\":95510085,\"identity\":\"8e1d1612-5692-4c0c-a8df-8c9993107d9f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"png\",\"order_by\":150,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/98e2e5fb697d97c8c59bb65f.png\"},{\"id\":95529266,\"identity\":\"79931601-3d5a-4978-8cf3-f913f17d0924\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:56\",\"extension\":\"png\",\"order_by\":151,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/7b22f4be8ca8680331ff9226.png\"},{\"id\":95528789,\"identity\":\"baa6a8bf-ab06-4967-826b-53c117bc2b89\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:30\",\"extension\":\"png\",\"order_by\":152,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/2359e512487c1446f68460a1.png\"},{\"id\":95529411,\"identity\":\"5fbd6278-b2d5-4dbd-9275-b4681dbeed82\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:05\",\"extension\":\"png\",\"order_by\":153,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a5d63829fe21eb0cf108df7b.png\"},{\"id\":95510079,\"identity\":\"36b8816d-bc72-4828-808a-2f3d4b380721\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":154,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/77b6e96ae18b42a4df8922b5.png\"},{\"id\":95529188,\"identity\":\"318a2139-d670-49f9-841f-598ce1ba4ffb\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:52\",\"extension\":\"png\",\"order_by\":155,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/827735f2cb1eaf5b17e6b87a.png\"},{\"id\":95510143,\"identity\":\"cad4849a-7330-44bd-9963-2603e73ba5dd\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:18\",\"extension\":\"png\",\"order_by\":156,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/ace42059cf3c2c16c2930e47.png\"},{\"id\":95529535,\"identity\":\"c4c62234-234a-438b-8bae-d7471821acc4\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:12\",\"extension\":\"png\",\"order_by\":157,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f362defce09cd2c729954033.png\"},{\"id\":95510093,\"identity\":\"b502292c-8893-4f2d-99e2-ba5e31ec19e7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"png\",\"order_by\":158,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/2aad931064d0623816d6fe0a.png\"},{\"id\":95529663,\"identity\":\"596be5ac-a746-457e-a82b-32b1e7933738\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:21\",\"extension\":\"png\",\"order_by\":159,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/bb7466873717296a2b429a4c.png\"},{\"id\":95529430,\"identity\":\"c5307208-2cde-4932-b0a2-3c0ada4456ff\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:06\",\"extension\":\"png\",\"order_by\":160,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f106ebccf3291f08f6805b23.png\"},{\"id\":95528730,\"identity\":\"0e4148ac-a017-4fe4-b789-439ffc284704\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:26\",\"extension\":\"png\",\"order_by\":161,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/356c0cd6911273af4ff9fcb6.png\"},{\"id\":95529620,\"identity\":\"3bf302bc-35e4-4832-81c7-68eb4d365114\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:18\",\"extension\":\"png\",\"order_by\":162,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/20c4a801b59875dee53c78d2.png\"},{\"id\":95529069,\"identity\":\"e6791a7b-6bd0-4dad-8637-ac743501dbe7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:44\",\"extension\":\"png\",\"order_by\":163,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/500b7bc81e1e98467ce0785a.png\"},{\"id\":95529667,\"identity\":\"e89e9c88-96cc-46f8-ab04-7be69086249c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:21\",\"extension\":\"png\",\"order_by\":164,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/7605b4600bb6bd888e9bff84.png\"},{\"id\":95529490,\"identity\":\"9e48c7d0-f086-4d1a-8ba0-17048155636c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:10\",\"extension\":\"png\",\"order