{"id":"W4361245304","doi":"10.1021/acsmeasuresciau.3c00004","title":"Electrochemical Detection of <i>Borrelia burgdorferi</i> Using a Biomimetic Flow Cell System","year":2023,"lang":"en","type":"article","venue":"ACS Measurement Science Au","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; University of Toronto; University of New Brunswick","funders":"Mount Allison University; Natural Sciences and Engineering Research Council of Canada; Fundacja na rzecz Nauki Polskiej; Narodowe Centrum Nauki; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Borrelia burgdorferi; Lyme disease; Pathogen; Borrelia; Bacteria; Biology; Microbiology; Virology; Antibody; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808674,0.0004113043,0.0002860822,0.0002565572,0.000222417,0.0004089951,0.0006628282,0.0009186158,0.0008823516],"category_scores_gemma":[0.0003302604,0.000226402,0.0001809794,0.0001808944,0.0002529019,0.000384439,0.0002688181,0.0005202484,0.0003093751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460255,"about_ca_system_score_gemma":0.0002437868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005144822,"about_ca_topic_score_gemma":0.0008121008,"domain_scores_codex":[0.9996785,0.000043401,0.00002273099,0.00009862619,0.0001233007,0.0000334014],"domain_scores_gemma":[0.99984,0.00005343556,0.00003244039,0.00001164226,0.00004353172,0.00001898162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001710096,0.0000125817,0.00005012084,0.00002606275,0.000001923767,0.00002004072,0.00001201904,0.00003075092,0.9983352,0.00007065111,0.0000723752,0.001351188],"study_design_scores_gemma":[0.000007877206,0.0001093704,0.0004063838,0.000003216436,0.000004363515,0.0001257144,0.00001302263,0.002118977,0.9960608,0.00002616612,0.001115244,0.00000896853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026844,0.00208354,0.0881248,0.0009850089,0.0003218802,0.0001860414,0.0008290909,0.001293838,0.003491494],"genre_scores_gemma":[0.8763697,0.001680606,0.1157039,0.0005764902,0.0001027024,0.0002633484,0.0004900139,0.00003788716,0.004775472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009186158,"threshold_uncertainty_score":0.002951801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566578983441459,"score_gpt":0.2403423912172578,"score_spread":0.2146766013828432,"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."}}