{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679834,0.0001651762,0.0002262492,0.0003539183,0.0003842925,0.0000217238,0.0003581643,0.0001087507,0.00001626345],"category_scores_gemma":[0.0003976284,0.00015403,0.00008526416,0.001580939,0.0004870369,0.0001271073,0.00009877282,0.0001347065,0.0003244605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719967,"about_ca_system_score_gemma":0.0007200358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003182996,"about_ca_topic_score_gemma":0.00003470141,"domain_scores_codex":[0.9981872,0.0001011173,0.0003104523,0.0004285393,0.0003595961,0.0006131178],"domain_scores_gemma":[0.9988777,0.00004079342,0.0001562953,0.0003544291,0.0005191904,0.00005157801],"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":[0.00003366303,0.00007501189,0.00161057,0.00005564874,0.00002775192,0.000001357772,0.00009591274,0.00005769675,0.9975499,0.00001649894,0.00007903495,0.0003969732],"study_design_scores_gemma":[0.0004498028,0.0001473521,0.003835807,0.00006264784,0.00007642963,0.00002879094,0.0001728854,0.0004247177,0.9944548,0.00001429282,0.0001764047,0.0001560767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956835,0.0004198511,0.001830963,0.00001711353,0.001129342,0.0002564865,0.000005205392,0.0002421679,0.0004153876],"genre_scores_gemma":[0.9998362,0.000007685418,0.00004051753,0.00002016627,0.00003181033,0.00002057098,0.000003809385,0.00001401837,0.00002521794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004152721,"threshold_uncertainty_score":0.6281163,"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."}}