_by\":165,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/c3c3106ddaeb6e57d01413af.png\"},{\"id\":95528980,\"identity\":\"d8254120-a60a-4536-a6e6-d1a6da3e3ba0\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:40\",\"extension\":\"png\",\"order_by\":166,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8eee439b5417fef2f820c170.png\"},{\"id\":95529867,\"identity\":\"4beecd2d-91e8-4237-9b30-030cfe138b9a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:34\",\"extension\":\"png\",\"order_by\":167,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/6716ac87ce0723ab7a707909.png\"},{\"id\":95529659,\"identity\":\"e065a0da-abed-4d28-8ed7-8233aa9255d2\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:21\",\"extension\":\"png\",\"order_by\":168,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/1fe41f191e1c297040558a43.png\"},{\"id\":95510042,\"identity\":\"692029d7-caed-47cb-988a-933af7504016\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:12\",\"extension\":\"png\",\"order_by\":169,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/1e59c5497fd3779bfef937c9.png\"},{\"id\":95529184,\"identity\":\"f545a546-8b2c-4c83-80e3-fbed12eebfca\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:52\",\"extension\":\"png\",\"order_by\":170,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/5639357cf5c703e8caf798ed.png\"},{\"id\":95510141,\"identity\":\"0b015071-bf4c-4694-a3fd-059c7a1efd62\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:18\",\"extension\":\"png\",\"order_by\":171,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/d35694153cf17244987d7036.png\"},{\"id\":95529153,\"identity\":\"9ba8cab8-7b39-42e3-8751-ee759ace330f\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:51\",\"extension\":\"png\",\"order_by\":172,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/0724eb9a7b9ae5cac9692dbd.png\"},{\"id\":95529666,\"identity\":\"9c930624-6467-40da-a00c-89adb6089c16\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:21\",\"extension\":\"png\",\"order_by\":173,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a00c56c3b7fb2e95a10e310f.png\"},{\"id\":95529156,\"identity\":\"fd683d42-c517-44f7-87be-dacdb775b992\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:51\",\"extension\":\"png\",\"order_by\":174,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a13c35a0bacc896303393def.png\"},{\"id\":95528463,\"identity\":\"2ad86034-4e68-4823-a5a0-5cd276ab656e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:16:09\",\"extension\":\"png\",\"order_by\":175,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/f5d00aa7f926410c2b322a04.png\"},{\"id\":95510069,\"identity\":\"e49f0b8e-d532-4226-ba34-60fb2a86a1d9\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":176,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/9dd5296fa64c2cc3d8809327.png\"},{\"id\":95510073,\"identity\":\"718bcc3d-41e3-46bf-bbcc-291091b54e29\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"png\",\"order_by\":177,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/bec88126539953c5999db3b2.png\"},{\"id\":95510112,\"identity\":\"ef9dca18-04b4-48dc-8b93-f286b1af45c3\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":178,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/8c17015407740b782fb290cc.png\"},{\"id\":95510106,\"identity\":\"56a46290-e1ce-4e2b-9182-6fd341e26e2a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":179,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/5b6149d3903749608e360790.png\"},{\"id\":95510084,\"identity\":\"3945248d-764e-41b4-a291-279d8b2c0b2a\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"png\",\"order_by\":180,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/3fc8faf48f8507b845ede347.png\"},{\"id\":95510152,\"identity\":\"df84ef99-ed5f-446e-b618-91a0e363136c\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:19