{"id":"W2530117033","doi":"10.1038/srep35069","title":"Microfluidics-based point-of-care test for serodiagnosis of Lyme Disease","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Grand Challenges Canada; National Institutes of Health; World Bank Group; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Lyme disease; Serology; Borrelia burgdorferi; Gold standard (test); Point-of-care testing; Antigen; Point of care; Medicine; LYME; Immunology; Virology; Antibody; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004183173,0.0001573264,0.0002899416,0.0002143132,0.0001738133,0.00001851435,0.0001619329,0.0001003636,0.0005719549],"category_scores_gemma":[0.001833559,0.0001147048,0.0002869124,0.0002257,0.0007874171,0.00009739452,0.0000547284,0.00003606158,0.00004632183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005280553,"about_ca_system_score_gemma":0.0004914965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002551812,"about_ca_topic_score_gemma":0.00001256263,"domain_scores_codex":[0.9983909,0.00005951963,0.0005685372,0.0005946413,0.00007683103,0.0003095753],"domain_scores_gemma":[0.997496,0.0004939139,0.0004618965,0.0009164158,0.0005646787,0.00006708858],"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":[0.00007360127,0.0003101268,0.2430201,0.000132026,0.00004535362,0.0000181977,0.00005179355,0.00000145652,0.7253188,0.00003922507,0.02931823,0.001671081],"study_design_scores_gemma":[0.000676421,0.00016921,0.02666385,0.0001904157,0.0001343691,0.00001827498,0.00003929032,3.230421e-7,0.9389633,0.0007400079,0.03224677,0.0001577825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871479,0.005520657,0.0003987407,0.0002720146,0.005253917,0.000682018,0.0005232095,0.000085343,0.0001161815],"genre_scores_gemma":[0.9985281,0.00001150752,0.00005634607,0.0000309673,0.00002028721,0.00009573576,0.0001984706,0.00002004924,0.001038567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2163563,"threshold_uncertainty_score":0.6262505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049997680958024,"score_gpt":0.243928428550693,"score_spread":0.2334284517411128,"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."}}