{"id":"W2170489316","doi":"10.1128/cvi.00086-10","title":"Evaluation of the Bio-Rad BioPlex 2200 Syphilis Multiplex Flow Immunoassay for the Detection of IgM- and IgG-Class Antitreponemal Antibodies","year":2010,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syphilis; Multiplex; Immunoassay; Serology; Treponema; Rapid plasma reagin; Antibody; Immunoglobulin M; Immunology; Immunoglobulin G; Virology; Medicine; Biology","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":[0.003098216,0.0008432086,0.0004699559,0.0008853585,0.0002384026,0.0007184154,0.0004739225,0.0005276823,0.0006362885],"category_scores_gemma":[0.002655515,0.000236141,0.0002397945,0.000269091,0.0003674125,0.0005497747,0.0002464651,0.0004085183,0.0002848162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449316,"about_ca_system_score_gemma":0.000485678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009118302,"about_ca_topic_score_gemma":0.001166536,"domain_scores_codex":[0.997506,0.0007503522,0.0001641459,0.0004271973,0.001046908,0.0001055382],"domain_scores_gemma":[0.9985877,0.0006332749,0.0003270497,0.0000831812,0.0002702109,0.00009864267],"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":[0.001653197,0.0009285113,0.01413633,0.0002073355,0.00006806454,0.0002441135,0.0001733418,0.001229402,0.9307173,0.0002823237,0.0003847316,0.04997555],"study_design_scores_gemma":[0.0003320859,0.01251168,0.09057532,0.00007066897,0.0002934188,0.008849896,0.00009419119,0.06885714,0.8101327,0.0003054527,0.007847421,0.0001301014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567006,0.003081416,0.03714832,0.0001481014,0.0001234007,0.0003308537,0.0004542485,0.0002985935,0.001714639],"genre_scores_gemma":[0.9282619,0.000836661,0.06836672,0.0001882,0.00007228358,0.0002762902,0.0005948482,0.00002219253,0.00138091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003098216,"threshold_uncertainty_score":0.01638514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887682236852497,"score_gpt":0.3710213544930475,"score_spread":0.3121445321245225,"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."}}