{"id":"W4412513508","doi":"10.1149/ma2025-01592803mtgabs","title":"(<i>Invited</i>) Plasmonic Detection of Exosomes for Early Diagnosis","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microvesicles; Plasmon; Nanotechnology; Computer science; Medicine; Materials science; Physics; Biology; Optics; microRNA","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002984383,0.001767209,0.000646171,0.001173328,0.0006124974,0.001291909,0.001055414,0.001860804,0.1361936],"category_scores_gemma":[0.0004882959,0.0003550975,0.000905252,0.0004730196,0.0003921791,0.0008471532,0.0008043817,0.001238502,0.04936113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179375,"about_ca_system_score_gemma":0.0002769595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009214209,"about_ca_topic_score_gemma":0.001795442,"domain_scores_codex":[0.9995947,0.00004658399,0.00001636311,0.00007511255,0.0001922109,0.00007504259],"domain_scores_gemma":[0.9997122,0.00005017566,0.00002400013,0.0000208417,0.0001460095,0.00004689427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004146083,0.00009273738,0.0002677609,0.0006706333,0.00003904887,0.0005465524,0.00003956289,0.0002397675,0.06343518,0.002470148,0.8608587,0.0709253],"study_design_scores_gemma":[0.00005026201,0.0002692307,0.001316708,0.0001699825,0.00004030524,0.001064315,0.00003973611,0.001560138,0.03567307,0.001220713,0.9585529,0.0000426495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01797935,0.04591388,0.05661949,0.02495269,0.2230327,0.001125237,0.006007068,0.01045813,0.6139116],"genre_scores_gemma":[0.06749767,0.01742548,0.01737518,0.01968778,0.04903853,0.000983868,0.005053937,0.001714437,0.8212232],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1361936,"threshold_uncertainty_score":0.455613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008223933728549359,"score_gpt":0.2482427478854521,"score_spread":0.2400188141569028,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}