{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008605639,0.0005874783,0.000568077,0.0007141923,0.000242509,0.0005816028,0.0005397448,0.0006652434,0.0008638547],"category_scores_gemma":[0.001174319,0.0003078038,0.0003556312,0.0002443831,0.0002953671,0.0003804675,0.0005785925,0.0004058153,0.0005480946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023582,"about_ca_system_score_gemma":0.0004663815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197855,"about_ca_topic_score_gemma":0.0007876097,"domain_scores_codex":[0.9990314,0.0001821356,0.00006826849,0.0002273068,0.0004022619,0.00008863596],"domain_scores_gemma":[0.9992924,0.0002664093,0.0001670475,0.00006023403,0.0001593639,0.00005450245],"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":[0.0002171508,0.0001705057,0.009392074,0.0003609929,0.00007062075,0.0001146836,0.00007744974,0.001298319,0.946308,0.0005159181,0.0016058,0.03986846],"study_design_scores_gemma":[0.00004071942,0.001594121,0.02052693,0.00006716911,0.0001510825,0.0009481912,0.00007049157,0.03459827,0.9310083,0.0003530439,0.01053356,0.0001081674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7245599,0.01603108,0.2437966,0.001293424,0.001202469,0.0008743068,0.002415965,0.003695965,0.006130329],"genre_scores_gemma":[0.8318285,0.002851644,0.1605178,0.0007796618,0.000237153,0.0005131497,0.0006794423,0.00003699801,0.002555634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008638547,"threshold_uncertainty_score":0.004551113,"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."}}