\",\"extension\":\"png\",\"order_by\":181,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/a3d2e7996253543f780e97d9.png\"},{\"id\":95510089,\"identity\":\"e519a7e0-ec44-42fb-890c-ddd06f0c7092\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:15\",\"extension\":\"png\",\"order_by\":182,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/62f157dcd4e028ea4b44f220.png\"},{\"id\":95510108,\"identity\":\"28eb99ad-7f7e-4538-842a-225ef68fe4b1\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":183,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cb7342238a8669c6a9e966b9.png\"},{\"id\":95529900,\"identity\":\"7d3b6db4-94e4-483f-8144-a2a2a871a9a8\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:39\",\"extension\":\"png\",\"order_by\":184,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/537cceee4d18f90bffe88eb2.png\"},{\"id\":95510104,\"identity\":\"1dd6c31a-a58f-402a-9240-1333d438f2d3\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:16\",\"extension\":\"png\",\"order_by\":185,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/bb51daf8b5a16a208c5028eb.png\"},{\"id\":95529472,\"identity\":\"a7df69b0-aece-494a-b2b3-3c6879fb5955\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 10:17:08\",\"extension\":\"png\",\"order_by\":186,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":335,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"Onlinegroupimage1.png\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/92a4fd920967b1bd00bb55d3.png\"},{\"id\":95510070,\"identity\":\"423a909c-a68f-4aec-8d0f-a6f33df362c7\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:14\",\"extension\":\"xml\",\"order_by\":187,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":173491,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"rs80507880structuring.xml\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cb88048e50602228ef88732e.xml\"},{\"id\":95510155,\"identity\":\"38a6c928-649b-4b15-88aa-6634534e361e\",\"added_by\":\"auto\",\"created_at\":\"2025-11-10 07:09:19\",\"extension\":\"html\",\"order_by\":188,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"acdc-reference\",\"size\":184193,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"earlyproof.html\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1/cb9579c5fd5baa3af8c6bd2b.html\"},{\"id\":95659856,\"identity\":\"4309778d-2fe0-4cfa-a10f-75281a57ccbf\",\"added_by\":\"auto\",\"created_at\":\"2025-11-11 16:29:40\",\"extension\":\"pdf\",\"order_by\":1,\"title\":\"\",\"display\":\"\",\"copyAsset\":false,\"role\":\"manuscript-pdf\",\"size\":959890,\"visible\":true,\"origin\":\"\",\"legend\":\"\",\"description\":\"\",\"filename\":\"MusicTonic.pdf\",\"url\":\"https://assets-eu.researchsquare.com/files/rs-8050788/v1_covered_bbc3e458-e75a-4f84-8c02-2aeae28ea2bf.pdf\"}],\"financialInterests\":\"The authors declare no competing interests.\",\"formattedTitle\":\"\\u003cp\\u003eExploring Music Representation Learning for Detection of Finer-grained Details\\u003c/p\\u003e\",\"fulltext\":[],\"fulltextSource\":\"\",\"fullText\":\"\",\"funders\":[],\"hasAdminPriorityOnWorkflow\":false,\"hasManuscriptDocX\":false,\"hasOptedInToPreprint\":true,\"hasPassedJournalQc\":\"\",\"hasAnyPriority\":true,\"hideJournal\":true,\"highlight\":\"\",\"institution\":\"San Jose State University\",\"isAcceptedByJournal\":false,\"isAuthorSuppliedPdf\":true,\"isDeskRejected\":\"\",\"isHiddenFromSearch\":false,\"isInQc\":false,\"isInWorkflow\":false,\"isPdf\":true,\"isPdfUpToDate\":true,\"isWithdrawnOrRetracted\":false,\"journal\":{\"display\":true,\"email\":\"info@researchsquare.com\",\"identity\":\"researchsquare\",\"isNatureJournal\":false,\"hasQc\":true,\"allowDirectSubmit\":true,\"externalIdentity\":\"\",\"sideBox\":\"\",\"snPcode\":\"\",\"submissionUrl\":\"/submission\",\"title\":\"Research