{"id":"W4412541033","doi":"10.1149/ma2025-01602907mtgabs","title":"(<i>Invited</i>) Translation of Plasmonic Sensors for Point-of-Care Monitoring","year":2025,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point of care; Translation (biology); Plasmon; Point (geometry); Point-of-care testing; Nanotechnology; Computer science; Medicine; Optoelectronics; Physics; Materials science; Chemistry; Nursing; Pathology; Mathematics","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":[0.001498105,0.0007754512,0.0002769888,0.0006714989,0.0005082992,0.001733908,0.001154281,0.001685248,0.04015429],"category_scores_gemma":[0.002035657,0.0002236677,0.0005511285,0.0003073472,0.0005952031,0.0007702477,0.0009920738,0.001568113,0.01677145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008277068,"about_ca_system_score_gemma":0.0005669138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731964,"about_ca_topic_score_gemma":0.002707096,"domain_scores_codex":[0.9992715,0.0001303336,0.00003399499,0.00009115178,0.0003783617,0.00009481811],"domain_scores_gemma":[0.9986772,0.000208402,0.00007171651,0.00009331464,0.0008068239,0.0001425999],"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":[0.0003191764,0.0001271477,0.0007863666,0.000554967,0.00003230659,0.0005158879,0.0001867751,0.0008966459,0.07484058,0.01689598,0.721947,0.1828973],"study_design_scores_gemma":[0.00003421643,0.0002754192,0.001062542,0.0001614242,0.00002208492,0.0004329421,0.0001436129,0.002722369,0.03772592,0.003480156,0.9539027,0.0000365931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02411604,0.02129151,0.2157257,0.07831547,0.2553559,0.001215141,0.003054589,0.008896429,0.3920293],"genre_scores_gemma":[0.1873315,0.0191147,0.1293943,0.04752997,0.05263322,0.001118372,0.003162172,0.002602206,0.5571137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04015429,"threshold_uncertainty_score":0.1343296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187381782642068,"score_gpt":0.2401676005417479,"score_spread":0.2282937827153272,"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."}}