Square\",\"twitterHandle\":\"researchsquare\",\"acdcEnabled\":true,\"dfaEnabled\":false,\"editorialSystem\":\"\",\"reportingPortfolio\":\"\",\"inReviewEnabled\":false,\"inReviewRevisionsEnabled\":true},\"keywords\":\"Cepstral Coefficients, Machine Learning, Uniform Manifold Approximation and Projection, Support Vector Machines, Random Forests, Boosting Classifiers\",\"lastPublishedDoi\":\"10.21203/rs.3.rs-8050788/v1\",\"lastPublishedDoiUrl\":\"https://doi.org/10.21203/rs.3.rs-8050788/v1\",\"license\":{\"name\":\"CC BY 4.0\",\"url\":\"https://creativecommons.org/licenses/by/4.0/\"},\"manuscriptAbstract\":\"\\u003cp\\u003eThe art of music is profound and includes the fine-tuning of multiple fine-grained aspects. Taking the example of one such attribute, the music tonic, this paper investigates if machine learning can be effectively applied to detect fine-grained features from various representations of music. It describes the methodology and experiments to determine the effectiveness of the audio representations and non-linear machine learning classifiers such as Support Vector Machines, K-Nearest Neighbors, and tree-based methods in capturing and detecting tonic informa-tion. The effectiveness of Mel-frequency cepstral coefficients is compared with Bark-frequency cepstral coefficients and Mel spectrogram data, which are other audio representations. The feature extraction of the Mel-frequency cepstral coef-ficients is performed using two different tools for comparison. A spectral analysis of the music renditions in a chosen dataset using Principal Component Analysis, and other dimensionality reduction techniques, t-distributed stochastic neighbor embedding, auto-encoder, and Uniform Manifold Approximation and Projection provided valuable insights into the representation learning of music in general. Classification using fine-tuned machine learning models demonstrated the fea-sibility of automating the detection and possible prediction of the music tonic. The work also resulted in a dataset with vocal renditions of the second and third authors of this paper that was used for some of the experiments.\\u003c/p\\u003e\",\"manuscriptTitle\":\"Exploring Music Representation Learning for Detection of Finer-grained Details\",\"msid\":\"\",\"msnumber\":\"\",\"nonDraftVersions\":[{\"code\":1,\"date\":\"2025-11-10 07:08:50\",\"doi\":\"10.21203/rs.3.rs-8050788/v1\",\"editorialEvents\":[{\"type\":\"communityComments\",\"content\":0}],\"status\":\"published\",\"journal\":{\"display\":true,\"email\":\"info@researchsquare.com\",\"identity\":\"researchsquare\",\"isNatureJournal\":false,\"hasQc\":true,\"allowDirectSubmit\":true,\"externalIdentity\":\"\",\"sideBox\":\"\",\"snPcode\":\"\",\"submissionUrl\":\"/submission\",\"title\":\"Research Square\",\"twitterHandle\":\"researchsquare\",\"acdcEnabled\":true,\"dfaEnabled\":false,\"editorialSystem\":\"\",\"reportingPortfolio\":\"\",\"inReviewEnabled\":false,\"inReviewRevisionsEnabled\":true}}],\"origin\":\"\",\"ownerIdentity\":\"f3019ea8-3c5c-4734-b0f0-d4d1cbea2a9c\",\"owner\":[],\"postedDate\":\"November 10th, 2025\",\"published\":true,\"recentEditorialEvents\":[],\"rejectedJournal\":[],\"revision\":\"\",\"amendment\":\"\",\"status\":\"posted\",\"subjectAreas\":[],\"tags\":[],\"updatedAt\":\"2025-11-10T07:08:50+00:00\",\"versionOfRecord\":[],\"versionCreatedAt\":\"2025-11-10 07:08:50\",\"video\":\"\",\"vorDoi\":\"\",\"vorDoiUrl\":\"\",\"workflowStages\":[]},\"version\":\"v1\",\"identity\":\"rs-8050788\",\"journalConfig\":\"researchsquare\"},\"__N_SSP\":true},\"page\":\"/article/[identity]/[[...version]]\",\"query\":{\"redirect\":\"/article/rs-8050788\",\"identity\":\"rs-8050788\",\"version\":[\"v1\"]},\"buildId\":\"8U1c8b4HqxoKbykW_rLl7\",\"isFallback\":false,\"isExperimentalCompile\":false,\"dynamicIds\":[84888],\"gssp\":true,\"scriptLoader\":[]}","source_license":"CC-BY-4.0","license_restricted":false}